Fondamenti di Algebra

Page 1



)RQGDPHQWL GL $OJHEUD


BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB


)RQGDPHQWL GL $OJHEUD ,QGLFH

,QGLFH

&$3,72/2 180(5, &203/(66,

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j 3URSULHWj GLVWULEXWLYD GHOO·XQLRQH H GHOO·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j GHOO· HOHPHQWR QHXWUR 8QLFLWj GHOO·HOHPHQWR LQYHUVR 3URSULHWj GL VHPSOLILFD]LRQH 5DSSUHVHQWD]LRQH PDWULFLDOH GL XQ JUXSSR ILQLWR ,


)RQGDPHQWL GL $OJHEUD ,QGLFH 2VVHUYD]LRQL 6RWWRJUXSSL 6RWWRJUXSSL LQWHUVH]LRQH GL DOWUL VRWWRJUXSSL 2VVHUYD]LRQH 7HRUHPD GL /DJUDQJH

*UXSSL SULPL *UXSSL FLFOLFL ILQLWL /HJDPH WUD JUXSSL SULPL H JUXSSL FLFOLFL 6WUXWWXUD GHL JUXSSL FLFOLFL ILQLWL $EHOLDQLWj GL XQ JUXSSR FLFOLFR *UXSSL QRUPDOL 1RUPDOLWj GHL JUXSSL DEHOLDQL 6WUXWWXUD GHL VRWWRJUXSSL QRUPDOL OHPPD OHPPD 6RWWRJUXSSL QRUPDOL PDVVLPDOL 2VVHUYD]LRQH *UXSSL TXR]LHQWL 2UGLQH GL XQ JUXSSR TXR]LHQWH *UXSSL VHPSOLFL 6HPSOLFLWj GL XQ JUXSSR SULPR &DVR GHL JUXSSL DEHOLDQL 2PRPRUILVPL HG LVRPRUILVPL WUD JUXSSL 3URSULHWj FDUDWWHULVWLFD GHJOL LVRPRUILVPL 2PRPRUILVPL H JUXSSL TXR]LHQWL 2VVHUYD]LRQH /HJDPH WUD O·LPPDJLQH GL XQ RPRPRUILVPR H JUXSSL TXR]LHQWH 3ULPR 7HRUHPD GHOO·LVRPRUILVPR 6HFRQGR 7HRUHPD GHOO·LVRPRUILVPR $OFXQH SURSULHWj HG DOFXQL OHPPL VXL JUXSSL QRUPDOL H TXR]LHQWL $EHOLDQLWj GHO TXR]LHQWH GL XQ JUXSSR DEHOLDQR 1RUPDOLWj GHOO·LQWHUVH]LRQH GL JUXSSL QRUPDOL 1RUPDOLWj GHOO·LQWHUVH]LRQH WUD XQ VRWWRJUXSSR QRUPDOH H XQR QRQ QRUPDOH OHPPD 6WUXWWXUD GHL VRWWRJUXSSL TXR]LHQWH OHPPD &ULWHULR GL PDVVLPDOLWj GHL VRWWRJUXSSL QRUPDOL &RUROODULR DO FULWHULR GL PDVVLPDOLWj OHPPD OHPPD OHPPD 6FRPSRVL]LRQH GL XQ JUXSSR WUDPLWH VRWWRJUXSSL 3URSULHWj GHOO·LQVLHPH SURGRWWR 7HRUHPD GL FRPPXWD]LRQH 7HRUHPD GHO SURGRWWR /HPPD 7HRUHPD GL VFRPSRVL]LRQH GL )UREHQLXV 5HOD]LRQH GL FRQLXJLR WUD JOL HOHPHQWL GL XQ JUXSSR ,O FRQLXJLR FRPH UHOD]LRQH GL HTXLYDOHQ]D ,O FRQFHWWR GL FHQWUDOL]]DQWH H GL FHQWUR /HJDPH WUD FHQWUDOL]]DQWH H FHQWUR /·HTXD]LRQH GL FODVVH GL XQ JUXSSR ILQLWR 1XPHUR GL HOHPHQWL GL XQD FODVVH GL FRQLXJLR ,O FRQFHWWR GL QRUPDOL]]DQWH *UXSSL FRQLXJDWL /HJDPH GL QRUPDOLWj WUD XQ JUXSSR HG LO VXR QRUPDOL]]DQWH 1XPHUR GL HOHPHQWL GL XQD FODVVH GL FRQLXJLR WUD JUXSSL 2VVHUYD]LRQL ,,


)RQGDPHQWL GL $OJHEUD ,QGLFH

7HRUHPL VXL VRWWRJUXSSL GL XQ JUXSSR ILQLWR SB JUXSSL H SB VRWWRJUXSSL H SB VRWWRJUXSSL GL 6\ORZ SBJUXSSL H S VRWWRJUXSSL 2

7HRUHPD GL DEHOLDQLWj GHL JUXSSL GL RUGLQH p S VRWWRJUXSSL GL 6\ORZ 2VVHUYD]LRQH 7HRUHPD GL &DXFK\ 3ULPR 7HRUHPD GL 6\ORZ 7HRUHPD GHL S VRWWRJUXSSL 6HFRQGR 7HRUHPD GL 6\ORZ &ULWHULR GL XQLFLWj 7HU]R 7HRUHPD GL 6\ORZ 3ULPD SDUWH s GLYLGH Ord (G ) 6HFRQGD SDUWH s = 1 mod( p) (VHPSL

*UXSSL ULVROXELOL 2VVHUYD]LRQH 3ULPR WHRUHPD VXL JUXSSL ULVROXELOL 6HFRQGR WHRUHPD VXL JUXSSL ULVROXELOL 7HU]R WHRUHPD VXL JUXSSL ULVROXELOL &ULWHULR GL ULVROXELOLWj &$3,72/2 *5833, 6,00(75,&, *UXSSL GL SHUPXWD]LRQH 2VVHUYD]LRQL 1RQ FRPPXWDWLYLWj GHL JUXSSL GL SHUPXWD]LRQH $SSURIRQGLPHQWR VXOOD VWUXWWXUD GHOOH SHUPXWD]LRQL *UXSSR 6LPPHWULFR ,QGLFD]LRQH QRWD]LRQDOH 7HRUHPD GL &D\OH\ &LFOL H WUDVSRVL]LRQL 5DSSUHVHQWD]LRQH GL XQ FLFOR FRPH SURGRWWL GL VH VWHVVR /HJDPH WUD XQ FLFOR H OD SHUPXWD]LRQH XQLWj 3RWHQ]H GL XQ FLFOR DG HVSRQHQWH QHJDWLYR 3HUPXWD]LRQH LQYHUVD GL XQ FLFOR &RPPXWDWLYLWj GHL FLFOL GLVJLXQWL )DWWRUL]]D]LRQH GL XQ FLFOR QHO SURGRWWR GL WUDVSRVL]LRQL )DWWRUL]]D]LRQH GL XQD SHUPXWD]LRQH QHO SURGRWWR GL FLFOL )DWWRUL]]D]LRQH GL XQD SHUPXWD]LRQH QHO SURGRWWR GL WUDVSRVL]LRQL 5LGX]LRQH GL XQD FRSSLD GL WUDVSRVL]LRQL DG XQ FLFOR GL JUDGR WUH &ODVVLILFD]LRQH GHOOH SHUPXWD]LRQL LQ SHUPXWD]LRQL SDUL H GLVSDUL *UXSSR $OWHUQR 1XPHUR GL HOHPHQWL GHO JUXSSR DOWHUQR 0DVVLPDOLWj GHO JUXSSR DOWHUQR 6FRPSRVL]LRQH GL XQ JUXSSR DOWHUQR LQ FLFOL OHPPD OHPPD OHPPD OHPPD *UXSSR VLPPHWULFR GL RUGLQH 5LVROXELOLWj GHO JUXSSR Σ 2 2VVHUYD]LRQH *UXSSR VLPPHWULFR GL RUGLQH 5LVROXELOLWj GHO JUXSSR Σ 3 6RWWRJUXSSL QRUPDOL GHO JUXSSR

Σ 3

2VVHUYD]LRQH ,,,


)RQGDPHQWL GL $OJHEUD ,QGLFH

*UXSSR VLPPHWULFR GL RUGLQH *UXSSR DOWHUQR A4 6RWWRJUXSSL QRUPDOL GHO JUXSSR DOWHUQR A4 6RWWRJUXSSL QRUPDOL GL Σ 4 6WUXWWXUD GHu JUXSSL TXR]LHQWH Σ 4 / A4 H A 4 /V 4 5LVROXELOLWj GHO JUXSSR Σ 4 2VVHUYD]LRQH

*UXSSL VLPPHWULFR GL RUGLQH PDJJLRUH GL 6HPSOLFLWj GHO JUXSSR DOWHUQR A5 6HPSOLFLWj GHO JUXSSR DOWHUQR An 6RWWRJUXSSL QRUPDOL GHO JUXSSR VLPPHWULFR Σ n 1RQ ULVROXELOLj GHO JUXSSR Σ n 2VVHUYD]LRQH 6LJQLILFDWR JHRPHWULFR GHL JUXSSL VLPPHWULFL 6LPPHWULH GHO JUXSSR VLPPHWULFR GL RUGLQH 6LPPHWULH GHO JUXSSR VLPPHWULFR GL RUGLQH 6LPPHWULH GHO JUXSSR VLPPHWULFR GL RUGLQH &$3,72/2 67587785$ $/*(%5,&$ ', $1(//2 'HILQL]LRQH GHOOD 6WUXWWXUD GL $QHOOR $QHOOL FRPPXWDWLYL HG DQHOOL XQLWDUL $QHOOR FRPPXWDWLYR $QHOOR XQLWDULR 3URSULHWj GHJOL DQHOOL $QHOOR GL LQWHUJLWj H GRPLQLR GL LQWHJULWj (VHPSLR 1RWD]LRQH FDQRQLFD 5HJROH GL VHPSOLILFD]LRQH &RUSL H FDPSL 'HILQL]LRQH GL FRUSR 'HILQL]LRQH GL FDPSR /HJDPH WUD FDPSL q GRPLQL GL LQWHUJULWj 6RWWRDQHOOL ,QWHUVH]LRQH GL VRWWRDQHOOL 6RWWRDQHOOL SURSUL ,O FRQFHWWR GL LGHDOH ,GHDOL SURSUL ,GHDOH PDVVLPDOH ,GHDOH JHQHUDWR GD XQ VRWWR LQVLHPH GL XQ DQHOOR 6WUXWWXUD GL XQ LGHDOH JHQHUDWR GD XQ LQVLHPH ILQLWR $QHOOL DG LGHDOL SULQFLSDOL 3URSULHWj GHJOL LGHDOL /HJDPH WUD FDPSL HG LGHDOL ,QWHUVH]LRQH GL LGHDOL $QHOOR TXR]LHQWH 2PRPRUILVPL HG LVRPRUILVPL WUD DQHOOL &RQVHUYD]LRQH GHOO·HOHPHQWR QHXWUR H GHOO·HOHPHQWR LQYHUVR 1XFOHR R NHUQHO GL XQ RPRPRUILVPR 2VVHUYD]LRQH /HJDPL H SURSULHWj WUD RPRPRUILVPL LGHDOL HG DQHOOL TXR]LHQWH 3URSULHWj GHOO·LPPDJLQH GL XQ RPRPRUILVPR 3URSULHWj GHO NHUQHO /HJDPH WUD NHUQHO GL XQ RPRPRUILVPL HG LGHDOH GL XQ DQHOOR (VLVWHQ]D GL XQ RPRPRUILVPR WUD XQ DQHOOR HG LO VXR TXR]LHQWH ,9


)RQGDPHQWL GL $OJHEUD ,QGLFH /HJDPH GL LVRPRUILVPR WUD O·LPPDJLQH RPRPRUID GL XQ DQHOOR HG LO TXR]LHQWH /HJDPH WUD JOL LGHDOL GL XQ DQHOOR H TXHOOL GHOOD VXD O·LPPDJLQH RPRPRUID 3URSULHWj GHOO·DQHOOR TXR]LHQWH GHULYDWR GD XQ LGHDOH PDVVLPDOH

&DUDWWHULVWLFD GL XQ DQHOOR 7HRUHPD VXOOD FDUDWWHULVWLFD ILQLWD (VHPSLR $QHOOR GHJOL ,QWHUL *OL LGHDOL GHOO· DQHOOR (Z,+,â‹…) &DUDWWHUL]]D]LRQH GHOO·DQHOOR TXR]LHQWH Z /I &DUDWWHUL]]D]LRQH GHJOL LGHDOL PDVVLPDOL 2VVHUYD]LRQH $QHOOL HXFOLGHL 'HILQL]LRQH GL DQHOOR HXFOLGHR 2VVHUYD]LRQL 6WUXWWXUD GHJOL LGHDOL GL XQ DQHOOR HXFOLGHR (VLVWHQ]D GHOO·HOHPHQWR XQLWj 2VVHUYD]LRQH 'HILQL]LRQL XWLOL 3ULPD GHILQL]LRQH GLYLVLELOLWj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j GHOOH RSHUD]LRQL WUD PDWULFL 3URSULHWj FRPPXWDWLYD GHOOD VRPPD 3URSULHWj DVVRFLDWLYD GHOOD VRPPD 3URSULHWj GLVWULEXWLYD GHO SURGRWWR ULVSHWWR DOOD VRPPD 3URSULHWj DVVRFLDWLYD GHO SURGRWWR &RQVLGHUD]LRQL VXOOD SURSULHWj FRPPXWDWLYD GHO SURGRWWR 0DWULFH WUDVSRVWD GL XQD PDWULFH 0DWULFL TXDGUDWH 0DWULFH LQYHUVD 0DWULFL RUWRQRUPDOL )RUPH SDUWLFRODUL GL PDWULFL 0DWULFL 'LDJRQDOL 0DWULFL GLDJRQDOH D EORFFKL 0DWULFL WULDQJRODUL 0DWULFL D EORFFKL 0DWULFL VLPPHWULFKH 0DWULFH XQLWj &$3,72/2 '(7(50,1$17, 'HWHUPLQDQWH GL XQD PDWULFH GL GLPHQVLRQH [ 3URSULHWj GHL GHWHUPLQDQWL GHO VHFRQGR RUGLQH 'HWHUPLQDQWH GHOOD PDWULFH WUDVSRVWD 9


)RQGDPHQWL GL $OJHEUD ,QGLFH 'HWHUPLQDQWH GL XQD PDWULFH FRQ ULJKH R FRORQQH VFDPELDWH ULVSHWWR DG XQD PDWULFH GDWD 'HWHUPLQDQWH GL XQD PDWULFH FRQ ULJKH R FRORQQH SUHPROWSOLFDWH SHU XQD FRVWDQWH 'HWHUPLQDQWH FRQ ULJKH R FRORQQH SURSRU]LRQDOL 'HWHUPLQDQWH GL XQD PDWULFH FRQ ULJKH R FRORQQH HVSUHVVH FRPH VRPPD GL GXH DGGHQGL 'HWHUPLQDQWH GL XQD PDWULFH SURGRWWR GL PDWULFL 0DWULFH LQYHUVD 5HJROD GL ULVROX]LRQH GHL VLVWHPL OLQHDUL 5HJROD GL &UDPHU

'HWHUPLQDQWH GL XQD PDWULFH GL GLPHQVLRQH [ 6YLOXSSR GHO GHWHUPLQDQWH FRPH VRPPD GL GHWHUPLQDQWL GHO VHFRQGR RUGLQH ,QGLFDWRUH GL /HYL &LYLWD 5DSSUHVHQWD]LRQH GL XQ GHWHUPLQDQWH WUDPLWH O·LQGLFDWRUH GL /HYL &LYLWD 3URSULHWj GHL GHWHUPLQDQWL GHO WHU]R RUGLQH 'HWHUPLQDQWH GHOOD PDWULFH WUDVSRVWD 'HWHUPLQDQWH GL XQD PDWULFH FRQ ULJKH R FRORQQH VFDPELDWH ULVSHWWR DG XQD PDWULFH GDWD 'HWHUPLQDQWH GL XQD PDWULFH FRQ XQD ULJD FRORQQD PROWLSOLFDWD SHU XQD FRVWDQWH 'HWHUPLQDQWH GL XQD PDWULFH FRQ ULJKH FRORQQH XJXDOL 'HWHUPLQDQWH GL XQD PDWULFH FRQ ULJKH FRORQQH SURSRU]LRQDOL 'HWHUPLQDQWH GL XQD PDWULFH FRQ ULJKH FRORQQH HVSUHVVH FRPH VRPPD GL DGGHQGL 'HWHUPLQDQWH GL XQD PDWULFH SURGRWWR GL PDWULFL 0DWULFH LQYHUVD 2VVHUYD]LRQL 'HWHUPLQDQWH GHOOD PDWULFH LQYHUVD 5HJROD GL ULVROX]LRQH GHL VLVWHPL OLQHDUL 5HJROD GL &UDPHU 'HWHUPLQDQWH GL XQD PDWULFH GL GLPHQVLRQH Q[Q 6YLOXSSR GHO 'HWHUPLQDQWH FRPH 6RPPD GL 'HWHUPLQDQWL GL RUGLQH Q 0LQRUL GL XQD PDWULFH 0LQRUL SULQFLSDOL 3URSULHWj GHL GHWHUPLQDQWL 'HWHUPLQDQWL GL 0DWULFL FRQ 6WUXWWXUD 3DUWLFRODUH 'HWHUPLQDQWH GL XQD PDWULFH GLDJRQDOH 'HWHUPLQDQWH GL XQD PDWULFH FRQ XQD OLQHD FRORQQD R ULJD QXOOD 'HWHUPLQDQWH GL XQD PDWULFH WULDQJRODUH 'HWHUPLQDQWH GL XQD PDWULFH GLDJRQDOH D EORFFKL 'HWHUPLQDQWH GL XQD PDWULFH WULDQJRODUH D EORFFKL 0DWULFH LQYHUVD 8QLFLWj GHOOD PDWULFH LQYHUVD 'HWHUPLQDQWH GHOOD PDWULFH LQYHUVD 'HWHUPLQD]LRQH GHOOD PDWULFH LQYHUVD 0DWULFH LQYHUVD GHOOD PDWULFH WUDVSRVWD 6LPEROR GL .URQHFNHU JHQHUDOL]]DWR 6LPEROR D TXDWWUR LQGLFL 6LPEROR D VHL LQGLFL 6LPEROR D S LQGLFL 3URSULHWj GHO 6LPEROR GL .URQHFNHU JHQHUDOL]]DWR (VSUHVVLRQH GHO GHWHUPLQDQWH WUDPLWH LO VLPEROR GL .URQHFNHU &$3,72/2 63$=, /,1($5, &RQFHWWL LQWURGXWWLYL 'HILQL]LRQH DVVLRPDWLFD GL 6SD]LR /LQHDUH 3URSULHWj GHJOL VSD]L YHWWRULDOL 8QLFLWj GHOO·HOHPHQWR QXOOR 8QLFLWj GHOO·HOHPHQWR ,QYHUVR RSSRVWR 8OWHULRUL SURSULHWj (VHPSL GL YHWWRUL 9,


)RQGDPHQWL GL $OJHEUD ,QGLFH 9HWWRUL RUGLQDUL 9HWWRUH SRVL]LRQH 9HWWRUH VSRVWDPHQWR H YHORFLWj 1 3OH GL QXPHUL UHDOL 3ROLQRPL GL JUDGR Q 0DWULFL Q[Q 2VVHUYD]LRQL

6RWWRVSD]L YHWWRULDOL %DVH GL XQR 6SD]LR 9HWWRULDOH &DVR PRQRGLPHQVLRQDOH &DVR ELGLPHQVLRQDOH 6LJQLILFDWR JHRPHWULFR GHOOH FRPSRQHQWL &RQGL]LRQL DQDOLWLFKH GL LQGLSHQGHQ]D OLQHDUH &DVR WULGLPHQVLRQDOH &RQGL]LRQL DQDOLWLFKH GL LQGLSHQGHQ]D OLQHDUH &DVR JHQHUDOH GHILQL]LRQH DVVLRPDWLFD GHO FRQFHWWR GL EDVH 8QLFLWj GHOOD UDSSUHVHQWD]LRQH GL XQ YHWWRUH VHFRQGR XQD EDVH SUHILVVDWD &RQGL]LRQL DQDOLWLFKH GL LQGLSHQGHQ]D OLQHDUH 5DSSUHVHQWDELOLWj GL E n DWWUDYHUVR XQ TXDOVLDVL VLVWHPD GL n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j 0HWRGL GL 6ROX]LRQH GHL 6LVWHPL /LQHDUL 5LVROX]LRQH GL 6LVWHPL /LQHDUL 4XDGUDWL 1RUPDOL 5HJROD GL &UDPHU 5LVROX]LRQH GL 6LVWHPL /LQHDUL 1RUPDOL 5LVROX]LRQH GL 6LVWHPL /LQHDUL 1RQ 1RUPDOL 7HRUHPD GL 5RXFKq &DSHOOL 7HRUHPD GL 5RXFKq 7HRUHPD GL &DSHOOL 9,,


)RQGDPHQWL GL $OJHEUD ,QGLFH

6WUXWWXUD GL XQ VLVWHPD OLQHDUH QRQ QRUPDOH FRPSDWLELOH &RQGL]LRQH GL DQQXOODPHQWR GHL GHWHUPLQDQWL 6LVWHPL /LQHDUL 2PRJHQHL 0HWRGR GL 5LVROX]LRQH GL *DXVV 6WUXWWXUD GHL 3LYRW /HJDPL WUD OH PDWULFL GHL FRHIILFLHQWL (VHPSLR &$3,72/2 )250( 48$'5$7,&+( *HQHUDOLWj )RUPH 4XDGUDWLFKH QHL FDVL PRQRGLPHQVLRQDOH H ELGLPHQVLRQDOH )RUPH 4XDGUDWLFKH QHO FDVR JHQHUDOH ,QYDULDQ]D SHU FRQJUXHQ]D 6WUDWHJLD SHU OR VWXGLR GHO VHJQR 6WXGLR GHOOD PDWULFH $ FRPH RSHUDWRUH OLQHDUH &DPELDPHQWR GL EDVH $XWRYDORUL $XWRYHWWRUL (VLVWHQ]D GL EDVL GL DXWRYHWWRUL H GLDJRQDOL]]D]LRQH 7HRUHPD VSHWWUDOH 7HRUHPD GL 6\OYHVWHU H &ULWHUL GL GHWHUPLQD]LRQH GHO VHJQR 7HRUHPD GL 6\OYHVWHU &RQGL]LRQL GL 3RVLWLYLWj &RQGL]LRQL GL 1HJDWLYLWj &RQGL]LRQL GL 6HPLSRVLWLYLWj

9,,,


)RQGDPHQWL GL $OJHEUD ,QWURGX]LRQH

,QWURGX]LRQH

'L VHJXLWR VRQR ULSRUWDWL L VLPEROL XWLOL]]DWL H YLHQH LOOXVWUDWD OD FRQYHQ]LRQH GL (LQVWHLQ HGL LO PHWRGR GL LQGX]LRQH

, 6LPEROL XWLOL]]DWL , 6LPEROL ORJLFL

∀ ∃

⇐ ⇔ ∈ ∉

4XDQWLILFDWRUH 8QLYHUVDOH (VLVWHQ]D ,PSOLFD]LRQH ,PSOLFD]LRQH ,QYHUVD &RLPSOLFD]LRQH $SSDUWHQHQ]D 1RQ $SSDUWHQ]D 7DOH FKH

| (VHPSL • ∀a ∈ I VLJQLILFD ´TXDOXQTXHµ HOHPHQWR a µDSSDUWHQHQWHµ DOO·LQVLHPH I RSSXUH ´SHU RJQLµ HOHPHQWR a µDSSDUWHQHQWHµ DOO·LQVLHPH I ∃a ∈ I VLJQLILFD ´HVLVWHµ DOPHQR XQ HOHPHQWR a FKH ´DSSDUWHQHQWHµ DOO·LQVLHPH I • • • • •

a ∉ I VLJQLILFD FKH a ´QRQ DSSDUWLHQHµ DOO·LQVLHPH I

R R ′ VLJQLILFD FKH OD YDOLGLWj GHOOD UHOD]LRQH R ´LPSOLFDµ RVVLD GHWHUPLQD OD YDOLGLWj GHOOD UHOD]LRQH R ′ LQ DOWUL WHUPLQL R q XQD FRQGL]LRQH VXIILFLHQWH SHU R′ R ⇐ R ′ VLJQLILFD FKH OD UHOD]LRQH R q ´LPSOLFDWD µ RVVLD GHWHUPLQDWD GDOOD UHOD]LRQH R′ LQ DOWUL WHUPLQL R ′ q XQD FRQGL]LRQH QHFHVVDULD SHU R R ⇔ R ′ VLJQLILFD FKH OD UHOD]LRQH R ´LPSOLFDµ RVVLD GHWHUPLQD OD UHOD]LRQH R′ H YLFHYHUVD RVVLD VL WUDWWD GL XQD FRQGL]LRQH QHFHVVDULD H VXIILFLHQWH

, 6LPEROL LQVLHPLVWLFD

∩ ⊂

8QLRQH ,QWHUVH]LRQH &RQWHQLPHQWR &RQWHQLPHQWR R &RLQFLGHQ]D

,;


)RQGDPHQWL GL $OJHEUD ,QWURGX]LRQH

&RQWHQLPHQWR ,QYHUVR

&RQWHQLPHQWR ,QYHUVR R &RLQFLGHQ]D (VHPSL • A ∪ B UDSSUHVHQWD O·LQVLHPH L FXL HOHPHQWL WURYDQR LQ A RSSXUH LQ B SSXUH LQ HQWUDPEL A ∩ B UDSSUHVHQWD O·LQVLHPH L FXL HOHPHQWL WURYDQR LQ A H FRQWHPSRUDQHDPHQWH LQ B • • A ⊂ B VLJQLILFD FKH WXWWL JOL HOHPHQWL GL A DSSDUWHQJRQR DQFKH D B HG HVLVWRQR HOHPHQWL GL B FKH QRQ DSSDUWHQJRQR DG A RVVLD A q FRQWHQXWR LQ B • A ⊆ B VLJQLILFD FKH A q FRQWHQXWR LQ B RSSXUH FKH A H B FRLQFLGRQR

A ⊃ B q HTXLYDOHQWH DG B ⊂ A A ⊇ B q HTXLYDOHQWH D B ⊆ A

• •

, $OWUL VLPEROL PDWHPDWLFL

A = {a1 , a2 ,....an } ,QVLHPH GL FRVWLWXLWR GD n HOHPHQWL ai A = {ai }

a

A

&~ V

,QVLHPH GL FRVWLWXLWR GD HOHPHQWL ai QRWD]LRQH FRQWUDWWD 5HOD]LRQH GL HTXLYDOHQ]D

,QVLHPH TXR]LHQWH GL A VXOOD UHOD]LRQH a

9HWWRUH

&

& V & V & & V +W (e1 , e2 ,....., en )

1RUPD GHO 9HWWRUH V

(ei )

%DVH QHOOR 6SD]LR YHWWRULDOH D Q GLPHQVLRQL QRWD]LRQH FRQWUDWWD

0RGXOR GHO 9HWWRUH V

&

6RPPD 9HWWRULDOH %DVH QHOOR 6SD]LR YHWWRULDOH D n GLPHQVLRQL

(e1 , e 2 ,......, e n ) %DVH GXDOH GHOOR 6SD]LR YHWWRULDOH (e i ) ei

%DVH GXDOH GHOOR 6SD]LR YHWWRULDOH QRWD]LRQH FRQWUDWWD L HVLPR YHWWRUH GHOOD EDVH GXDOH GHOOR 6SD]LR YHWWRULDOH

ei vi vi

L HVLPR YHWWRUH GHOOD EDVH GHOOR 6SD]LR YHWWRULDOH

L HVLPD FRPSRQHQWH FRQWURYDULDQWH GHO YHWWRUH V

L HVLPD FRPSRQHQWH FRYDULDQWH GHO YHWWRUH V &RRUGLQDWH QHOOR 6SD]LR 7ULGLPHQVLRQDOH

( x, y , z ) A(aij ) A(mxn) T

A Det (A) A a11 ..... a1n ...

...

...

a n1

....

a nn

( x1 , x 2 ,.....x n )

0DWULFH A 0DWULFH D m ULJKH H n FRORQQH 0DWULFH 7UDVSRVWD GHOOD PDWULFH A 'HWHUPLQDQWH GL XQD PDWULFH TXDGUDWD A 'HWHUPLQDQWH XQD PDWULFH TXDGUDWD A 'HWHUPLQDQWH XQD PDWULFH TXDGUDWD A

&RRUGLQDWH QHOOR 6SD]LR D Q GLPHQVLRQL LQ IRUPD ;


)RQGDPHQWL GL $OJHEUD ,QWURGX]LRQH

( x1 , x2 ,.....xn )

FRQWURYDULDQWH &RRUGLQDWH QHOOR 6SD]LR D Q GLPHQVLRQL LQ IRUPD

FRYDULDQWH

i

&RRUGLQDWH QHOOR 6SD]LR FRQWURYDULDQWL QRWD]LRQH FRQWUDWWD

(x )

( xi ) δ ij

&RRUGLQDWH QHOOR 6SD]LR FRYDULDQWL QRWD]LRQH FRQWUDWWD

ε i1i2. .........in

(i = 1..n )

[a, b]

R R× R

6LPEROR GL .URQHFNHU ,QGLFDWRUH GL /HYL &LYLWD LQGLFH i SXz DVVXPHUH WXWWL L YDORUL LQWHUL GD 1 DG n LQWHUYDOOR FKLXVR GDOO·HVWUHPR a DOO·HVWUHPR b FRPSUHVL

,QVLHPH R &DPSR GHL QXPHUL UHDOL 3URGRWWR FDUWHVLDQR GHO FDPSR GHL QXPHUL UHDOL FRLQFLGH FRQ LO SLDQR FDUWHVLDQR

R2 = R × R

3URGRWWR FDUWHVLDQR GHO FDPSR GHL QXPHUL UHDOL FRLQFLGH FRQ LO SLDQR FDUWHVLDQR

R n = R × .....R

3URGRWWR FDUWHVLDQR n − plo GHO FDPSR GHL QXPHUL UHDOL FRLQFLGH FRQ OR VSD]LR HXFOLGHR DG n GLPHQVLRQL 6SD]LR 9HWWRULDOH 6SD]LR 9HWWRULDOH GL GLPHQVLRQH n

E En A × A × .... A

3URGRWWR FDUWHVLDQR n −

plo GL XQ LQVLHPH A

, &RQYHQ]LRQH GL (LQVWHLQ

/D FRQYHQ]LRQH GL (LQVWHLQ SHUPHWWH GL HVSULPHUH LQ IRUPD VLQWHWLFD OH UHOD]LRQH LQ FXL FL VRQR GHOOH VRPPDWRULH ,Q VRVWDQ]D LQ WDOL UHOD]LRQL VL VRWWLQWHQGH LO VLPEROR GL VRPPDWRULD H VL VXSSRQH FKH OD VRPPD YLHQH HIIHWWXDWD VXJOL LQGLFL ULSHWXWL LQ DOWR HG LQ EDVVR $G HVHPSLR VL VXSSRQJD GL DYHUH OD VHJXHQWH HVSUHVVLRQH Δ =

n

n

¦¦ v i v j g ij LQ FXL VL VRPPD i =1 j =1

ULVSHWWR DL GXH LQGLFL i H j &RQ OD FRQYHQ]LRQH GL (LQVWHLQ VL VRWWLQWHQGRQR OH GXH VRPPDWRULH H VL VXSSRQH FKH DO VRPPD YLHQH HIIHWWXDWD VXJOL LQGLFL ULSHWXWL LQ DOWR HG LQ EDVVR FKH VRQR DSSXQWR i H j 3HUWDQWR OD SUHFHGHQWH HTXD]LRQH DVVXPH OD IRUPD SL VHPSOLFH H FRPSDWWD VHJXHQWH

Δ = v i v j g ij 1HO VHJXLWR GHOOD WUDWWD]LRQH YLHQH HYLGHQ]LDWR VSHVVR QHL SULPL FDSLWROL O·LPSLHJR GHOOD FRQYHQ]LRQH GL (LQVWHLQ FLj DOOR VFRSR GL RWWHQHUH XQD PDJJLRUH FKLDUH]]D DQFKH VH SXz ULVXOWDUH ULGRQGDQWH

, 0HWRGR GL LQGX]LRQH

,O PHWRGR GL LQGX]LRQH FRVWLWXLVFH XQ PHWRGR GLPRVWUDWLYR EDVDWR VXO 3ULQFLSLR GL ,QGX]LRQH 3HU LOOXVWUDUH WDOH PHWRGR VXSSRQLDPR GL YROHUH GLPRVWUDUH XQD SURSULHWj FKH GLSHQGH GD XQ LQGLFH i FKH SXz DVVXPHUH TXDOXQTXH YDORUH LQWHUR SRVLWLYR ILQLWR HG LQGLFKLDPR FRQ Pi WDOH SURSULHWj QHO JHQHULFR FDVR i − esimo 6L VXSSRQJD LQROWUH GL HVVHUH LQ JUDGR GL GLPRVWUDUH IDFLOPHQWH OD YDOLGLWj GL P1 RVVLD OD SURSULHWj LQ HVDPH QHO FDVR i = 1 ,O SULQFLSLR GL LQGX]LRQH GLFH FKH VH SRQHQGR SHU

LSRWHVL OD YDOLGLWj GHOOD SURSULHWj Pi QHO FDVR i = n − 1 > 1 VL ULHVFH D GLPRVWUDUH FKH OD YDOLGLWj GL

;,


)RQGDPHQWL GL $OJHEUD ,QWURGX]LRQH

Pi DQFKH SHU i = n DOORUD OD SURSULHWj YDOH SHU TXDOVLDVL YDORUH ILQLWR GHOO·LQGLFH i 4XDQWR HVSUHVVR VRSUD LQ VLPEROL VL HVSULPH FRPH VHJXH P1 p YHULILFDWD VH Pn−1 Pn DOORUD YDOH Pi SHU TXDOVLDVL YDORUH ILQLWR GHOO·LQGLFH i

,QIDWWL • P1 q VWDWD GLPRVWUDWD GLUHWWDPHQWH H TXLQGL q YHULILFDWD SRLFKp VL q GLPRVWUDWR LQ JHQHUDOH FKH Pn−1 Pn DSSOLFDQGR WDOH LPSOLFD]LRQH DO FDVR

SDUWLFRODUH n = 2 VHJXH P1 P2 H TXLQGL P2 YDOH DSSOLFDQGR OR VWHVVR UDJLRQDPHQWR DO FDVR SDUWLFRODUH n = 3 VHJXH P2 P3 H TXLQGL P3

YDOH

,WHUDQGR TXLQGL LO UDJLRQDPHQWR VL DUULYD D GLPRVWUDUH OD YDOLGLWj GL Pi SHU TXDOVLDVL i LQWHUR SRVLWLYR ILQLWR 6L RVVHUYL FKH VH OD SULPD SURSULHWj GLPRVWUDWD GLUHWWDPHQWH QRQ IRVVH OD P1 PD OD P2 DOORUD FRQ LO

PHWRGR GL LQGX]LRQH VL GLPRVWUDQR WXWWH OH SURSULHWj GDO YDORUH GHOO·LQGLFH i = 2 LQ VX QHO FDVR JHQHUDOH VH D SURSULHWj GLUHWWDPHQWH GLPRVWUDWD q OD Pk OD GLPRVWUD]LRQH YDOH GD i = k LQ VX

9HGLDPR RUD XQ HVHPSLR FRQFUHWR VL YXROH GLPRVWUDUH FRQ LO PHWRGR GL LQGX]LRQH FKH OD VRPPD GHL QXPHUL LQWHUL GD 1 DG n q SDUL D FKH

n n(n + 1) n(n + 1) RVVLD Pn = ¦ i = $ WDOH VFRSR RVVHUYLDPR 2 2 i =1

2(2 + 1) 2 ⋅ 3 = = 3 GD FXL VHJXH FKH OD IRUPXOD FKH YRJOLDPR 2 2 i =1 GLPRVWUDUH YDOH QHO FDVR SDUWLFRODUH P2 FRQ i = 2 VL RVVHUYL FKH SHU i = 1 QRQ KD VHQVR 2

P2 = ¦ i = 1 + 2 = 3 H P2 =

FRQVLGHUDUH DOFXQD VRPPD 6XSSRQLDPR FKH YDOJD OD Pn−1 RVVLD FKH SHU OD VRPPD GHL SULPL (n − 1) QXPHUL LQWHUL YDOJD n−1

(n − 1)(n) FKH q OD IRUPXOD FKH YRJOLDPR GLPRVWUDUH LQ FXL DO SRVWR GL n VL q PHVVR 2 i =1 (n − 1) 9HGLDPR RUD VH WDOH IRUPXOD YDOH QHO FDVR n QDWXUDOPHQWH VL KD Pn−1 = ¦ i = n

n −1

i =1

i =1

Pn = ¦ i = ¦ i + n = Pn−1 + n

6RVWLWXHQGR

LO

YDORUH

GL

Pn−1

(n − 1)(n) (n − 1)(n) + 2n n 2 − n + 2n n(n + 1) Pn = Pn−1 + n = +n= = = 2 2 2 2

'XQTXH Pn−1 Pn H OD GLPRVWUD]LRQH q FRQFOXVD BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB ;,,

VL

RWWLHQH


)RQGDPHQWL GL $OJHEUD ,QWURGX]LRQH

;,,,


)RQGDPHQWL GL $OJHEUD &DSLWROR 1XPHUL &RPSOHVVL

&$3,72/2 1XPHUL &RPSOHVVL

,QWURGX]LRQH

1HOO·$OJHEUD HOHPHQWDUH DSSDLRQR GL IUHTXHQWH GHOOH HQWLWj QXPHULFKH QRQ DSSDUWHQHQWL DOO·LQVLHPH R GHL QXPHUL UHDOL $G HVHPSLR VXSSRQLDPR GL YROHU GHWHUPLQDUH OH UDGLFL GHOOD VHJXHQWH HTXD]LRQH DOJHEULFD GL JUDGR

x 2 + 4 = 0 3RUWDQGR D VHFRQGR PHPEUR VL RWWLHQH

x 2 − 4 = 0 FKH LPSOLFD OD ULFHUFD GL XQ QXPHUR LO FXL TXDGUDWR q QHJDWLYR 'L IURQWH D WDOH ULFHUFD

VRQR SRVVLELOL GXH DWWHJJLDPHQWL SULPR DWWHJJLDPHQWR QRQ HVLVWH DOFXQ QXPHUR LO FXL TXDGUDWR q QHJDWLYR H GXQTXH LO SUREOHPD QRQ DPPHWWH VROX]LRQH

VHFRQGR DWWHJJLDPHQWR VL FHUFD FRPXQTXH GL GDUH XQ VLJQLILFDWR DOOD HTXD]LRQH x

2

= −4

6HJXHQGR LO VHFRQGR DSSURFFLR PDQLSROLDPR O·HTXD]LRQH x = −4 x =

(4) ⋅ (−1)

x = ± (4) (−1) x = ±2 ⋅ (−1) $ TXHVWR SXQWR GHILQLDPR LO VLPEROR

(−1) XQLWj

LPPDJLQDULD HG LQGLFLDPROR FRQ OD OHWWHUD i SHUWDQWR SRQLDPR SHU GHILQL]LRQH i =

(−1) 'D XQ

2

SXQWR GL YLVWD VWUHWWDPHQWH IRUPDOH O·HTXD]LRQH x + 4 = 0 KD GXQTXH FRPH VROX]LRQL OH GXH UDGLFL ± 2i &L VLDPR GXQTXH LPEDWWXWL LQ XQ QXRYR HQWH FKH VLFXUDPHQWH QRQ q XQ QXPHUR UHDOH SRLFKp QHVVXQ QXPHUR UHDOH DO TXDGUDWR SXz IRUQLUH FRPH ULVXOWDWR XQ QXPHUR LQWHUR QHJDWLYR H SHUPHWWH GL GDUH GHOOH ULVSRVWH D SUREOHPL D FXL L QXPHUL UHDOL QRQ GDQQR ULVSRVWD GD WDOH SXQWR GL YLVWD WDOL QXRYL HQWL VHPEUDQR SL JHQHUDOL GHL QXPHUL UHDOL )LQRUD SHUz QRQ DEELDPR IDWWR DOWUR FKH GDUH XQ QRPH DG XQ TXDOFRVD FKH FL VL q SUHVHQWDWR QHOOD ULVROX]LRQH GHOO·HTXD]LRQH TXDGUDWLFD 2UD ELVRJQD GHILQLUH XQ·DOJHEUD LQWRUQR D TXHVWL QXRYL HQWL RVVLD VWUXWWXUDUH XQ LQVLHPH GL RSHUD]LRQL FRPH VRPPD SURGRWWR GLYLVLRQH H IRUPDOL]]DUH XQD GHILQL]LRQH SUHFLVD LQ PRGR WDOH FKH L QXPHUL UHDOL VLDQR XQ FDVR SDUWLFRODUH GL TXHVWL QXRYL HQWL FKH FKLDPHUHPR QXPHUL FRPSOHVVL R QXPHUL LPPDJLQDUL Ë LPSRUWDQWH ULOHYDUH FKH OD GHILQL]LRQH GL QXPHUR FRPSOHVVR H GHOOH ORUR RSHUD]LRQL GHYH HVVHUH SRVWD LQ PRGR WDOH FKH TXDQGR XQ QXPHUR FRPSOHVVR VL ULGXFH DG XQ QXPHUR UHDOH VL RWWHQJDQR OH VWHVVH RSHUD]LRQL GL VRPPD SURGRWWR HFF GHO FDVR UHDOH 6HJXHQGR WDOL LQGLFD]LRQL VL SRQJRQR OH VHJXHQWL GHILQL]LRQL • XQ QXPHUR FRPSOHVVR p GHILQLWR GD XQD FRSSLD GL QXPHUL UHDOL a, b 6L SRQH a ∈ R H 2

b ∈ R HG i XQLWj LPPDJLQDULD 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 1XPHUL &RPSOHVVL

> @ (a, b ) = a + ib

• •

VL SRQJRQR LQROWUH OH VHJXHQWL XJXDJOLDQ]H i 0 = 0 i = 1i OD FRSSLD (a,0) = a + i 0 LGHQWLILFD LO QXPHUR UHDOH a SHUWDQWR

a = (a,0) = a + i0 LQ

SDUWLFRODUH O·XQLWj UHDOH SXz HVVHUH UDSSUHVHQWDWD FRPH 1 = (1,0) 'DOOD GHILQL]LRQH LQROWUH

•

VHJXH DQFKH FKH − a = (−a,0) = −(a ) = −(a + i 0) = −(a,0) RVVLD VL SXz SRUWDUH IXRUL GDO VHJQR GL SDUHQWHVL LO VHJQR PHQR OD FRSSLD (0, b) = 0 + ib LGHQWLILFD LO QXPHUR LPPDJLQDULR SXUR ib SHUWDQWR

• •

ib = (0, b) = 0 + ib FRPH FDVR SDUWLFRODUH FRQ b = 1 VL KD i = (0,1) VL SRQH ib = bi RVVLD q LQGLIIHUHQWH O·RUGLQH GHL IDWWRUL ILVVDWD OD FRSSLD (a, b = a + ib a YLHQH GHWWD SDUWH UHDOH GHO QXPHUR FRPSOHVVR H b SDUWH

•

LPPDJLQDULD LO QXPHUR UDSSUHVHQWDWR GDOOD FRSSLD

•

(a,−b) = a − ib YLHQH GHWWR QXPHUR FRPSOHVVR

FRQLXJDWR GL (a, b) = a + ib 3HUWDQWR GXH QXPHUL VRQR FRPSOHVVL FRQLXJDWL VH KDQQR OD SDUWH LPPDJLQDULD XJXDOH LQ YDORUH DVVROXWR H GL VHJQR RSSRVWR OD VRPPD GL GXH QXPHUL FRPSOHVVL (a, b) = a + ib H (c, d ) = c + id q GHILQLWD FRPH LO QXPHUR FRPSOHVVR FKH KD SHU SDUWH UHDOH OD VRPPD GHOOH SDUWL UHDOL H SHU SDUWH LPPDJLQDULD OD VRPPD GHOOH SDUWL LPPDJLQDULH > @ (a, b) + (c, d ) = (a + c, b + d ) = (a + c) + i (b + d )

•

6L RVVHUYL FKH LQ FRQIRUPLWj D TXHVWD GHILQL]LRQH VL KD (a,0) + (b,0) = (a + b,0) = a + b H TXLQGL OD VRPPD VXL FRPSOHVVL FRLQFLGH FRQ OD VRPPD VXL UHDOL a H b SHU TXDQWR ULJXDUGD LO SURGRWWR GL GXH QXPHUL FRPSOHVVL SHU FRVWUXLUH OD GHILQL]LRQH

= −4 HVVD GHYH DPPHWWHUH FRPH VROX]LRQL x = ±2i H TXLQGL (+2i) â‹… (+2i) = −4 GD FXL DG HVHPSLR + 2i DO TXDGUDWR GHYH GDUH − 4 RVVLD (+2i) â‹… (+2i ) = (+2) â‹… (+2) â‹… (i) â‹… (i ) = 4 â‹… (i) â‹… (i) = −4 'D FLz VL GHGXFH FKH XQD

ULWRUQLDPR DOO·HTXD]LRQH x

2

GHILQL]LRQH GL SURGRWWR FRHUHQWH FRQ LO GLVFRUVR LQL]LDOH FKH FL KD LQGRWWL D GHILQLUH L QXPHUL FRPSOHVVL GHYH LPSRUUH > @ (i ) ⋅ (i ) = i = −1 2

6L SRQH TXLQGL SHU GHILQL]LRQH FKH LO TXDGUDWR GHOO·XQLWj LPPDJLQDULD FKH q XQ QXPHUR FRPSOHVVR SXUR RVVLD XQ QXPHUR FRPSOHVVR FRQ SDUWH UHDOH QXOOD q SDUL D − 1 H TXLQGL q XQ QXPHUR UHDOH &RPH FRQVHJXHQ]D GL FLz LQ JHQHUDOH LO SURGRWWR GL GXH QXPHUL LPPDJLQDUL SXUL q XQ QXPHUR UHDOH H YDOH > @ (0, b) â‹… (0, c ) = ib â‹… ic = bci = −bc = ( −bc,0) 2

'D WDOH GHILQL]LRQH VHJXH DQFKH OD YDOLGLWj GHOOD SURSULHWj VHJXHQWH

(0, b, ) ⋅ (0, c + d ) = (−b[c + d ],0) = (−bc − bd ,0) = = (−bc,0) + (−bd ,0) = −[(bc,0) + (bd ,0)]

FKH SXz HVVHUH SHQVDWD FRPH OD SURSULHWj GLVWULEXWLYD SHU LO SURGRWWR GL QXPHUL LPPDJLQDUL SXUL 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 1XPHUL &RPSOHVVL 1DWXUDOPHQWH XQ·DOWUD SURSULHWj GHO SURGRWWR WUD QXPHUL FRPSOHVVL q TXHOOD FKH QHO FDVR UHDOH SDUWH LPPDJLQDULD QXOOD HVVD GHYH FRLQFLGHUH FRQ O·XVXDOH SURGRWWR WUD QXPHUL UHDOL FRQ WXWWH OH SURSULHWj GHOOD PROWLSOLFD]LRQH FRPH LQ SDUWLFRODUH OD SURSULHWj GLVWULEXWLYD ULVSHWWR DOOD VRPPD 3HU WDOH PRWLYR QHO FDVR GL SDUWH LPPDJLQDULD QXOOD VL SRQH > @ (a,0) â‹… (b,0) = ab = (ab,0)

3HU FRPSOHWDUH OD QRVWUD GHILQL]LRQH GL SURGRWWR ULPDQH GD VYLOXSSDUH O·DQDOLVL GHO FDVR GL XQ SURGRWWR WUD XQ QXPHUR UHDOH HG XQ QXPHUR LPPDJLQDULR SXUR $QDOL]]LDPR LO VHJXHQWH FDVR LQ FXL VL KD OD VRPPD GHL WUH QXPHUL LPPDJLQDUL SXUL

i + i + i = (0,1) + (0,1) + (0,1) 'DOOD GHILQL]LRQH GL VRPPD VHJXH

i + i + i = (0,1) + (0,1) + (0,1) = (0,3) = 3i ULFRUGDQGR FKH PROWLSOLFDUH nxm VLJQLILFD VRPPDUH m YROWH n DSSDUH UDJLRQHYROH SRUUH > @ a â‹… ib = (a,0) â‹… (0, b) = (0, ab) = abi 9HULILFKLDPR DQFKH LQ TXHVWR FDVR OD YDOLGLWj GHOOD SURSULHWj GLVWULEXWLYD

(a + c)bi = (a + c,0) â‹… (0, b) = (0,[a + c]b) = = (0, ab + bc) = (0, ab) + (0, bc) = abi + bci

(a(c + b)i = (a,0) â‹… (0, b + c) = (0, a[b + c]) = = (0, ab + ac) = (0, ab) + (0, ac) = abi + aci 1RWLDPR RUD FKH XQ JHQHULFR QXPHUR FRPSOHVVR SXz HVVHUH VFULWWR FRPH VHJXH a + ib = (a, b) = (a,0) + (0, b) RVVLD FRPH VRPPD GL XQ QXPHUR UHDOH HG XQ QXPHUR LPPDJLQDULR SXUR SRVVLDPR RUD FDOFRODUH LO SURGRWWR GL GXH QXPHUL FRPSOHVVL QHO FDVR JHQHUDOH

(a, b) â‹… (c, d ) = [(a,0) + (0, b)] â‹… [(c,0) + (0, d )] =

= (a,0) ⋅ [(c,0) + (0, d ))] + (0, b) ⋅ [(c,0) + (0, d ))] (a, b) ⋅ (c, d ) = (ac,0) + (0, ad ) + (0, bc) + (−bd ,0)

> @ (a, b) â‹… (c, d ) = (ac − bd , ad + bc) 1HOOH HVSUHVVLRQL SUHFHGHQWL VL q VXSSRVWD YDOLGD OD SURSULHWj GLVWULEXWLYD SHUWDQWR OD > GHILQLVFH LO SURGRWWR WUD GXH QXPHUL FRPSOHVVL q IDFLOH YHULILFDUH FRPH VL RWWHQJRQR L FDVL SDUWLFRODUL GL SURGRWWR WUD QXPHUL UHDOL WUD LPPDJLQDUL SXUL H WUD UHDOL HG LPPDJLQDUL SXUL 3HU LQFLVR WDOH UHJROD VL RWWLHQH IDFLOPHQWH DSSOLFDQGR OH XVXDOL UHJROH GHOO·$OJHEUD H OD > FRPH VHJXH

(a, b) â‹… (c, d ) = (a + ib) â‹… (c + id ) =

= ac + iad + ibc + i 2bd = (ac − bd ) + i(ad + bc) 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 1XPHUL &RPSOHVVL

• •

3HU WDOH PRWLYR QHO VHJXLWR YHUUj XWLOL]]DWD OD QRWD]LRQH a + ib LO PRGXOR DO TXDGUDWR GL XQ QXPHUR FRPSOHVVR q GHILQLWR FRPH LO SURGRWWR WUD LO QXPHUR HG LO VXR FRQLXJDWR

(a + ib) = (a + ib)(a − ib) = = (a 2 + b 2 ) + i (ab − ab) = (a 2 + b 2 ) + i 0 = a 2 + b 2 •

SHU TXDQWR ULJXDUGD LO UDSSRUWR WUD QXPHUL FRPSOHVVL VL KD

a + ib (a + ib) ⋅ (c − id ) (a + ib) ⋅ (c − id ) (ac + bd ) ⋅ i (bc − ad ) = = = c + id (c + id ) ⋅ (c − id ) c2 + d 2 c2 + d 2

3HUWDQWR VL KD

> @

a + ib (ac + bd ) ⋅ i (bc − ad ) = c + id c2 + d 2

5DSSUHVHQWD]LRQH JHRPHWULFD

&RPH L QXPHUL UHDOL VRQR VXVFHWWLELOL GL XQD UDSSUHVHQWD]LRQH JHRPHWULFD IDFHQGROL FRUULVSRQGHUH DL SXQWL GL XQD UHWWD RULHQWDWD DQDORJDPHQWH L QXPHUL FRPSOHVVL SRVVRQR HVVHUH PHVVL LQ FRUULVSRQGHQ]D FRQ L SXQWL GL XQ SLDQR GHQRPLQDWR SLDQR FRPSOHVVR , GXH DVVL GHO SLDQR VL FKLDPDQR ULVSHWWLYDPHQWH • $VVH UHDOH D FXL DSSDUWHQJRQR WXWWL L SXQWL DVVRFLDWL D QXPHUL UHDOL (a,0) •

$VVH LPPDJLQDULR D FXL DSSDUWHQJRQR WXWWL L SXQWL DVVRFLDWL D QXPHUL LPPDJLQDUL SXUL (0, b) = ib 'XQTXH VXJOL DVVL VL KDQQR L SXQWL DVVRFLDWL D QXPHUL FRQ SDUWH LPPDJLQDUD QXOOD FDVR DVVH UHDOH H SDUWH UHDOH QXOOD FDVR DVVH LPPDJLQDULR PHQWUH JOL DOWUL SXQWL GHO SLDQR KDQQR SDUWH UHDOH HG LPPDJLQDULD GLYHUVD GD ]HUR

)LJXUD 3LDQR &RPSOHVVR

1RWD]LRQH WULJRQRPHWULFD

'DOOD UDSSUHVHQWD]LRQH JHRPHWULFD GL XQ QXPHUR FRPSOHVVR q VHPSOLFH GHGXUUH OD FRVLGGHWWD QRWD]LRQH WULJRQRPHWULFD ,QIDWWL DQDOL]]DQGR OD )LJXUD VL GHGXFH FKH GHWWD ρ OD OXQJKH]]D GHO VHJPHQWR FKH XQLVFH O·RULJLQH GHJOL DVVL D SXQWR a + ib H θ O·DQJROR GL WDOH VHJPHQWR FRQ O·DVVH UHDOH VL RWWLHQH

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 1XPHUL &RPSOHVVL

­ °a = ρ cos(θ ) ° ®b = ρ sin(θ ) °b ° = tan(θ ) ¯a

GD FXL VHJXH /·DQJROR

> @ a + ib = ρ[cos(θ ) + i sin(θ )]

θ YLHQH GHWWR IDVH PHQWUH LO YDORUH ρ YLHQH GHWWR PRGXOR ,QIDWWL VL RVVHUYL FKH

ρ = a2 + b2

FRVD FKH VL RWWLHQH FDOFRODQGR LO PRGXOR GHO QXPHUR FRPSOHVVR

(a + ib)(a − ib) = a 2 + b 2 = ρ 2 cos 2 (θ ) + ρ 2 sin 2 (θ ) = ρ 2 8WLOL]]DQGR OD QRWD]LRQH WULJRQRPHWULFD VL HYLQFH FKH VL RWWLHQH OR VWHVVR QXPHUR FRQ PXOWLSOL LQWHUL GL 2π FKH O·XQLWj UHDOH FRUULVSRQGH DL YDORUL ρ = 1 H θ = 0 + 2 kπ H O·XQLWj LPPDJLQDULD D ρ = 1 H θ = π + 2 kπ

1RWD]LRQH HVSRQHQ]LDOH ,QGLFKLDPR FRQ f (θ ) = cos(θ ) + isen(θ ) XQ JHQHULFR QXPHUR FRPSOHVVR D PRGXOR XQLWDULR HG RVVHUYLDPR OH VHJXHQWL SURSULHWj • 3URGRWWR WUD GXH QXPHUL

f (θ ) f (φ ) = [cos(θ ) + i sin(θ )][cos(φ ) + i sin(φ )]

f (θ ) f (φ ) = [cos(θ ) cos(φ ) − sin(θ ) sin(φ )] + i[cos(θ ) sin(φ ) + cos(φ ) sin(θ )] f (θ ) f (φ ) = cos(θ + φ ) + i sin(θ + φ ) = f (θ + φ ) 7DOH FRPSRUWDPHQWR q DQDORJR D TXHOOR GHOOD IXQ]LRQH HVSRQHQ]LDOH QHO FDPSR UHDOH θ

φ

(θ +ϕ )

LQIDWWL e ⋅ e = e 'HULYDWD GHOOD IXQ]LRQH f (θ ) GRYH SHU GHULYDWD QHO FDSR FRPSOHVVR LQWHQGLDPR OD GHULYDWD GHOOD SDUWH UHDOH GHOOD SDUWH LPPDJLQDULD

df (θ ) d cos(θ ) d sin(θ ) = +i = − sin(θ ) + i cos(θ ) = i[cos(θ ) + i sin(θ )] dθ dθ dθ df (θ ) = if (θ ) dθ

$QFKH TXHVWR FRPSRUWDPHQWR q DQDORJR D TXHOOR GHOOD IXQ]LRQH HVSRQHQ]LDOH LQIDWWL

de aθ = ae aθ dθ

/H SUHFHGHQWL GXH RVVHUYD]LRQL VXJJHULVFRQR GL GHILQLUH XQD IXQ]LRQH HVSRQHQ]LDOH QHO FDPSR iθ

FRPSOHVVR SRQHQGR f (θ ) = e 3HU JDUDQWLUH OD SLHQD FRHUHQ]D FRQ TXDQWR GHILQLWR QHO FDPSR

§ UHDOH ULFRUGDQGR FKH SHU x UHDOH YDOH e = lim ¨1 + n →∞ © x

e

n

§ iθ · = lim ¨1 + ¸ ELVRJQD TXLQGL YHULILFDUH FKH YDOJD n →∞ © n¹ 3DJ

n

x· ¸ q UDJLRQHYROH SRUUH n¹


)RQGDPHQWL GL $OJHEUD &DSLWROR 1XPHUL &RPSOHVVL

e

n

§ iθ · = lim ¨1 + ¸ = f (θ ) = cos(θ ) + i sin(θ ) n →∞ © n¹

GRYH FRQ LO OLPLWH GL XQD IXQ]LRQH D YDORUL FRPSOHVVL LQWHQGLDPR LO OLPLWH GHOOD SDUWH UHDOH H GHOOD SDUWH LPPDJLQDULD $ WDOH VFRSR GLPRVWULDPR SULPD FKH IRUPXOD GL 'H 0RLYUH

[ f (θ )]n = f (nθ ) = cos(nθ ) + i sin(nθ ) 3URFHGHUHPR SHU LQGX]LRQH • OD IRUPXOD q YHUD SHU n = 2 LQIDWWL DEELDPR JLj GLPRVWUDWR FKH SRQHQGR θ

f (θ ) f (φ ) = f (θ + φ ) H

= φ YDOH [ f (θ )] = f (2θ ) 2

VXSSRQLDPR FKH YDOJD SHU n − 1 H GLPRVWULDPR FKH YDOH DQFKH SHU n LQIDWWL

[ f (θ )]n = [ f (θ )]n−1 f (θ ) = f [(n − 1)θ ] f (θ ) SRVWR φ

= (n − 1)θ

[ f (θ )]n = f (φ ) f (θ ) = f (φ + θ )

[ f (θ )] = f (φ + θ ) = f [(n − 1)θ + θ ] = f (nθ ) n

TXLQGL SHU LQGX]LRQH OD IRUPXOD YDOH SHU TXDOVLDVL n n

§ iθ · § iθ · 5LSUHQGLDPR O·HVSUHVVLRQH lim ¨1 + ¸ = f (θ ) = cos(θ ) + i sin(θ ) LO WHUPLQH ¨1 + ¸ SXz n →∞ © n¹ n¹ ©

HVVHUH HVSUHVVR LQ IRUPD WULJRQRPHWULFD FRPH VHJXH

n

GRYH

§ iφ · § iθ · n ¨1 + ¸ = ρ [cos(φ ) + i sin(φ )] ¨1 + ¸ = ρ [cos(φ ) + i sin(φ )] n n © ¹ © ¹ 1 ­ 2 2º2 ª ° iθ §θ · §θ · = 1 + ¨ ¸ = «1 + ¨ ¸ » °ρ = 1 + n ©n¹ «¬ © n ¹ »¼ ® ° θ θ °φ = arctan[ ] φ = n n ¯

3HUWDQWR RFFRUUH VWXGLDUH LO VHJXHQWH OLPLWH n

§ iθ · lim ¨1 + ¸ = lim ρ n [cos(nφ ) + i sin(nφ )] = n →∞ © n →∞ n¹ n

ª § θ ·2 º 2 = lim «1 + ¨ ¸ » [cos(θ ) + i sin(θ )] n →∞ ¬« © n ¹ ¼»

2VVHUYLDPR FKH LO WHUPLQH [cos(θ ) + i sin(θ )] QRQ GLSHQGH GD n H TXLQGL SXz HVVHUH SRUWDWR IXRUL GDO VHJQR GL OLPLWH

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 1XPHUL &RPSOHVVL n 2º2

ª §θ · § iθ · lim ¨1 + ¸ = [cos(θ ) + i sin(θ )] lim «1 + ¨ ¸ » n→∞ © n→∞ n¹ «¬ © n ¹ »¼ n

n

ª § θ ·2 º 2 5LVROYLDPR GXQTXH lim «1 + ¨ ¸ » n→∞ ¬« © n ¹ ¼»

2

1 §θ · VL SRQJD ¨ ¸ = n → ∞ VHJXH t → ∞ VRVWLWXHQGR t ©n¹

n

/·HVSRQHQWH

n

n

ª § θ · 2 º 2 § 1 · 2 ª§ 1 · t º 2t «1 + ¨ ¸ » = ¨1 + ¸ = «¨1 + ¸ » © t¹ «¬© t ¹ ¼» ¬« © n ¹ ¼» 2 ª§ 1 · t º 1θ2 n 1 §θ · → 0 H OD EDVH «¨1 + ¸ » → e SHU n → ∞ GD FXL = n¨ ¸ = 2t 2 © n ¹ 2 n «¬© t ¹ »¼ n

n

ª§ 1 · t º 2t ª § θ ·2 º 2 0 «¨1 + ¸ » → e = 1 lim «1 + ¨ ¸ » = 1 n →∞ ¬«© t ¹ ¼» ¬« © n ¹ ¼»

3RVVLDPR FRQFOXGHUH GXQTXH FKH YDOH > @ e

n

§ iθ · = lim ¨1 + ¸ = [cos(θ ) + i sin(θ )] n →∞ © n¹ iθ

6L RVVHUYL SHU LQFLVR FKH O·HVSRQHQ]LDOH FRPSOHVVR e q XQD IXQ]LRQH SHULRGLFD FRQ SHULRGR 2π /D > SHUPHWWH GXQTXH GL HVSULPHUH XQ QXPHUR FRPSOHVVR QHOOD IRUPD HVSRQHQ]LDOH > @ a + ib =

ρ [cos(θ ) + i sin(θ )] = ρe iθ

6LFFRPH ρ HVVHQGR XQ QXPHUR UHDOH SRVLWLYR q HVSULPLELOH FRPH HVSRQHQWH GL XQ HVSRQHQ]LDOH

ρ = eξ ξ = log(ρ ) DEELDPR a + ib

= ρe iθ = eξ eiθ GD FXL SRVWR SHU GHILQL]LRQH eξ e iθ = eξ + iθ > @ a + ib

= ρe iθ = e ξ +iθ

GRYH

­ §b· °θ = arctan¨ a ¸ © ¹ ° ° 2 2 ®ρ = a + b ° 2 2 °ξ = log( ρ ) = log( a + b ) ° ¯ 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 1XPHUL &RPSOHVVL

)RUPXOH GL (XOHUR

/H QRWD]LRQL WULJRQRPHWULFKH HG HVSRQHQ]LDOL SHUPHWWRQR GL VWDELOLUH GHL OHJDPL WUD IXQ]LRQL HVSRQHQ]LDOL H IXQ]LRQL WULJRQRPHWULFKH GHQRPLQDWL )RUPXOH GL (XOHUR ,QIDWWL GDOO·XJXDJOLDQ]D

e iθ = cos(θ ) + i sin(θ ) VHJXH e −iθ = cos(−θ ) + i sin(−θ ) 3RLFKp cos(−θ ) = cos(θ ) H sin(−θ ) = − sin(θ )

e iθ + e −iθ = [cos(θ ) + i sin(θ )] + [cos(−θ ) + i sin(−θ )] = = [cos(θ ) + i sin(θ )] + [cos(θ ) − i sin(θ )] e iθ + e −iθ = [cos(θ ) + i sin(θ )] + [cos(θ ) − i sin(θ )] = 2 cos(θ ) cos(θ ) =

e iθ + e − iθ 2

e iθ − e − iθ = [cos(θ ) + i sin(θ )] − [cos(−θ ) + i sin(−θ )] = = [cos(θ ) + i sin(θ )] − [cos(θ ) − i sin(θ )]

e iθ − e −iθ = [cos(θ ) + i sin(θ )] − [cos(θ ) − i sin(θ )] = 2i cos(θ ) sin(θ ) = $EELDPR TXLQGL RWWHQXWR OH UHOD]LRQL

e iθ − e −iθ 2i

­ e iθ + e −iθ = cos( ) θ ° 2 > @ ° ® iθ −iθ °sin(θ ) = e − e °¯ 2i 6L SRQJD RUD θ

= iφ iθ = −φ HG DSSOLFKLDPR OH IRUPXOH GL (XOHUR e i (iϕ ) + e − i (iϕ ) e −ϕ + e ϕ = = cosh(φ ) 2 2 − e −i (iϕ ) e −ϕ − eϕ e −ϕ − eϕ = =i = 2i 2i 2i 2

cos(θ ) = cos(iφ ) = sin(θ ) = sin(iφ ) =

e i (iϕ )

= −i 9DOH GXQTXH

e

−ϕ

ϕ

ϕ

−e e −e =i 2 2

−ϕ

= i sinh(φ )

­cos(iθ ) = cosh(θ ) ¯sin(iθ ) = i sinh(θ )

> @ ®

1HO FDPSR FRPSOHVVR GXQTXH q SRVVLELOH IRUQLUH XQD GHVFUL]LRQH XQLWDULD GHOOH IXQ]LRQL WULJRQRPHWULFKH HG LSHUEROLFKH LQ TXDQWR TXHVWH XOWLPH FRLQFLGRQR FRQ OH SULPH YDOXWDWH VX XQ DUJRPHQWR YDULDELOH GHOOD IXQ]LRQH LPPDJLQDULR SXUR FKH YLHQH DQFKH GHWWR ´DQJROR LPPDJLQDULRµ ,QILQH VL YXROH HYLGHQ]LDUH XQD XJXDJOLDQ]D QRWHYROH FKH PHWWH LQ UHOD]LRQH O·XQLWj LPPDJLQDULD i FRQ

π HG LO QXPHUR GL 1HSHUR e LQIDWWL GD e iθ = cos(θ ) + i sin(θ ) SHU θ = π

e iπ = cos(π ) + i sin(π ) = −1 3DJ

VHJXH FKH


)RQGDPHQWL GL $OJHEUD &DSLWROR 1XPHUL &RPSOHVVL

> @ e 6H YDOXWLDPR e

= −1

= cos(θ ) + i sin(θ ) SHU θ = ± kπ OD > VL JHQHUDOL]]D FRPH VHJXH

e ± ikπ = cos(± kπ ) + i sin(± kπ ) = (−1) k > @ e

± ikπ

= (−1) k

1RWD]LRQH 0DWULFLDOH

$EELDPR YLVWR FKH XQ QXPHUR FRPSOHVVR SXz HVVHUH UDSSUHVHQWDWR DWWUDYHUVR XQD FRSSLD GL QXPHUL UHDOL (a, b) = a + ib FRQ (a) OD SDUWH UHDOH H (b) OD SDUWH LPPDJLQDULD • iθ

• ρe = ρ cos(θ ) + i sin(θ ) FRQ ρ LO PRGXOR H θ O·DQRPDOLD 6H ULFRUGLDPR OD UDSSUHVHQWD]LRQH JUDILFD GL XQ QXPHUR VXO SLDQR FRPSOHVVR VL HYLQFH FKH OD iθ

FRPSRQHQWH e DJLVFH FRPH XQ RSHUDWRUH GL URWD]LRQH FKH ID UXRWDUH GL XQ DQJROR θ LO YHWWRUH ( ρ ,0) FKH LQGLYLGXD XQ QXPHUR UHDOH SXUR QHO YHWWRUH ρ cos(θ ), ρ sin(θ ) FKH UDSSUHVHQWD XQ

[

QXPHUR FRPSOHVVR FRQ SDUWH LPPDJLQDULD QRQ QXOOD SDUL D ρ sin(θ )

]

'·DOWUD SDUWH XQD URWD]LRQH SLDQD GL XQ DQJROR θ SXz HVVHUH HVSUHVVD LQ WHUPLQL PDWULFLDOL WUDPLWH OD VHJXHQWH PDWULFH GL URWD]LRQH

§ cos(θ ) sin(θ ) · ¸¸ Rθ = ¨¨ © − sin(θ ) cos(θ ) ¹

&Lz VXJJHULVFH GXQTXH OD VHJXHQWH LGHQWLILFD]LRQH

§ cos(θ ) sin(θ ) · ¸¸ e iθ ↔ Rθ = ¨¨ © − sin(θ ) cos(θ ) ¹ ρ ↔ ( ρ ,0)

GD FXL VHJXH

§ cos(θ ) sin(θ ) · ¸¸ = [ρ cos(θ ), ρ sin(θ )] © − sin(θ ) cos(θ ) ¹

ρe iθ = ρ cos(θ ) + i sin(θ ) ↔ ( ρ ,0) Rθ = ( ρ ,0)¨¨

2UD RVVHUYDQGR FKH OD PDWULFH Rθ SXz HVVHUH VFRPSRVWD FRPH VHJXH

VL KD

§ cos(θ ) sin(θ ) · §1 0· § 0 1· ¸¸ = cos(θ )¨¨ ¸¸ + sin(θ )¨¨ ¸¸ Rθ = ¨¨ © − sin(θ ) cos(θ ) ¹ ©0 1¹ © −1 0¹

§ cos(θ ) sin(θ ) · § 1 0· § 0 1· ¸¸ = ( ρ ,0) cos(θ )¨¨ ¸¸ + ( ρ ,0) sin(θ )¨¨ ¸¸ ( ρ ,0) Rθ = ( ρ ,0)¨¨ © − sin(θ ) cos(θ ) ¹ ©0 1¹ © −1 0¹

H GDO FRQIURQWR FRQ OD QRWD]LRQH WULJRQRPHWULFD VHJXH OD VHJXHQWH LGHQWLILFD]LRQH

§1 0· ¸¸ O·XQLWj UHDOH VL LGHQWLILFD FRQ OD PDWULFH XQLWj 1 ↔ ¨¨ ©0 1¹

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 1XPHUL &RPSOHVVL

i

§ 0 1· ¸¸ ↔ ¨¨ © −1 0¹

6L RVVHUYL SHU LQFLVR FKH TXDQWR VRSUD LOOXVWUDWR HYLGHQ]LD FRPH DWWUDYHUVR O·RSHUDWRUH e VL SRVVR VYROJHUH RSHUD]LRQL GL FRPSRVL]LRQL GL URWD]LRQL SLDQH DSSOLFDQGR OH VHPSOLFL UHJROH GL PROWLSOLFD]LRQH GL HVSRQHQ]LDOL

5HOD]LRQL WUD QXPHUL FRPSOHVVL

8JXDJOLDQ]D

'XH QXPHUL FRPSOHVVL •

(a, b) = a + ib = ρe iθ

(c, d ) = c + id = ζe iφ

VL GLFH FKH VRQR XJXDOL VH KDQQR OD VWHVVD SDUWH UHDOH H OD VWHVVD SDUWH LPPDJLQDULD > @ (a, b) = (c, d ) a = c, b = d RSSXUH KDQQR OR VWHVVR PRGXOR HG DQJROL GHWWR DQFKH DUJRPHQWL FKH GLIIHULVFRQR GL PXOWLSOL GL 2π FRQ k = 0,±1,±2,...... > @ (a, b) 6L RVVHUYL FKH VH

= (c, d ) ρ = ζ ,θ − φ = 2kπ

(a, b) = (c, d ) (a, b) − (c, d ) = (a − c) + i(b − d ) = 0 + i0 = 0

'LVXJXDJOLDQ]D

9RJOLDPR RUD YHGHUH VH q SRVVLELOH GHILQLUH XQ FULWHULR FKH SHUPHWWD GL VWDELOH VH XQ QXPHUR FRPSOHVVR q PDJJLRUH GL XQ DOWUR QXPHUR FRPSOHVVR 1HO FDVR GL QXPHUL UHDOL VL GLFH FKH XQ QXPHUR a q PDJJLRUH GL XQ QXPHUR b VH a − b > 0 6H DSSOLFKLDPR DO FDVR FRPSOHVVR OR VWHVVR FULWHULR YDOLGR SHU L QXPHUL UHDOL GRYUHPR GDUH XQ VLJQLILFDWR DO VHJXHQWH VLPEROR (a, b) − (c, d ) = (a − c) + i(b − d ) > 0 $ TXHVWR SXQWR SHUz DEELDPR LO VHJXHQWH SUREOHPD OD GLIIHUHQ]D GL GXH QXPHUL FRPSOHVVL q DQFRUD XQ QXPHUR FRPSOHVVR H GLUH FKH (a, b) − (c, d ) = (a − c) + i (b − d ) > 0 HVVHQGR 0 XQ QXPHUR UHDOH LPSOLFD XQ FRQIURQWR DO SL FRQ OD SDUWH UHDOH TXLQGL VL YLHQH D SHUGHUH O·LQIRUPD]LRQH VXOOD SDUWH LPPDJLQDULD H OD FRVD VHPEUD HVVHUH WURSSR ULGXWWLYD $OORUD XQD SRVVLELOLWj q TXHOOD GL FRQIURQWDUH VHSDUDWDPHQWH OD SDUWH UHDOH FRQ TXHOOD LPPDJLQDULD H YHGHUH VH KD VHQVR GHILQLUH FKH

­a > c (a, b) > (c, d ) VH ® ¯b > d

7DOH GHILQL]LRQH KD VHQVR VH ULVSHWWD WXWWH OH SURSULHWj FKH FL VL DVSHWWD GD XQD UHOD]LRQH ´PDJJLRUH GLµ 7UD WDOL SURSULHWj VLFXUDPHQWH DEELDPR OH VHJXHQWL GXH • VH (a, b) > (c, d ) (c, d ) < (a, b) 4XHVWD SXz HVVHUH ULVSHWWDWD VH SRQLDPR 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 1XPHUL &RPSOHVVL

­c < a (c, d ) < (a, b) VH ® ¯d < b VH YLHQH ILVVDWR XQ QXPHUR (a, b) = a + ib RJQL DOWUR QXPHUR (c, d ) = c + id GLYHUVR GD (a, b) = a + ib VL GHYH SRWHU FODVVLILFDUH LQ GXH PRGL (c, d ) > (a, b) R (c, d ) < (a, b) 'DOOH GHILQL]LRQL SRVWH VRSUD QRQ q SRVVLELOH FODVVLILFDUH L QXPHUL FKH SUHVHQWDQR OH VHJXHQWL UHOD]LRQL

­c > a ­c < a H ® ® ¯d < b ¯d > b

SHUWDQWR OD GHILQL]LRQH GDWD QRQ VRGGLVID DG XQD SURSULHWj IRQGDPHQWDOH F H QRQ SXz HVVHUH DFFHWWDWD

,Q FRQFOXVLRQH SHU L QXPHUL FRPSOHVVL QRQ q SRVVLELOH GHILQLUH OH UHOD]LRQL GL ´PDJJLRUH GLµ H ´PLQRUH GLµ RVVLD QRQ KD QHVVXQ VHQVR O·DIIHUPD]LRQH FKH XQ QXPHUR a + ib q PDJJLRUH R PLQRUH GL XQ DOWUR QXPHUR c + id VL SXz VROR GLUH FKH L GXH QXPHUL VRQR XJXDOL R GLYHUVL QHO TXDO FDVR VL KD > @ (a, b) ≠ (c, d ) a ≠ c, b ≠ d 2SSXUH QHO FDVR GHOOD QRWD]LRQH HVSRQHQ]LDOH > @ (a, b) ≠ (c, d ) ρ ≠ ζ , θ − φ ≠ 2kπ

5DGLFH GL XQ QXPHUR FRPSOHVVR iθ

6LDQR z = ρe H w = ζe GXH QXPHUL FRPSOHVVL HG n XQ QXPHUR LQWHUR SRVLWLYR 6L VXSSRQJD FKH YDOJD OD VHJXHQWH UHOD]LRQH n inθ

= ζe > @ z = w ρ e O·HVWUD]LRQH GL UDGLFH Q HVLPD q O·RSHUD]LRQH FKH SHUPHWWH GL VSULPHUH z LQ IXQ]LRQH GL w 'DOOD DSSOLFDQGR OD QRWD]LRQH WULJRQRPHWULFD VL RWWLHQH SHU LO PRGXOR n

ρ = ζ =ζ n

1 n

3HU TXDQWR ULJXDUGD OD IDVH VL RVVHUYL FKH HVVHQGR O·HSRQHQ]LDOH SHULGLFR FRQ SHULRGR 2π VL KD SHU k SDUL DG XQ QXPHUR LQWHUR

= ζe i (φ + 2 kπ ) φ 2kπ k = 0..(n − 1) GD FXL VHJXH nθ = φ + 2kπ θ = + n n > @ ρ

n inθ

e

6LD KDQQR GXQTXH n YDORUL GLYHUVL GL θ XQR SHU RJQL YDORUH GL k FRPSUHVR WUD 0 H (n − 1) 3HU FRQYLQFHUVL GL FLz EDVWD RVVHUYDUH FKH •

3HU k

= 0, θ =

φ

n

nθ = φ

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 1XPHUL &RPSOHVVL

3HU k

«

3HU k

= 1,θ =

φ

+

n

= n − 1, θ =

2π nθ = φ + 2π n

φ

+

2(n − 1)π nθ = φ + 2(n − 1)π n

n φ 2nπ φ 3HU k = n, θ = + = + 2π nθ = φ + 2π YDORUH FKH FRLQFLGH FRQ TXHOOR FKH VL n n n RWWRHQH SHU k = 1

$OORUD L SULPL n YDORUL GL θ RWWHQXWL SHU

k = 0..(n − 1) VRQR WXWWL GLVWLQWL PHQWUH L VXFFHVVLYL RWWHQXWL FRQ k ≥ n ULSHWRQR L SULPL n YDORUL GL θ 7DOL YDORUL LQROWUH VRQR WDOL FKH PROWLSOLFDWL SHU n IRUQLVFH φ DPQHWDWR GL PXOWLSOL GL 2π H TXLQGL YHULILFD O·HTXD]LRQH 6L SXz SHUWDQWR FRQFOXGHUH FKH OD ULGLFH HQQHVLPD GL XQ QXPHUR FRPSOHVVR KD Q GLVWLQWH VROX]LRQL GDWH GDOOD VHJXHQWH UHOD]LRQH > @ z

n

= w z = w = n

ζ

(n

φ 2 kπ ) i( + )e n n

k = 0..(n − 1)

(VHPSLR

6L FDOFROL OD VHJXHQWH UDGLFH WHU]D 3

z= e

DSSOLFDQGR OD VL RWWLHQH

z1 = e

i

π 6

z 2 =

π 2 i( + π ) e 6 3

=

5 i π e6

i

π 3

z3

=

π 4 i( + π ) e 6 3

=

9 i π e6

=

3 i π e2

BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQL H 6WUXWWXUH $OJHEULFKH

&$3,72/2 ,QVLHPL $SSOLFD]LRQL 5HOD]LRQL H 6WUXWWXUH $OJHEULFKH

7HRULD HOHPHQWDUH GHJOL LQVLHPL 'HILQL]LRQH GL ,QVLHPH

6L LQGLFKL FRQ U XQ 8QLYHUVR RG $PELHQWH LQ FXL HVLVWRQR GHOOH HQWLWj LGHQWLILFDELOL FKH FKLDPHUHPR RJJHWWL RG HOHPHQWL 'LDPR DOFXQL HVHPSL FRQFUHWL /·DPELHQWH U q FRVWLWXLWR GD XQD XUQD FRQWHQHQWH GHOOH SDOOLQH HOHPHQWL /·DPELHQWH U q FRVWLWXLWR GDO SLDQHWD 7HUUD H JOL HOHPHQWL VRQR WXWWH OH IRUPH YLYHQWL FKH OR DELWDQR /·DPELHQWH U q FRVWLWXLWR GDO SLDQHWD 7HUUD H JOL HOHPHQWL VRQR L ILXPL QHL GLYHUVL FRQWLQHQWL 6XSSRQLDPR RUD GL GHILQLUH XQ TXDOVLDVL SURFHVVR GL LGHQWLILFD]LRQH FKH SHUPHWWD GL GLVFULPLQDUH DOFXQL RJJHWWL GL U WUD WXWWL TXHOOL LQ HVVR FRQWHQXWL HG XVLDPR OHWWHUD I SHU LQGLFDUH WXWWL JOL RJJHWWL FRVu LGHQWLILFDWL DWWUDYHUVR WDOH PHWRGR GL LGHQWLILFD]LRQH GLUHPR FKH I UDSSUHVHQWD XQ LQVLHPH QHOO·DPELHQWH U 5LSUHQGHQGR JOL HVHPSL SUHFHGHQWL 1HOO·XUQD SRVVLDPR FRORUDUH OH SDOOLQH GL GXH FRORUL GLYHUVL ELDQFR H QHUR FLz FRVWLWXLVFH LO FULWHULR GL LGHQWLILFD]LRQH H WXWWH OH SDOOLQH SRVVRQR HVVHUH LGHQWLILFDWH FRPH ELDQFKH R QHUH 3RVVLDPR TXLQGL LQGLFDUH FRQ OD OHWWHUD B WXWWH OH SDOOLQH ELDQFKH H FRQ OD OHWWHUD N WXWWH OH SDOOLQH QHUH DEELDPR GHILQLWR GXQTXH GXH LQVLHPL B HG N 1HO SLDQHWD 7HUUD OH IRUPH YLYHQWL SRVVRQR HVVHUH GLVFULPLQDWH LQ EDVH DOOD ORUR FDSDFLWj GL YRODUH DYUHPR TXLQGL O·LQVLHPH GL WXWWH OH VSHFLH YRODQWL H TXHOOR GHOOH VSHFLH QRQ YRODQWL 1HO SURFHVVR GL LGHQWLILFD]LRQH VL SRVVRQR LGHQWLILFDUH GXH FDVL SDUWLFRODUL • QHVVXQ HOHPHQWR GHOO·XQLYHUVR q LGHQWLILFDELOH WUDPLWH LO FULWHULR ,Q TXHVWR FDVR DEELDPR LO FRVLGGHWWR LQVLHPH YXRWR LQGLFDWR FRQ Φ $G HVHPSLR VH QHOO·XUQD FRQWHQHQWH VROR SDOOLQH ELDQFKH H QHUH VL YRJOLRQR LGHQWLILFDUH SDOOLQH YHUGL VL RWWLHQH O·LQVLHPH YXRWR • WUDPLWH LO FULWHULR VL LGHQWLILFDQR WXWWL JOL HOHPHQWL GHOO·XQLYHUVR LQ TXHVWR FDVR O·LQVLHPH LGHQWLILFDWR O·DPELHQWH VWHVVR U 3HU WDOH PRWLYR O·XQLYHUVR q GHWWR DQFKH LQVLHPH XQLYHUVR ,O SURFHVVR GL LGHQWLILFD]LRQH SXz HVVHUH GL GXH WLSL 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQLL H 6WUXWWXUH $OJHEULFKH

JHWWL YHQJRQR LGHQWLILFDWL HQXPHUDQGROL GLUHWWDP PHQWH $G HVHPSLR VH HQXPHUDWLYR JOL RJJ YRJOLR LGHQWLILFDUH O·LQ QVLHPH GHL SULPL FLQTXH QXPHUL QDWXUDOL SRVVR LQ QGLFDUOR GLUHWWDPHQWH HQXPHUDQGR L QXPHUUL QDWXUDOL GD D 7DOH PHWRGR QRQ q DSSOLFDE ELOH DO FRVR GL LQVLHPL FRQ XQ QXPHUR LQILQLWWR GL HOHPHQWL • VSHFLILFDWLYR JOL RJJ JHWWL YHQJRQR LGHQWLILFDWL DWWUDYHUVR OD VSHFLILFD]LLRQH GL XQD SURSULHWj FDUDWWHULVWLFD *OL HVHP PSL FKH VRQR VWDWL IRUQLWL LQ SUHFHGHQ]D VL EDVDQR VX WDOH PHWRGR 'DO SXQWR GL YLVWD GHOOD QRPHHQFODWXUD SHU LQGLFDUH XQ LQVLHPH XVHUHPR OD VHJX XHQWH VLPERORJLD I = {a1 , a2 ....an } SHUU LQGLFDUH O·LQVLHPH FRQ LO PHWRGR HQXPHUDWLYR VVL RVVHUYL FKH O·RUGLQH • •

GL HQXPHUD]LRQH GHJOL G HOHPHQWL QRQ FRQWD SHUWDQWR

{a1 , a2 , a3 }

H

{a 2 , a1 , a 2 }

UDSSUHVHQWDQR OR VWHHVVR LQVLHPH DOFXQH YROWH VL XVD OD VHJXHQWH QRWD]LRQH FRQWUDWWD I = {a i } •

I = { a | a verifica la P} VL OHJJH OD WRWDOLWj GHJOL HOHPHQWL a ∈ U FKH YHULILFDQR OD SURSULHWj P FDUDWWHULLVWLFD GHOO·LQVLHPH SHU LO PHWRGR VSHFLILFDWLYR

,O QXPHUR GHJOL HOHPHQWL DSSDDUWHQHQWL DG XQ LQVLHPH VL FKLDPD &DUGLQDOLWj • JOL LQVLHPL VRQR GHWWL ILQLWL VH KDQQR FDUGLQDOLWj ILQLWD RVVLD XQ QXPHUUR GL HOHPHQWL DSUL DG XQ QXPHUR LQWHUR ILQLLWR • JOL LQVLHPL VRQR GHWWLL LQILQLWL VH KDQQR XQ QXPHUR GL HOHPHQWL LQILQ QLWR LQ TXHVWR FDVR OD ORUR FDUGLQDOLWj q HVSUUHVVD DWWUDYHUVR XQ QXPHUR WUDQVILQLWR

2SHUD]LRQL WUD ,QVLLHPH

$WWUDYHUVR OD GHILQL]LRQH GL LQ QVLHPH DEELDPR LGHQWLILFDWR XQ QXRYR HQWH PDWHPDWLFR SURFHGHUHPR RUD D GHILQLUH XQD VHULH GL RSHHUD]LRQH WUD TXHVWL HQWL 'D XQ SXQWR GL YLVWD JUDDILFR D WDOL RSHUD]LRQL SRVVRQR HVVHUH LOOXVWUDWH YLVLY YDPHQWH DWWUDYHUVR L GLDJUDPPL GL 9HQQ FKH YLVX XDOL]]DQR XQ LQVLHPH WUDPLWH XQD SRU]LRQH GL VXSHHUILFLH FRPH HYLGHQ]LDWR QHOOD ILJXUD VHJXHQWH LQ FXL O·HOOLVVH LQGLFD O·LQVLHPH I HG LO UHWWDQJROR O··LQVLHPH XQLYHUVR U /D UDJLRQH GHOOD YDOLGLWj G GL WDOL GLDJUDPPD SHU LOOXVWUDUH OH RSHUD]LRQL WUD LQ QVLHPH GHULYD GDO IDWWR FKH VL VWDELOLVFH XQ LVRP PRUILVPR WUD O·LQVLHPH XQLYHUVR U HG LO SLDQR H WUUD JOL LQVLHPL I FKH FRQWHQJRQR DOFXQL GHJOL HOHPHQWL GL U H OH VXSHUILFL SRU]LRQL GL SLDQR

)LJXUD 'LDJUDPPD GL 9HQQ

R DOOR VWHVVR LQVLHPH 1H VHJXLWR GDUHPR SHU VRWWWRLQWHVR FKH WXWWL JOL LQVLHPL IDQQR ULIHULPHQWR XQLYHUVR U

,QFOXVLRQH

'DWL GXH LQVLHPL A H B GLUUHPR FKH A q FRQWHQXWR LQFOXVR LQ B VH TXDOOVLDVL HOHPHQWR GL A DSSDUWLHQH D B &Lz VL LQGLLFD FRQ A ⊂ B 6L XWLOL]]D OD VLPERORJLD VHJXHQWH A ⊆ B VH A q FRQWHQXWR R FRLQFLGH FRQ B 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQLL H 6WUXWWXUH $OJHEULFKH PSLHJDWL DQFKH L VLPEROL VHJXHQWL GHULYDWL GDOOHH UHOD]LRQL SUHFHGHQWL 3HU GLUH OD VWHVVD FRVD VRQR LP SHUz OHWWH GD GHVWUD D VLQLVWUD • B ⊃ A VL OHJJH FKH B FRQWLHQH A • B ⊇ A VL OHJJH FKH B FRQWLHQH R FRLQFLGH A

)LJXUD 'LDJUDPPD GL 9HQQ ,QFOXVLRQH

8JXDJOLDQ]D

'DWL GXH LQVLHPL A H B GLUHHPR FKH A q XJXDOH R FRLQFLGHQWH FRQ B VH L G GXH LQVLHPL KDQQR JOL VWHVVL HOHPHQWL RVVLD VH • WXWWL JOL HOHPHQWL GL A DSSDUWHQJRQR D B RVVLD A ⊂ B • WXWWL JOL HOHPHQWL GL B DSSDUWHQJRQR DG A RVVLD B ⊂ A $OORUD XQ PRGR SHU YHULLILFDUH O·XJXDJOLDQ]D WUD GXH LQVLHPL q YHULILFDUH FKH YDOJDQR VLPXOWDQHDPHQWH OH GXH UHOD]]LRQL GL LQFOXVLRQH LQ XQ YHUVR H QHOO·DOWUR 3HU LQ QGLFDUH O·XJXDJOLDQ]D VL XVD OD VHJXHQWH VLPERORJLD A ≡ B

8QLRQH

'DWL WUH LQVLHPL A B H C GLUHPR FKH C q O·XQLRQH GL A H B VH WXWWWL JOL HOHPHQWL GL C DSSDUWHQJRQR DG A RSSXUHH D B RSSXUH DG HQWUDPEL /·RSHUD]LRQH GL XQ QLRQH VL LQGLFD FRQ LO VHJXHQWH VLPEROLVPR C = A ∪ B

)LJXUD 'LDJUDPPD GL 9HQQ 8QLRQH

/D GHILQL]LRQH LQ VLPEROL SXz HVVHUH HVSUHVVD FRPH VHJXH

A ∪ B = {a | a ∈ A o a ∈ B }

Q VROR DG XQR GHL GXH GRYH OD R q GL WLSR LQFOXVLYR RVVLD LQGLFD FKH O·HOHPHQWR SXz DSSDUWHQHUH QRQ LQVLHPH A H B PD DQFKH DG HQWUDPEL QHO FDVR GHOO·XQLRQH OD FRQJLXQ]LRQH R YLHQH VHPSUH XWLOL]]DWD LQ TXHVWD DFFH]LRQH

9DOJRQR OH VHJXHQWL UHOD]LRQL 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQLL H 6WUXWWXUH $OJHEULFKH • • • • • •

A ∪ A = A SURSULHWjj GL LGHPSRWHQ]D A ∪ B = B ∪ A SUURSULHWj GL FRPPXWDWLYD VHJXH GLUHWWDPHQWWH GDOOD GHILQL]LRQH

GHOO·RSHUD]LRQH GL XQ QLRQH

( A ∪ B) ∪ C = A ∪ ( B ∪ C ) SURSULHWj DVVRFLDWLYD A ∪ U = A A ∪ Φ = A A∪ A =U ,QWHUVH]LRQH

'DWL WUH LQVLHPL A B H C GLUHPR FKH C q O·LQWHUVH]LRQH GL A H B VH WXWWWL JOL HOHPHQWL GL C RQH GL LQGLFD FRQ LO DSSDUWHQJRQR FRQWHPSRUDQHHDPHQWH DG A HG D B /·RSHUD]LRQH GL XQLR VHJXHQWH VLPEROLVPR C = A ∩ B

) )LJXUD 'LDJUDPPD GL 9HQQ ,QWHUVH]LRQH

QH q SDUL DOO·LQVLHPH YXRWR RVVLD DOO·LQVLHPH FKHH QRQ FRQWLHQH DOFXQ 'XH LQVLHPL OD FXL LQWHUVH]LRQ HOHPHQWR VL GLFRQR GLVJLXQWL LQIDWWL O·LQWHUVH]LRQH q YXRWD VROR VH L GXH LQVLHP PL QRQ KDQQR HOHPHQWL LQ FRPXQH /D GHILQL]LRQH LQ VLPEROL SXz HVVHUH HVSUHVVD FRPH VHJXH A ∩ B = { a | a ∈ A e a ∈ B } 9DOJRQR OH VHJXHQWL UHOD]LRQL A ∩ A = A SURSULHWjj GL LGHPSRWHQ]D • • A ∩ B = B ∩ A SURRSULHWj GL FRPPXWDWLYD VHJXH GLUHWWDPHQWH GDOODD GHILQL]LRQH • ( A ∪ B) ∪ C = A ∩ ( B ∩ C ) SURSULHWj DVVRFLDWLYD • • •

A ∩ U = A A ∩ Φ = Φ A∩ A = Φ 1HJD]LRQH R FRPSOHHPHQWD]LRQH

PR FKH 'DWL WUH LQVLHPL A B GLUHP A QRQ DSSDUWHQJRQR D B

A q LO QHJDWR RG LO FRPSOHPHQWDUH GL B VVH WXWWL JOL HOHPHQWL GL

,O VLPEROLVPR XWLOL]]DWR SHU ODD QHJD]LRQH q LO VHJXHQWH A = B 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQLL H 6WUXWWXUH $OJHEULFKH PH VHJXH B = { /D GHILQL]LRQH VL HVSULPH FRP

a| a∉B

}

)LJXUD 'LDJUDPPD GL 9HQQ 1HJD]LRQH

SDUWH HVWHUQD D B 9DOJRQR LQROWUH OH VHJXHQWL UHODD]LRQL 1HO GLDJUDPPD A = B q OD S • • • • •

(B ) = B RVVLD LO QHJDWR GHO QHJDWR GL B q B

U = Φ Φ = U B ∪ B = U B ∩ B = Φ 'LIIHUHQ]D

'DWL WUH LQVLHPL A B H C GLUHPR FKH C q OD VRWWUD]LRQH WUD A H B VH RJQL HOHPHQWR GL C DSSDUWLHQH D A H QRQ DSSDUWLLHQH D B ,O VLPEROLVPR XWLOL]]DWR q LO VHJXHQWH C = A − B

) )LJXUD 'LDJUDPPD GL 9HQQ ,QWHUVH]LRQH

/D GHILQL]LRQH LQ VLPEROL SXz HVVHUH HVSUHVVD FRPH VHJXH

A − B = {a | a ∈ A e a ∉ B }

9DOJRQR OH VHJXHQWL UHOD]LRQL A − B ≠ B − A QRQ YYDOH OD SURSULHWj FRPPXWDWLYD • • VH A ∩ B = Φ ⇔ A − B = A • A = ( A − B) ∪ ( A ∩ B) ,QIDWWL A ⊂ ( A − B) ∪ ( A ∩ B) LQ TXDQWR TXDOVLDVL T HOHPHQWR GL

A DSSDUWLHQH VLD D ( A − B) VLD D ( A ∩ B) SHU GHILQL]LRQH GL LQWHUVH]LRQH LQROWUH ( A − B) ∪ ( A ∩ B) ⊂ A LQ TXDQWR SHU OD GHILQL]LRQH GL XQLRQQH XQ HOHPHQWR GL ( A − B) ∪ ( A ∩ B) R DSSDUWLHQH D ( A − B) H TXLQGL DG A R DSSDDUWLHQH D ( A ∩ B) H TXLQGL D A

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQL H 6WUXWWXUH $OJHEULFKH

6RPPD GLVJLXQWD GLIIHUHQ]D VLPPHWULFD

'DWL WUH LQVLHPL A B H C GLUHPR FKH C q OD VRPPD GLVJLXQWD GLIIHUHQ]D VLPPHWULFD WUD A H B VH RJQL HOHPHQWR GL C DSSDUWLHQH D A ∪ B H QRQ DSSDUWLHQH D A ∩ B ,O VLPEROLVPR XWLOL]]DWR q LO VHJXHQWH C = A + B /D GHILQL]LRQH LQ VLPEROL SXz HVVHUH HVSUHVVD FRPH VHJXH C = A + B = { a | a ∈ ( A ∪ B) e a ∉ A ∩ B } 5LFRUGDQGR OD GHILQL]LRQH GL GLIIHUHQ]D WUD LQVLHPL C = A + B = ( A ∪ B) − ( A ∩ B) 9DOH OD SURSULHWj FRPPXWDWLYD B + A = A+ B &Lz q FRQVHJXHQ]D GHOOD YDOLGLWj GHOOD SURSULHWj FRPPXWDWLYD GHOO·XQLRQH H GHOO·LQWHUVH]LRQH LQIDWWL A + B = ( A ∪ B) − ( A ∩ B) = ( B ∪ A) − ( B ∩ A) = B + A

3ULQFLSLR GL GXDOLWj

6LDQR A B GXH LQVLHPL YRJOLDPR GLPRVWUDUH OH /HJJL GL 0RUJDQ 3ULPD /HJJH > @ ( A ∩ B) = •

A∪B

( A ∩ B) ⊂ A ∪ B ,QIDWWL ( A ∩ B) = {a | a ∉ ( A ∩ B)} RVVLD RJQL HOHPHQWR GL ( A ∩ B) QRQ DSSDUWLHQH DOO·LQWHUVH]LRQH GL A FRQ B H TXLQGL QRQ DSSDUWLHQH DJOL HOHPHQWL FRPXQL DG A HG D B $OORUD GHYH DSSDUWHQHUH DO FRPSOHPHQWR GL A R DO FRPSOHPHQWR GL B RVVLD D A ∪ B

( A ∩ B) ⊂ A ∪ B

A ∪ B ⊂ ( A ∩ B) ,QIDWWL A ∪ B = {a | a ∉ A o a ∉ B )} RVVLD TXDOVLDVL HOHPHQWR GL A ∪ B QRQ DSSDUWLHQH FRQWHPSRUDQHDPHQWH DG A H D B H TXLQGL QRQ DSSDUWLHQH D A ∩ B GD FXL VL GHGXFH FKH DSSDUWLHQH D ( A ∩ B) A ∪ B ⊂ ( A ∩ B)

3RLFKp ( A ∩ B) 6HFRQGD /HJJH

⊂ A ∪ B H A ∪ B ⊂ ( A ∩ B) ( A ∩ B) = A ∪ B

> @ ( A ∪ B) = •

A∩B

( A ∪ B) ⊂ A ∩ B ,QIDWWL ( A ∪ B) = {a | a ∉ ( A ∪ B)} RVVLD RJQL HOHPHQWR GL ( A ∪ B) QRQ DSSDUWLHQH DOO·XQLRQH GL A FRQ B H TXLQGL QRQ DSSDUWLHQH Qp DG A Qp D B $OORUD GHYH DSSDUWHQHUH DO FRPSOHPHQWR GL A H DO FRPSOHPHQWR GL B RVVLD D A ∪ B ( A ∪ B) ⊂ A ∩ B

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQL H 6WUXWWXUH $OJHEULFKH

A ∩ B ⊂ ( A ∪ B) ,QIDWWL A ∩ B = {a | a ∉ A e a ∉ B )} RVVLD TXDOVLDVL HOHPHQWR GL

A ∩ B QRQ DSSDUWLHQH Qp DG A Qp D B H TXLQGL QRQ DSSDUWLHQH D A ∪ B GD FXL VL GHGXFH FKH DSSDUWLHQH D ( A ∪ B) A ∩ B ⊂ ( A ∪ B) 3RLFKp ( A ∪ B) ⊂ A ∩ B H A ∩ B ⊂ ( A ∪ B) ( A ∪ B) = A ∩ B /H GXH /HJJL GL 0RUJDQ SHUPHWWRQR GL VWDELOLUH LO 3ULQFLSLR GL GXDOLWj LQIDWWL VH YDOH DG HVHPSLR C = A ∪ B IDFHQGR LO FRPSOHPHQWDUH DG HQWUDPEL L PHPEUL HG DSSOLFDQGR OD VHFRQGD OHJJH VHJXH C = A ∪ B = A ∩ B C = A ∩ B 9DOH TXLQGL SHU JOL LQVLHPL FRPSOHPHQWDUL OD UHOD]LRQH RWWHQXWD FDPELDQGR LO VLPEROR GL XQLRQH FRQ TXHOOR GL LQWHUVH]LRQH 6H LQYHFH YDOH C = A ∩ B FRPSOLPHQWDQGR DPER L PHPEUL HG DSSOLFDQGR OD SULPD OHJJH VL KD

C = A ∩ B = A ∪ B C = A ∪ B RVVLD SHU JOL LQVLHPL FRPSOHPHQWDUL YDOH OD UHOD]LRQH VRVWLWXHQGR LO VLPEROR GL LQWHUVH]LRQH FRQ TXHOOR GL XQLRQH 6L SXz GXQTXH HQXQFLDUH LO SULQFLSLR GL GXDOLWj VHFRQGR FXL GD RJQL XJXDJOLDQ]D YDOLGD WUD LQVLHPL VH QH SXz RWWHQHUH XQ·DOWUD VRVWLWXHQGR JOL LQVLHPL FRQ L ORUR FRPSOHPHQWDUL H L VLPEROL GL XQLRQH FRQ TXHOOL GL LQWHUVH]LRQH HG L VLPEROL GL LQWHUVH]LRQH FRQ TXHOOL GL XQLRQH 6HPSUH JUD]LH DOOD GXDOLWj VL SXz FRQFOXGHUH FKH SHU RJQL UHOD]LRQH FKH YDOH WUD LQVLHPL JHQHULFL YDOH DQFKH OD VXD GXDOH RWWHQXWD FRQ OH LQYHUVLRQL GHL VLPEROL ∪ H ∩

3URSULHWj GLVWULEXWLYD GHOO·XQLRQH H GHOO·LQWHUVH]LRQH

6LDQR A B H C WUH LQVLHPL YRJOLDPR GLPRVWUDUH OD SURSULHWj GLVWULEXWLYD GHOO·XQLRQH ULVSHWWR DOO· LQWHUVH]LRQH RVVLD > @ A ∪ ( B ∩ C ) = ( A ∪ B) ∩ ( A ∪ C ) •

A ∪ ( B ∩ C ) ⊂ ( A ∪ B) ∩ ( A ∪ C ) ,QIDWWL A ∪ ( B ∩ C ) LQGLFD OD WRWDOLWj GHJOL HOHPHQWL FKH DSSDUWHQJRQR DG A R DSSDUWHQJRQR FRQWHPSRUDQHDPHQWH D B H C o VH DSSDUWHQJRQR DG A VHJXH DSSDUWHQJRQR VLD D A ∪ B VLD D A ∪ C DSSDUWHQJRQR D ( A ∪ B) ∩ ( A ∪ C ) A ∪ ( B ∩ C ) ⊂ ( A ∪ B) ∩ ( A ∪ C ) o VH DSSDUWHQJRQR FRQWHPSRUDQHDPHQWH D B H C VHJXH FKH DSSDUWHQJRQR DQFKH VLD D A ∪ B VLD D A ∪ C DSSDUWHQJRQR D ( A ∪ B) ∩ ( A ∪ C ) A ∪ ( B ∩ C ) ⊂ ( A ∪ B) ∩ ( A ∪ C ) ( A ∪ B) ∩ ( A ∪ C ) ⊂ A ∪ ( B ∩ C ) ,QIDWWL ( A ∪ B) ∩ ( A ∪ C ) LQGLFD OD WRWDOLWj GHJOL HOHPHQWL FKH DSSDUWHQJRQR VLD D A ∪ B VLD D A ∪ C FRQWHPSRUDQHDPHQWH SHU FXL WDOL HOHPHQWL DG A R DSSDUWHQJRQR D B H C o DSSDUWHQJRQR DG A GD FXL DSSDUWHQJRQR D A ∪ ( B ∩ C ) H TXLQGL ( A ∪ B) ∩ ( A ∪ C ) ⊂ A ∪ ( B ∩ C ) o

RSSXUH DSSDUWHQJRQR FRQWHPSRUDQHDPHQWH D B H C GD FXL VHJXH VHJXH FKH DSSDUWHQJRQR ( B ∩ C ) H TXLQGL DQFKH D A ∪ ( B ∩ C )

( A ∪ B) ∩ ( A ∪ C ) ⊂ A ∪ ( B ∩ C ) 3RLFKp ( A ∪ B) ∩ ( A ∪ C ) ⊂ H

A ∪ (B ∩ C)

( A ∪ B) ∩ ( A ∪ C ) ⊂ A ∪ ( B ∩ C )

VHJXH

A ∪ ( B ∩ C ) = ( A ∪ B) ∩ ( A ∪ C ) 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQL H 6WUXWWXUH $OJHEULFKH 3HU LO SULQFLSLR GL GXDOLWj GHYH YDOHUH DQFKH OD UHOD]LRQH GXDOH VHJXHQWH FKH HVSULPH OD SURSULHWj GLVWULEXWLYD GHOO·LQWHUVH]LRQH ULVSHWWR DOO·XQLRQH > @ A ∩ ( B ∪ C ) = ( A ∩ B ) ∪ ( A ∩ C )

,QIDWWL DSSOLFKLDPR OH OHJJL GL 0RUJDQ

A ∪ ( B ∩ C ) = ( A ∪ B) ∩ ( A ∪ C ) A ∪ ( B ∩ C ) = ( A ∪ B) ∩ ( A ∪ C )

A ∩ ( B ∩ C ) = ( A ∪ B) ∪ ( A ∪ C )

A ∩ (B ∪ C ) = ( A ∩ B ) ∪ ( A ∩ C ) 3RLFKp JOL LQVLHPL GLPRVWUDWD

A B H C DQFKH L ORUR FRPSOHPHQWDUL VRQR JHQHULFL H OD SURSULHWj ULVXOWD

3DUWLFRODUL ,QVLHPL ,QVLHPH 9XRWR HG ,QVLHPH 8QLYHUVR

$EELDPR JLj YLVWR O·LQVLHPH XQLYHUVR H O·LQVLHPH YXRWR • U LQVLHPH XQLYHUVR q O·LQVLHPH FKH FRQWLHQH WXWWL L SRVVLELOL HOHPHQWL Φ LQVLHPH YXRWR q O·LQVLHPH FKH QRQ FRQWLHQH DOFXQ HOHPHQWR $G HVHPSLR • {1,2} ∩ {3,4} = Φ SRLFKp L GXH LQVLHPL QRQ KDQQR HOHPHQWL LQ FRPXQH 7UD O·LQVLHPH YXRWR H O·LQVLHPH XQLYHUVR HVLVWRQR OH VHJXHQWL UHOD]LRQL • • • •

U = Φ Φ = U U ∩ Φ = Φ U ∪ Φ = U ,QVLHPH GHOOH 3DUWL GL XQ ,QVLHPH GDWR

/D UHOD]LRQH GL LQFOXVLRQH SHUPHWWH GL LQWURGXUUH LO FRQFHWWR GL VRWWRLQVLHPH • XQ LQVLHPH A q GHWWR VRWWRLQVLHPH SURSULR GL XQ LQVLHPH B VH A ⊂ B • XQ LQVLHPH A q GHWWR VRWWRLQVLHPH GL XQ LQVLHPH B VH A ⊆ B 6LD A XQ LQVLHPH GL GHILQLVFH LQVLHPH GHOOH SDUWL GL A H VL LQGLFD FRQ ℘( A) O·LQVLHPH L FXL HOHPHQWL VRQR VRWWRLQVLHPL GL A

℘( A) = {B | B ⊆ A}

$OO·LQVLHPH GHOOH SDUWL DSSDUWHQJRQR VLD O·LQVLHPH A VLD O·LQVLHPH YXRWR LQIDWWL A ⊆ A H Φ 6L RVVHUYL LQROWUH FKH JOL HOHPHQWL GHOO·LQVLHPH GHOOH SDUWL VRQR D ORUR YROWD XQ LQVLHPH 9HGLDPR XQ HVHPSLR A = {0,1,2} ℘( A) = {Φ , (0), (1), ( 2), (0,1), (0,2), (1,2), (0,1,2)}

3DJ

⊂ A


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQL H 6WUXWWXUH $OJHEULFKH

6L RVVHUYL FKH LO QXPHUR GL HOHPHQWL GL ℘( A) RVVLD OD VXD FDUGLQDOLWj q SDUL D

2n GRYH n q LO

QXPHUR GL HOHPHQWL GL A QHOO·HVHPSLR SUHFHGHQWH A KD 3 HOHPHQWL H ℘( A) KD 2 = 8 HOHPHQWL 3

,QIDWWL JOL HOHPHQWL GL ℘( A) •

HOHPHQWR FRVWLWXLWR GDOO·LQVLHPH YXRWR VL RVVHUYL FKH SXz HVVHUH VFULWWR DWWUDYHUVR L

§n· ¸¸ ©0¹

FRHIILFLHQWL ELQRPLDOL FRPH VHJXH 1 = ¨¨ •

§n· n = ¨¨ ¸¸ HOHPHQWL FRVWLWXLWL GD LQVLHPL FRQ XQ VROR HOHPHQWR VRQR JOL HOHPHQWL GHOO·LQVLHPH ©1¹ A §n· ¨¨ ¸¸ HOHPHQWL FRVWLWXLWL GD LQVLHPL FRQ XQ GXH HOHPHQWL VRQR WXWWH OH SRVVLELOL FRSSLH © 2¹ IRUPDELOL WUDPLWH JOL HOHPHQWL GHOO·LQVLHPH A LQ FXL O·RUGLQH QRQ FRQWD

««

§n· ¨¨ ¸¸ HOHPHQWL FRVWLWXLWL GD LQVLHPL FRQ XQ k HOHPHQWL VRQR WXWWH OH SRVVLELOL k − ple ©k ¹ IRUPDELOL WUDPLWH JOL HOHPHQWL GHOO·LQVLHPH

A LQ FXL O·RUGLQH QRQ FRQWD

§n· ¨¨ ¸¸ = 1 HOHPHQWL FRVWLWXLWL GD LQVLHPL FRQ XQ n HOHPHQWL VRQR WXWWH OH SRVVLELOL n − ple ©n¹ IRUPDELOL WUDPLWH JOL HOHPHQWL GHOO·LQVLHPH A LQ FXL O·RUGLQH QRQ FRQWD LQ TXHVWR FDVR WDOH LQVLHPH q A VWHVVR

&RPPDQGR WXWWL L FRQWULEXWL VL HG LQGLFDQGR FRQ Card℘( A) OD FDUGLQDOLWj GL ℘( A) VL RWWLHQH n n § · Card℘( A) = ¦ ¨¨ ¸¸ k =0 © k ¹

5LFRUGLDPR RUD OD IRUPXOD GL 1HZWRQ FKH SHUPHWWH GL HVSULPHUH OD SRWHQ]D ELQRPLR > @ ( a + b)

n

n − esima GL XQ

n §n· = ¦ ¨¨ ¸¸a k b n−k k =0 © k ¹

7DOH IRUPXOD q IDFLOPHQWH GHGXFLELOH VH SHQVLDPR GL VYLOXSSDUH JOL n SURGRWWL GHOOD SRWHQ]D (a + b) LQIDWWL VL KD •

n

n

LO FRHIILFLHQWH GL a q DSUL DG SRLFKp HVLVWH XQ VROR WHUPLQH b 7DOH YDORUH VL RWWLHQH GDOOD IRUPXOD SUHFHGHQWH SRQHQGR k

n − esima

§n· = 0 ¨¨ ¸¸a 0b n−0 = b n ©0¹

n

n

LO FRHIILFLHQWH GL b q DSUL DG SRLFKp HVLVWH XQ VROR WHUPLQH a 7DOH YDORUH VL RWWLHQH GDOOD IRUPXOD SUHFHGHQWH SRQHQGR k

§ n· = n ¨¨ ¸¸a n b n −n = a n b 0 = a n © n¹

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQL H 6WUXWWXUH $OJHEULFKH •

LO JHQHULFR FRHIILFLHQWH q LQYHFH FRVWLWXLWR GD n IDWWRUL GL FXL k < n SDUL DG a HG n − k SDUL D b GL TXHVWL IDWWRUL QH HVLVWRQR WDQWL TXDQWH VRQR OH FRPELQD]LRQL VHQ]D ULSHWL]LRQL GL

§n· ©k ¹

n HOHPHQWL SUHVL D JUXSSL GL k RVVLD ¨¨ ¸¸ 6RPPDQGR WXWWL L WHUPLQL VL RWWLHQH OD IRUPXOD GL 1HZWRQ FKH DSSOLFDWD DO FDVR a = b = 1 IRUQLVFH

GD FXL VHJXH

n n § n· §n· (1 + 1) n = 2 n = ¦ ¨¨ ¸¸1k1n−k = ¦ ¨¨ ¸¸ k =0 © k ¹ k =0 © k ¹

> @ Card℘( A)

n §n· = ¦ ¨¨ ¸¸ = 2 n k =0 © k ¹

,QVLHPL 1XPHULFL

7UD JOL LQVLHPL QXPHULFL VL KDQQR • Ν = {1,2,3,4,5,......} LQVLHPH GHL QXPHUL LQWHUL QDWXUDOL SHU FRUUHWWH]]D VL RVVHUYD FKH QHOOD GHILQL]LRQH GL LQVLHPH GHL QXPHUL QDWXUDOL VL q XWLOL]]DWR LO PHWRGR HQXPHUDWLYR QRQ DGDWWR DG XQ LQVLHPH FRQ XQ QXPHUR LQILQLWR GL HOHPHQWL LO PRWLYR q FKH VL VXSSRQH DFTXLVLWD H SULPLWLYD OD QR]LRQH GL QXPHUR QDWXUDOH OD FXL GHILQL]LRQH IRUPDOH HVXOD GDOOR VFRSR GHOOD SUHVHQWH WUDWWD]LRQH SHU L GHWWDJOL VL YHGD OH RSHUH GL 3HDQR )UHJH 3HDQR ULSRUWDWH LQ ELEOLRJUDILD Ν 0 = Ν ∪ {0}LQVLHPH GHL QDWXUDOL FRPSUHQVLYL GHOOR ]HUR • • • • •

• •

Ν + = {+ 1,+2,+3,+4,+5,.....}LQVLHPH GHL QXPHUL LQWHUL SRVLWLYL VL RVVHUYL FKH D ULJRUH Ν HG Ν + VRQR GXH LQVLHPL GLYHUVL Ν + = {− 1,−2,−3,−4,−5,.....} LQVLHPH GHL QXPHUL LQWHUL QHJDWLYL Ν ± = Ν + ∪ Ν − ∪ {0} LQVLHPH GHL QXPHUL LQWHUL UHODWLYL FRPSUHQVLYL GHOOR ]HUR

m ­ ½ Q = ®q = | m ∈ Ν 0 , n ∈ Ν ¾ LQVLHPH GHL QXPHUL UD]LRQDOL VL RVVHUYL FKH n ≠ 0 LQ n ¯ ¿ TXDQWR DSSDUWLHQH D Ν FKH QRQ FRQWLHQH OR ]HUR DQFKH QHO FDVR GHL QXPHUL UD]LRQDOL VL

SRVVRQR LQWURGXUUH L QXPHUL QHJDWLYL H SRVLWLYL UHODWLYL LQ PRGR DQDORJR DO FDVR GHL QXPHUL QDWXUDOL R LQVLHPH GHL QXPHUL UHDOL SHU OD GHILQL]LRQH GL QXPHUR UHDOH VL ULPDQGD DL WHVWL GL $QDOLVL 0DWHPDWLFD H GL $OJHEUD C LQVLHPH GHL QXPHUL FRPSOHVVL GHILQLWL QHO SUHFHGHQWH FDSLWROR ,QVLHPL 'LVJLXQWL H 3DUWL]LRQL

'XH LQVLHPL A H B VL GLFRQR GLVJLXQWL VH A ∩ B = Φ 'DWR XQ LQVLHPH A H GDWL A1 A2 « An n VRWWRLQVLHPL GL

A RVVLD Ai ⊂ A SHU i = 1..n VL GLFH

FKH JOL n Ai ⊂ A FRVWLWXLVFRQR XQD SDUWL]LRQH GL A VH •

Ai ∩ A j Φ SHU i ≠ j

A = Ai = A1 ∪ A2 ∪ ..... ∪ An

n

i =1

,Q DOWUL WHUPLQL A q GDWR GDOO··XQLRQH GL VXRL VRWWRLQVLHPL GLVJLXQWL (VHPSLR 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQL H 6WUXWWXUH $OJHEULFKH

A = {1,2,3,4,5,6} A1 = {1,2} A2 = {3,4} A3 = { 5,6}

A1 ∩ A2 = {1,2}∩ { 3,4} = Φ A1 ∩ A3 = {1,2}∩ { 5,6} = Φ A2 ∩ A3 = { 3,4}∩ { 5,6} = Φ 3

Ai = A1 ∪ A2 ∪ . A3 = {1,2}∪ { 3,4}∩ { 5,6} = {1,2,3,4,5,6} = A i =1

(VHPSL

6LDQR • U = {0,1,2,3,4,5,6,7,8,9} O·LQVLHPH XQLYHUVR FRVWLWXLWR GD QXPHUL LQWHUL SRVLWLYL GD ]HUR D QRYH • A = {0,1,2,3,4} B = {3,4,5,6} C = {8,9} 9HGLDPR DOFXQL HVHPSL GL RSHUD]LRQL VXJOL LQVLHPL U , A, B, C • • • • • • • • • •

A ⊂ U LQIDWWL WXWWL JOL HOHPHQWL L A DSSDUWHQJRQR DQFKH D U A ∪ B = {0,1,2,3,4,5,6} A ∪ A = {0,1,2,3,4,} A ∩ B = {3,4} A ∩ C = Φ A − B = {0,1,2} B − A = {5,6} ≠ A − B A + B = {0,1,2,5,6} B + A = {0,1,2,5,6} = A + B

A = {5,6,7,8,9} B = {0,1,2,7,8,9} C ∪ ( A ∩ B ) = {8,9}∪ {3,4} = {3,4,8,9} (C ∪ A) ∩ (C ∪ B ) = {0,1,2,3,4,8,9}∩ {3,4,5,6,8,9} = {3,4,8,9} C ∩ ( A ∪ B ) = {8,9}∪ {0,1,2,3,4,5,6} = Φ (C ∩ A) ∪ (C ∩ B) = Φ ∩ Φ = Φ

A ∪ B = {0,1,2,3,4,5,6} = {7,8,9} A ∩ B = {5,6,7,8,9}∩ {0,1,2,7,8,9} = {7,8,9}

A ∩ B = {3,4,} = {0,1,2,5,6,7,8,9} A ∪ B = {5,6,7,8,9}∩ {0,1,2,7,8,9} = {0,1,2,5,6,7,8,9} 3URGRWWR &DUWHVLDQR WUD LQVLHPL

)LVVDWL GXH LQVLHPL A = { a1 , a2 ,....a n } = {ai } H B = { b1 , b2 ,....bm } = { bi } VL GHILQLVFH 3URGRWWR

A H B H VL LQGLFD FRQ LO VLPEROR A× B OD WRWDOLWj GHOOH FRSSLH RUGLQDWH (ai , b j ) FRQ i = 1..n H j = 1..m

&DUWHVLDQR WUD JOL LQVLHPL ,Q VLPEROL

> @ A × B =

{ (ai , b j ) | ai ∈ A b j ∈ B}

1HOOD GHILQL]LRQH GL SURGRWWR FDUWHVLDQR q LPSRUWDQWH VRWWROLQHDUH FKH O·RUGLQH GL SUHVHQWD]LRQH GHJOL HOHPHQWL DOO·LQWHUQR GHOOD FRSSLD q VLJQLILFDWLYR RVVLD DG HVHPSLR ( a1 , b2 ) H (b2 , a1 ) VRQR

A× B 1HO FDVR GHO SURGRWWR FDUWHVLDQR GL XQ LQVLHPH SHU VH VWHVVR VL 2 XWLOL]]D OD VHJXHQWH QRWD]LRQH A × A = A GXH HOHPHQWL GLYHUVL GL

9HGLDPR DOFXQL HVHPSL • A = {1,2} B = {3,4} A × B = { (1,3), (1,4), (2,3), ( 2,4)} •

2

VLD R O·LQVLHPH GHL QXPHUL UHDOL R = R × R LQGLFD OD WRWDOLWj GHOOH FRSSLH RUGLQDWH GL QXPHUL UHDOL VH ULFRUGLDPR O·LQWHUSUHWD]LRQH JHRPHWULFD GL R FRPH LQVLHPH GL SXQWL GL 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQLL H 6WUXWWXUH $OJHEULFKH

R 2 = R × R SXz LQWHUSUHWDUVL JHRPHWULFDPHQWHH FRPH O·LQVLHPH GHL 2 SXQWL GHO SLDQR ULIHULWR DG DVVL FDUWHVLDQL RUWRJRQDOL H OH FRSSLH QXPHHULFKH GL R FRPH OH XQD UHWWD RULHQWDWD

FRRUGLQDWH GHL SXQWL GHO SLDQR DSSDUH GXQTXH HYLGHQWH O·LPSRUWDQ]D GL DYHUH GLVWLQWR OH FRSSLH QXPHULFKH LQ Q EDVH DOO·RUGLQH LQ TXDQWR DG HVHPSLR OH FRRUUGLQDWH (1,2) H (2,1) LQGLYLGXDQR GXH SXQ QWL GLYHUVL

2

)LJXUD ,QWHUSUHWD]LRQH JHRPHWULFD GL R $EELDPR RVVHUYDWR FKH O·RUG GLQH GHOOH FRSSLH q LPSRUWDQWH H GD FLz QH FRQVVHJXH FKH LO SURGRWWR FDUWHVLDQR QRQ q FRPPXWDWLYR R RVVLD A × B ≠ B × A ,O SURGRWWR FDUWHVLDQR SXz HVVVHUH JHQHUDOL]]DWR GHILQHQGR LO SURGRWWR GL n LQVLHPL A1 = { a1i }

{ }

A2 = a1 j «« An = {a1k } FRPH OD WRWDOLWj GHOOH n − ple RUGLQDWH .. × An > @ A1 × A2 ×.....

{

}

= (a1i , a2 j......ank ) | a1i ∈ A1, a2ij ∈ A2 ,.......anik ∈ An

n − esimo esi GL XQR VWHVVR LQVLHPH VL LQGLFD FRQ OD QRWD]LRQH VHJXHQWH A × A × ..... A = A 5LRVVHUYYL LQILQH FKH R n = R × R × ......R UDSSUHVHQWD OHH n − ple RUGLQDWH GL

,O SURGRWWR FDUWHVLDQR n

QXPHUL UHDOL H SHUWDQWR GDO S SXQWR GL YLVWD JHRPHWULFR LQGLYLGXD OH FRRUGLQDWHH GL XQ SXQWR GL XQR VSD]LR DG n GLPHQVLRQL ULIHULLWR DG DVVL FDUWHVLDQL RUWRJRQDOL

5HOD]LRQL

)LVVDWL GXH LQVLHPL A = { a1 , a 2 ,....a n } = {ai } H B = { b1 , b2 ,....bm } = { bi } VL V GHILQLVFH UHOD]LRQH ELQDULD ℜ WUD O·LQVLHPH A H O·LQVLHPH B XQD TXDOVLDVL OHJJH FKH SRQH LQ UHHOD]LRQH XQ HOHPHQWR RSSLH RUGLQDWH (a, b) GL A FRQ XQ HOHPHQWR GL B 8QD UHOD]LRQH ELQDULD GHWHUPLQD TXLQGL GHOOH FR GL HOHPHQWL PHVVL LQ FRUULVSRQ QGHQ]D HG LQ TXHVWR VHQVR GHWHUPLQD XQ VRWWRLQVLLHPH C GHO SURGRWWR FDUWHVLDQR A× B 9DOH DQFKHH LO YLFHYHUVD RVVLD GHILQLWR XQ VRWWRLQVLHPH C GHO SURGRWWR A× B HVVR GHILQLVFH XQD UHOD]LRQH E ELQDULD FKH q TXHOOD VWDELOLWD GDOOH FRSSLH FRVWLWXHQ QWL JOL HOHPHQWL GL C (VHPSL • VLD A = {p , d }H B = {1,2,3,4,5,6} GHILQLDPR OD UHOD]LRQH ELQDUULD ℜ FKH DVVRFLD DOO·HOHPHQWR

p GL A JOL HOHPHQWL SDUL GL B HG DOO·HOHPHQWR d L GLVSSDUL

ℜ = {( p ,2), ( p ,4), ( p,6), ( d ,1), ( d ,3), ( d ,5))} FRPH VL YHGH VL q YHQX XWR D GHWHUPLQDUH XQ VRWWRLQVLHPH GL A× B LQIDWWL LQ ℜ QRQ WURYLDPR DG HVHPSLR OD FRSSLDD (d ,2) •

{

}

VLD ℜ = ( x, y ) | x = y , x ∈ R, y ∈ R, y > 0 ℜ ⊂ R × R RVVLD ℜ q XQ VRWWRLQVLHPH GL 2

R × R H GHILQLVFH XQQD UHOD]LRQH WUD JOL HOHPHQWL x ∈ R H JOL HOHPHQWL y ∈ R WDOH UHOD]LRQH JHRPHWULFDPHQWH UDSS SUHVHQWD XQD SDUDEROD 6L RVVHUYL FKH DG XQR VWHVVR Y YDORUH GL XQ HOHPHQWR GL A SRVVRQR FRUULVSRQGHUUH SL HOHPHQWL GL B ,QIDWWL QHJOL HVHPSL SUHFHGHQ QWL VL KD • D p FRUULVSRQGRQR J JOL HOHPHQWL (2,4,6) GL B HG D d JOL HOHPHQWL (1,3,5) •

DG RJQL YDORUH GL x FFRUULVSRQGRQR L GXH YDORUL ±

3DJ

y SHU y > 0


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQL H 6WUXWWXUH $OJHEULFKH ,O FRQFHWWR GL UHOD]LRQH SXz HVVHUH IDFLOPHQWH HVWHVR DO FDVR n − ario ILVVDWL n LQVLHPL A1

{ }

{ }

{ }

= a1i1

A2 = a2i2 «« An = ani n VL GHILQLVFH UHOD]LRQH n − aria XQD OHJJH ℜ FKH SHUPHWWH GL

n − ple RUGLQDWH GL HOHPHQWL PHVVL LQ FRUULVSRQGHQ]D GDOOD OHJJH ℜ $G HVHPSLR L SXQWL ( x, y, z ) GHOOR

GHILQLUH XQ VRWWRLQVLHPH C GHO SURGRWWR FDUWHVLDQR A1 × A2 × ..... × An FRVWLWXLWR GDOOH VSD]LR GL

R 3 GHILQLWL GDOO·HTXD]LRQH x 2 + y 2 + z 2 = 1 FKH GD XQ SXQWR GL YLVWD JHRPHWULFR 3

UDSSUHVHQWDQR XQD VIHUD VRQR XQD UHOD]LRQH WHUQDULD GL R

5HOD]LRQH GL (TXLYDOHQ]D

8QD UHOD]LRQH GL HTXLYDOHQ]D q XQD SDUWLFRODUH UHOD]LRQH WUD JOL HOHPHQWL GL XQR VWHVVR LQVLHPH A H VL GHILQLVFH FRPH XQ VRWWRLQVLHPH GHO SURGRWWR A× A YHULILFDQWH VSHFLILFKH SURSULHWj 3ULPD GL SURFHGHUH DOOD GHILQL]LRQH GHO FRQFHWWR GL UHOD]LRQH GL HTXLYDOHQ]D SUHVHQWLDPR L VHJXHQWL HVHPSL • 5HOD]LRQH GL XJXDJOLDQ]D 6LDQR a b c WUH HOHPHQWL GL XQR VWHVVR LQVLHPH A OHJDWL GD XQD UHOD]LRQH GL XJXDJOLDQ]D DG HVHPSLR WUH YDULDELOL FKH DVVXPRQR WUH YDORUL XJXDOL GD XQ SXQWR GL YLVWD ILVLFR SRVVLDPR SHQVDUH FKH LQGLYLGXDQR WUH FRQWHQLWRUL FKH SRVVRQR FRQWHQHUH XQ YROXPH YDULDELOH GL OLTXLGR H FKH VRQR XJXDOL VH FRQWHQJRQR WXWWL H WUH OR VWHVVR YROXPH /D UHOD]LRQH GL XJXDJOLDQ]D LPSOLFD OD YDOLGLWj GHOOH VHJXHQWL WUH SURSULHWj SURSULHWj ULIOHVVLYD 3 a = a b = b c = c 3 a = b b = a SURSULHWj VLPPHWULFD 3 a = b, b = c a = c SURSULHWj WUDQVLWLYD • 5HOD]LRQH GL SDUDOOHOLVPR 6LDQR a b c WUH HOHPHQWL GHOO·LQVLHPH Π R GHOOH UHWWH GHO SLDQR RVVLD WUH UHWWH SDUDOOHOH FLRq OHJDWH GD XQD UHOD]LRQH GL SDUDOOHOLVPR /D UHOD]LRQH GL SDUDOOHOLVPR LQGLFDWD FRQ LO VLPEROR __ LPSOLFD OD YDOLGLWj GHOOH VHJXHQWL WUH SURSULHWj 3 a || a b || b c || c SURSULHWj ULIOHVVLYD 3 a || b b || a

SURSULHWj VLPPHWULFD

3 a || b, b || c a || c SURSULHWj WUDQVLWLYD &RQIURQWDQGR L GXH HVHPSL VL HYLQFH FKH OH SURSULHWj 3 3 3 UDSSUHVHQWDQR OH FDUDWWHULVWLFKH FRPXQL HVLVWHQWL WUD OD UHOD]LRQH GL XJXDJOLDQ]D H TXHOOD GL SDUDOOHOLVPR (VLVWH DOORUD ´TXDOFRVDµ GL SL JHQHUDOH GHOOH VXGGHWWH UHOD]LRQL FKH FRPSUHQGH LO FRQFHWWR GL XJXDJOLDQ]D H SDUDOOHOLVPR FRPH FDVR SDUWLFRODUH TXHVWR ´TXDOFRVDµ q UDSSUHVHQWDWR SURSULR GDOOH WUH SURSULHWj FRPXQL DOOH UHOD]LRQL GL XJXDJOLDQ]D H SDUDOOHOLVPR 'LUHPR GXQTXH FKH ILVVDWR XQ LQVLHPH A = {ai } ILQLWR RG LQILQLWR ℜ ⊂ A × A UDSSUHVHQWD XQD UHOD]LRQH GL HTXLYDOHQ]D VH GHWWL

(a, b, c) WUH HOHPHQWL GL A LQ UHOD]LRQH WUD ORUR VHFRQGR DG

HVHPSLR OH FRSSLH (a, b) (a, c) YDOJRQR OH VHJXHQWL SURSULHWj SURSULHWj ULIOHVVLYD 3 a ~ a 3 a ~ b b ~ a SURSULHWj VLPPHWULFD SURSULHWj WUDQVLWLYD 3 a ~ b, b ~ c a ~ c 'RYH LO VLPEROR a YLHQH LPSLHJDWR SHU GLUH FKH GXH HOHPHQWL VRQR LQ UHOD]LRQH GL HTXLYDOHQ]D a ~ b a H LQ UHOD]LRQH GL HTXLYDOHQ]D FRQ b 3HU PDJJLRU FKLDUH]]D VL RVVHUYL FKH 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQL H 6WUXWWXUH $OJHEULFKH • •

GDOOD 3 VHJXH FKH RJQL HOHPHQWR q LQ UHOD]LRQH FRQ VH VWHVVR H TXLQGL OD FRSSLD (a, a) q LQ UHOD]LRQH GL HTXLYDOHQ]D GDOOD 3 VHJXH FKH VH a H b VRQR LQ UHOD]LRQH RVVLD VH OD FRSSLD (a, b) q LQ UHOD]LRQH GL HTXLYDOHQ]D OR q DQFKH OD FRSSLD (b, a) TXLQGL OD UHOD]LRQH q FRPPXWDELOH

•

GDOOD 3 VHJXH FKH VH a H b VRQR LQ UHOD]LRQH a ULVXOWD LQ UHOD]LRQH DQFKH FRQ WXWWL JOL HOHPHQWL FRQ FXL q LQ UHOD]LRQH c &ODVVL GL HTXLYDOHQ]D

'DOOH RVVHUYD]LRQL SUHFHGHQWL VL HYLQFH DOORUD OD SRVVLELOLWj GL VXGGLYLGHUH O·LQVLHPH A LQ FODVVL GL HTXLYDOHQ]D RVVL LQ VRWWRLQVLHPL GL A RJQXQR GHL TXDOL q FDUDWWHUL]]DWR GD HOHPHQWL WXWWL LQ UHOD]LRQH GL HTXLYDOHQ]D WUD ORUR ,Q VLPEROL SUHPHVVR FKH XQD FODVVH GL HTXLYDOHQ]D VL LQGLFD FRQ a GRYH a ∈ A HG q XQR GHJOL HOHPHQWL GHOOD FODVVH VL KD a = {( a, b) | a ∈ A, b ∈ A, a ~ b} 9HGLDPR XQ HVHPSLR VL VXSSRQJD FKH DOO·LQWHUQR GL XQ·XUQD FL VLDQR SDOOLQH GL FRORUH ELDQFR LQGLFDWH FRQ b1 b2 b3 GL FRORUH URVVR LQGLFDWH FRQ r1 r2 r3 H GL FRORUH YHUGH v1 v2 v3

[]

[]

'HILQLDPR OD UHOD]LRQH VHJXHQWH GXH SDOOLQH VRQR LQ UHOD]LRQH VH KDQQR OR VWHVVR FRORUH 9HULILFKLDPR RUD FKH WDOH UHOD]LRQH q XQD UHOD]LRQH GL HTXLYDOHQ]D • RJQL SDOOLQD VWD LQ UHOD]LRQH FRQ VH VWHVVD LQ TXDQWR HVVD KD OR VWHVVR FRORUH GL VH VWHVVD GD FXL VHJXH FKH YDOH OD SURSULHWj ULIOHVVLYD • VH XQD SDOOLQD p q LQ UHOD]LRQH FRQ XQD SDOOLQD q p a q VLJQLILFD FKH p H q KDQQR OR VWHVVR FRORUH H TXLQGL DQFKH q H p KDQQR OR VWHVVR FRORUH H VRQR TXLQGL LQ UHOD]LRQH q a p YDOH SHUWDQWR OD SURSULHWj VLPPHWULFD •

p a q H q a r VHJXH FKH WXWWH H WUH OH SDOOLQH p q H r KDQQR OR VWHVVR FRORUH H TXLQGL p H r KDQQR OR VWHVVR FRORUH GD FXL p a r YDOH GXQTXH OD SURSULHWj WUDQVLWLYD

VH

'HWHUPLQLDPR OH FODVVL GL HTXLYDOHQ]D • b1 = { b1 , b2 , b3 } LQ TXDQWR WXWWH OH SDOOLQH b1 b2 b3 VRQR LQ UHOD]LRQH GL HTXLYDOHQ]D VL

[ ]

RVVHUYL FKH SHU LQGLFDUH OD FODVVH ROWUH D b1 SXz LQGLIIHUHQWHPHQWH HVVHUH XVDWR b2 R b3 LQ

[ ]

TXDQWR JOL HOHPHQWL VRQR WXWWL HTXLYDOHQWL SHUWDQWR PRGL HTXLYDOHQWL GL LQGLFDUH b1 VRQR • •

[b2 ] H [b3 ] [r1 ] = {r1 , r2 , r3 } [v1 ] = {v1 , v2 , v3 }

'DOO·HVHPSLR VL HYLQFH FKH O·LQWHUVH]LRQH GL GXH TXDOVLDVL FODVVL GLYHUVH q SDUL DOO·LQVLHPH YXRWR H O·XQLRQH GHOOH WUH FODVVL q SDUL DOO·LQVLHPH A LQ DOWUL WHUPLQL OD VXGGLYLVLRQH LQ FODVVL GL HTXLYDOHQ]D LQGXFH XQD SDUWL]LRQH GHOO·LQVLHPH A 7DOH SURSULHWj YDOH LQ JHQHUDOH LQIDWWL ILVVDWR XQ LQVLHPH A H GHILQLWD XQD UHOD]LRQH GL HTXLYDOHQ]D VXL VXRL HOHPHQWL VL KD • RJQL HOHPHQWR GL A DSSDUWLHQH DG XQD FODVVH GL HTXLYDOHQ]D SRLFKp RJQL HOHPHQWR q DOPHQR LQ UHOD]LRQH GL HTXLYDOHQ]D FRQ VH VWHVVR SHU OD SURSULHWj ULIOHVVLYD H TXLQGL GHILQLVFH DOPHQR XQD FODVVH GL HTXLYDOHQ]D TXHOOD FKH FRQWLHQH O·HOHPHQWR VWHVVR VH QRQ q HTXLYDOHQWH FRQ QHVVXQ DOWUR HOHPHQWR GHOO·LQVLHPH • OH FODVVL GL HTXLYDOHQ]D VRQR LQVLHPL GLVJLXQWL SRLFKp VH GXH FODVVL GLVWLQWH DYHVVHUR XQ HOHPHQWR LQ FRPXQH HVVR VDUHEEH HTXLYDOHQWH D WXWWL JOL HOHPHQWL GL HQWUDPEH OH FODVVL SHU OD SURSULHWj WUDQVLWLYD H TXLQGL OH GXH FODVVL FRLQFLGHUHEEHUR 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQL H 6WUXWWXUH $OJHEULFKH 9DOH DQFKH OD SURSULHWj LQYHUVD XQD SDUWL]LRQH GL XQ LQVLHPH A GHILQLVFH XQD UHOD]LRQH GL HTXLYDOHQ]D WUD JOL HOHPHQWL GHOO·LQVLHPH H TXLQGL RJQL VRWWRLQVLHPH GHOOD SDUWL]LRQH UDSSUHVHQWD XQD FODVV GL HTXLYDOHQ]D ,QIDWWL GHILQLDPR OD UHOD]LRQH GL DSSDUWHQHQ]D GL GXH HOHPHQWL DG XQR VWHVVR VRWWRLQVLHPH H YHULILFKLDPR FKH WDOH UHOD]LRQH XQD UHOD]LRQH GL HTXLYDOHQ]D 'HWWL (a, b, c) WUH HOHPHQWL DSSDUWHQHQWL DG A VL KD • a DSSDUWLHQH DOOR VWHVVR VRWWRLQVLHPH GL SDUWL]LRQH GL a H TXLQGL YDOH OD SURSULHWj ULIOHVVLYD • VH a DSSDUWLHQH DOOR VWHVVR VRWWRLQVLHPH GL SDUWL]LRQH GL b b DSSDUWLHQH DOOR VWHVVR VRWWRLQVLHPH GL SDUWL]LRQH GL a H TXLQGL YDOH OD SURSULHWj VLPPHWULFD • VH a DSSDUWLHQH DOOR VWHVVR VRWWRLQVLHPH GL SDUWL]LRQH GL b H b DSSDUWLHQH DOOR VWHVVR VRWWRLQVLHPH GL SDUWL]LRQH GL c a DSSDUWLHQH DOOR VWHVVR VRWWRLQVLHPH GL SDUWL]LRQH GL c LQ TXDQWR L VRWWRLQVLHPL GL SDUWL]LRQH VRQR GLVJLXQWL H QRQ SXz HVVHUFL LQ VHFRQGR VRWWRLQVLHPH FRQWHQHQWH a H c H QRQ FRQWHQHQWH b H TXLQGL YDOH OD SURSULHWj WUDQVLWLYD

/D UHOD]LRQH GL HTXLYDOHQ]D FRPH FRGLILFD GHO SURFHVVR GL DVWUD]LRQH

5LSUHQGLDPR DOFXQL GHJOL HVHPSL GL UHOD]LRQH GL HTXLYDOHQ]D SUHVHQWDWL LQ SUHFHGHQ]D • 5HOD]LRQH GL XJXDJOLDQ]D 3RLFKp O·XJXDJOLDQ]D q XQD UHOD]LRQH GL HTXLYDOHQ]D HVVD GHILQLVFH XQD SDUWL]LRQL LQ FODVVL GL HTXLYDOHQ]D DG HVHPSLR VH SHQVLDPR DG XQ LQVLHPH GL ERWWLJOLH FRQWHQHQWH GHOO·DFTXD H OD UHOD]LRQH q FKH GXH ERWWLJOLH VRQR XJXDOL H TXLQGL HTXLYDOHQWL VH FRQWHQJRQR OR VWHVVR YROXPH GL DFTXD XQD FODVVH GL HTXLYDOHQ]D q FRVWLWXLWD GDOOH ERWWLJOLH GL XQ OLWUR XQD VHFRQGD FODVVH GD ERWWLJOLH GL GXH OLWUL H FRVu YLD 6H FL FKLHGLDPR RUD FKH FRVD KDQQR LQ FRPXQH JOL HOHPHQWL GL XQD VWHVVD FODVVH OD ULVSRVWD q FKH KDQQR WXWWL OR VWHVVR YROXPH RVVLD VRQR WXWWH ERWWLJOLH XJXDOL ULVSHWWR DOOD GHILQL]LRQH GL XJXDJOLDQ]D GDWD DOORUD O·LQVLHPH GHOOH FODVVL GL HTXLYDOHQ]D PRGHOOL]]D LO FRQFHWWR GL XJXDJOLDQ]D RVVLD q XQ PRGR SHU GHILQLUH LQ DVWUDWWR LO FRQFHWWR GL XJXDJOLDQ]D • 5HOD]LRQH GL SDUDOOHOLVPR /D UHOD]LRQH GL SDUDOOHOLVPR q XQD UHOD]LRQH GL HTXLYDOHQ]D H TXLQGL SHUPHWWH GL VXGGLYLGHUH O·LQVLHPH GHOOH UHWWH LQ FODVVL GL HTXLYDOHQ]D WDOH FKH GXH UHWWH DSSDUWHQHQWL DOOD VWHVVD FODVVH VRQR SDUDOOHOL $QFKH LQ TXHVWR FDVR O·HOHPHQWR FKH GLVFULPLQD OH GLYHUVH FODVVL q LO FRQFHWWR GL GLUH]LRQH LQ TXDQWR GXH UHWWH FKH DSSDUWHQJRQR D FODVVL GLYHUVL KDQQR QHFHVVDULDPHQWH GLUH]LRQL GLYHUVH LQ TXDQWR QRQ VRQR SDUDOOHOH $OORUD OD UHOD]LRQH GL HTXLYDOHQ]D GHO SUHVHQWH HVHPSLR q XQ PRGR SHU GHILQLUH LQ DVWUDWWR LO FRQFHWWR GL SDUDOOHOLVPR H OD GLUH]LRQH WUD UHWWH 3HUWDQWR SRVVLDPR JHQHUDOL]]DUH GLFHQGR FKH GHILQLWR XQ LQVLHPH A HG XQD UHOD]LRQH GL HTXLYDOHQ]D a VXJOL HOHPHQWL GL A OH FODVVL GL HTXLYDOHQ]D FKH QH FRQVHJXRQR GHILQLVFRQR LQ DVWUDWWR LO FRQFHWWR FKH VRWWHQGH DOOD GHILQL]LRQH GL a

,QVLHPH 4XR]LHQWH

'DWR XQ LQVLHPH A = {ai } HG XQD UHOD]LRQH GL HTXLYDOHQ]D a WUD JOL HOHPHQWL GL TXR]LHQWH GL

A VXOOD UHOD]LRQH a O·LQVLHPH LQGLFDWR FRQ LO VLPEROR A

HTXLYDOHQ]D GHILQLWH GDOOD UHOD]LRQH GL HTXLYDOHQ]D ,Q VLPEROL > @ A

~

~

A VL GLFH LQVLHPH

FRVWLWXLWR GDOOH FODVVL GL

= {b | b = [ai ], ai ∈ A}

'DOOH RVVHUYD]LRQL GHO SDUDJUDIR SUHFHGHQWH LQ FXL VL q HYLGHQ]LDWR FRPH OH FODVVL GL HTXLYDOHQ]D VRQR XQ PRGR SHU FRGLILFDUH LO FRQFHWWR GL DVWUD]LRQH GHJOL HOHPHQWL FRQFHWWXDOL GHILQLWL WUDPLWH XQD UHOD]LRQH GL HTXLYDOHQ]D VL GHGXFH FKH O·LQVLHPH TXR]LHQWH UDSSUHVHQWD O·HQWH PDWHPDWLFR GHO 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQL H 6WUXWWXUH $OJHEULFKH FRQFHWWR GHILQLWR GDOOD UHOD]LRQH VWHVVD TXHVWD SURSULHWj q GL LPSRUWDQ]D IRQGDPHQWDOH GDO SXQWR GL YLVWD FRQFHWWXDOH LQ TXDQWR q XQR GHL SLODVWUL VX FXL VL EDVDQR PROWH WHRULH GHOOD PDWHPDWLFD PRGHUQD

5HOD]LRQH GL 2UGLQDPHQWR

/H UHOD]LRQL GL RUGLQDPHQWR VRQR TXHOOH GD • ´0DJJLRUH GLµ • ´0LQRUH GLµ )LVVDWR XQ LQVLHPH A = {ai } VL GLFH FKH WUD L VXRL HOHPHQWL GHILQLWD XQD UHOD]LRQH GL RUGLQH WLSR ´PDJJLRUH GLµ LQGLFDWD FRQ LO VLPEROR ! VH SHU RJQL FRSSLD

(ai , a j ) q SRVVLELOH GHILQLUH XQ

RUGLQDPHQWR R VHTXHQ]LDPHQWR H YDOH •

OD SURSULHWj WUDQVLWLYD VH

ai > a j H a j > ak ai > ak DOORUD VL SXz VFULYHUH

ai > a j > ak •

QRQ YDOH OD SURSULHWj VLPPHWULFD H TXLQGL VH ai

> a j QRQ SXz HVVHUH a j > ai

3HU TXDQWR ULJXDUGD OD UHOD]LRQH ´PLQRUH GLµ YDOH OR VWHVVR GLVFRUVR LO VLPEROR XWLOL]]DWR q (VHPSL • VH SHQVLDPR DOO·LQVLHPH Ν = {1,2,3,......n,.....} GHL QXPHUL QDWXUDOL OD VHTXHQ]D RWWHQXWD DJJLXQJHQGR DO QXPHUR VH VWHVVR « GHILQLVFH XQD UHOD]LRQH GL RUGLQDPHQWR SRLFKp WLSR ´PLQRUH GLµ LQIDWWL « • SHQVLDPR DG XQ LQVLHPH GL RJJHWWL A = {ai } GLVSRVWL OXQJR XQD UHWWD H GHILQLDPR FKH XQ RJJHWWR SUHFHGH XQ DOWUR RJJHWWR VH VL WURYD SL D VLQLVWUD GL TXHVW·XOWLPR H TXLQGL

ai precede a j VH q SL D VLQLVWUD VL WUDWWD GL XQD UHOD]LRQH GL RUGLQDPHQWR WLSR ´PLQRUH GL ai µ HG LQ VLPEROL OD LQGLFKHUHPR FRPH LQGLFKHUHPR ai QRQ SXz HVVHUH a j

< a j ,QIDWWL VH ai precede a j

precede ai SHUFKp VH ai q SL D VLQLVWUD GL a j QRQ SXz HVVHUH YHUR LO

YLFHYHUVD LQROWUH VH

a j precede ai H a j precede ak DOORUD DQFKH ai precede a k LQ

TXDQWR VH a i q SL D VLQLVWUD GL a j FKH q SL D VLQLVWUD GL ak D PDJJLRU UDJLRQH ai q SL D VLQLVWUD GL ak 1HOO·LQVLHPH GHL QXPHUL FRPSOHVVL QRQ q SRVVLELOH GHILQLUH XQD UHOD]LRQH GL RUGLQDPHQWR H TXLQGL QRQ ULVXOWD SRVVLELOH VWDELOLUH VH XQ QXPHUR FRPSOHVVR q PDJJLRUH R PLQRUH GL XQ DOWUR

$SSOLFD]LRQL

/H $SSOLFD]LRQL VRQR XQ FDVR SDUWLFRODUH GHOOH UHOD]LRQL ILVVDWL GXH LQVLHPL A H B VL GLFH FKH XQD OHJJH f FKH DG RJQL HOHPHQWR GL A ID FRUULVSRQGHUH XQR HG XQ VROR HOHPHQWR GL B FRVWLWXLVFH XQD DSSOLFD]LRQH WUD DSSOLFD]LRQH f •

A H B 'DO SXQWR GL YLVWD GHOOD UDSSUHVHQWD]LRQH VLPEROLFD GL XQD

VH b q O·HOHPHQWR GL VFULYH b =

B SRVWR LQ FRUULVSRQGHQ]D GDOOD OHJJH f FRQ O·HOHPHQWR a ∈ A VL

f (a)

f q XQD DSSOLFD]LRQH WUD A H B VL SRQH f : A → B /·LQVLHPH A q GHWWR GRPLQLR H O·LQVLHPH B q GHWWR FRGRPLQLR GL f 6L FKLDPD LPPDJLQH GL A DWWUDYHUVR OD f H VL LQGLFD FRQ LO VLPEROR •

VH

Im f RSSXUH f (A) 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQLL H 6WUXWWXUH $OJHEULFKH OD WRWDOLWj GHJOL HOHPHQWL b ∈ B WDOH FKH b RVVLD VRQR WXWWL JOL HOHPHQWL GL

= f (a) ∀a ∈ A

B PHVVL LQ FRUULVSRQGHQ]D WUDPLWH O·DSSSOLFD]LRQH f FRQ JOL

HOHPHQWL GL A

)LJXUD $SSOLFD]LRQH WUD GXH LQVLHPL

)LVVDWR XQ TXDOVLDVL b ∈ B VL GLFH ILEUD GL b OD WRWDOLWj GHJOL HOHPHQWL a ∈ A WDDOH FKH b = f (a) Q]D LO IDWWR LPSRUWDQWH 1HOOD )LJXUD q LOOXVWUDWR JUUDILFDPHQWH LO FRQFHWWR GL DSSOLFD]LRQH VL HYLGHQ GHOOD FRUULVSRQGHQ]D GL XQ VR ROR HOHPHQWR GL B SHU RJQL HOHPHQWR GL A WUDPLWWH OD OHJJH f 6H WDOH YLQFROR QRQ YLHQH ULVSHWWDWR U FRPH QHOO·HVHPSLR GHOOD )LJXUD OD OHJJH UDSSUHVHQWD XQD DSSOLFD]LRQHH PD XQD UHOD]LRQH

)LJXUD /HJJH FKH QRQ q XQ·DSSOLFD]LRQH

)LJXUD )LEUD GL E

f QRQ

1HOOD )LJXUD VL HYLGHQ]D OD ILEUD GL b FKH ULVXOWD FRVWLWXLWD GDJOL HOHPHQWL a1 H a 2

(VHPSL

9HGLDPR DOFXQL HVHPSL LQ FXLL O·LQVLHPH A FRLQFLGH FRQ O·LQVLHPH GHL QXPHUL UHDOL R VL HYLGHQ]LD FKH LQ TXHVWR FDVR OH DSSOLFD]LRQL VRQR GHWWH IXQ]LRQL QXPHUL UHDOL OD OHJJH f : R → R FKH DG RJQL x ∈ R DVVRFLD XQR HG XQ • VLD R O·LQVLHPH GHL Q VROR YDORUH y = f ( x) = 4 x q XQD DSSOLFD]LRQH GDO SXQWR GL YLLVWD JHRPHWULFR HVVD UDSSUHVHQWD XQD UHWWDD SDVVDQWH SHU O·RULJLQH HG LO IDWWR FKH VL WUDWWD GL G XQD DSSOLFD]LRQH q

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQLL H 6WUXWWXUH $OJHEULFKH

GRYXWR DO IDWWR FKH DG G RJQL x ∈ R DVVRFLD XQ VROR YDORUH SUHVHQWD GXH FDUDWWHULLVWLFKH LPSRUWDQWL

GXH GLVWLQWL YDORUL GL

x

y = f ( x) = 4 x 4XHVWD IXQ]LRQH

IRUQLVFRQR GXH GLVWLQWL YDORULL GL

y HVHPSLR VH

x = 2 y = 8 x = 4 y = 16 WDOH SURSULHWj SHUPHWWH GL LLQYHUWLUH OD IXQ]LRQH RVVLD GL GHWHUUPLQDUH XQ·DOWUD IXQ]LRQH g : R → R GHWWD IXQ Q]LRQH LQYHUVD GL f 1 FKH GD y SHUUPHWWH GL ULFDYDUH x LQIDWWL y = 4 x x = g ( y ) = x 4 RJQL HOHPHQWR y ∈ R GHO FRQGRPLQLR KD LO VXR FRUULVSRQGHWWH x ∈ R GHO GRPLQLR WUDPLWH OD y = f ( x) = 4 x RVVLD OD f ULFRSUH WXWWR LO FRQGRPLLQLR •

VLD R O·LQVLHPH GHL Q QXPHUL UHDOL OD OHJJH

f : R → R FKH DG RJQL x ∈ R DVVRFLD XQR HG XQ

VROR YDORUH y = f (x x) = x q XQD DSSOLFD]LRQH GDO SXQWR GL YLLVWD JHRPHWULFR HVVD UDSSUHVHQWD XQD SDUDDEROD SDVVDQWH SHU O·RULJLQH HG LO IDWWR FKH VL WUDWWDD GL XQD DSSOLFD]LRQH 2

q GRYXWR DO IDWWR FKH DG RJQL x ∈ R DVVRFLD XQ VROR YDORUH y = f ( x ) = x $ GLIIHUHQ]D Q YDOH OD SURSULHWj FKH HOHPHQWL GLVWLQWL GL x IRUQLVFRQR HOHPHQWL GHO FDVR SUHFHGHQWH QRQ GLVWLQWL GL y LQIDWWL DG HVHPSLR x = 1 H x = −1 IRUQLVFRQR OR VWHHVVR YDORUH GL y = 1 2

$OORUD D SDUWLUH GDOOD

f QRQ q SRVVLELOH GHWHUPLQDUH OD IXQ]LRQH LQYHUVVD FKH GD y SHUPHWWH 2 SHWWR DG x RWWHQLDPR GL ULFDYDUH x VH LQIIDWWL ULVROYLDPR OD IXQ]LRQH y = f ( x ) = x ULVS x = ± y FKH FRVWLWX XLVFH XQD OHJJH FKH DG XQ YDORUH GL x DVVRFLD GX XH YDORUL GL y H QRQ XQR H TXLQGL QRQ UDSS SUHVHQWD XQD DSSOLFD]LRQH

$SSOLFD]LRQL LQLHWWLLYH H VXULHWWLYH

*OL HVHPSL SUHFHGHQWL KDQQR R HYLGHQ]LDWR DOFXQH FDUDWWHULVWLFKH LPSRUWDQWL GHOOH G DSSOLFD]LRQL FKH QHO VHJXLWR YHQJRQR GHILQLWH FFRQ SUHFLVLRQH 8QD DSSOLFD]LRQH

f : A → B WUD JOL LQVLHPL A = {ai } H B = {b j } q GHWWD LQLHWWWLYD VH a1 ≠ a2 f ( a1 ) ≠ f ( a2 )

,Q DOWUL WHUPLQL HOHPHQWL GLVWWLQWL GHO GRPLQLR VRQR SRVWL LQ FRUULVSRQGHQ]D GD

f FRQ HOHPHQWL GLVWLQWL GHO FRQGRPLQLR SRVVLLDPR DQFKH GLUH FKH LQ XQD IXQ]LRQH LQLHWWLYD VH OD ILEUD GL ∀b ∈ B q FRVWLWXLWR GD XQ VROR HOHPHQWR R GL A

)LJXUD $SSOLFD]LRQH LQLHWWWLYD

P OD )LJXUD /D )LJXUD HYLGHQ]LD JUDIILFDPHQWH LO FRQFHWWR GL DSSOLFD]LRQH LQLHWWLYD PHQWUH HYLGHQ]LD XQD DSSOLFD]LRQH QRQ Q LQLHWWLYD q DOORUD HYLGHQWH FKH VH VL YXROH GHILQLUH G XQD IXQ]LRQH LQYHUVD g : B → A FKH D SDUWLUH GDOO·HOHPHQWR b = f (a ) ∈ B PL ULFR RQGXFD DOO·HOHPHQWR

a = g (b) ∈ A OD SURSULHWj GLL LQIHWWLYLWj GHOOD f ULVXOWD HVVHQ]LDOH LQ TXDQWRR PDQFDQGR HVVD FL VL ULWURYD QH FDVR GL )LJXUD H TXLQGL QHO SHUFRUVR GD B YHUVR A VL KDQQR GXH SRVVLELOLWj RVVLD 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQLL H 6WUXWWXUH $OJHEULFKH OD DSSOLFD]LRQH g : B → A GRYUHEEH G DVVRFLDUH D b = f (a ) ∈ B SL GL XQ YDORUH H TXLQGL QRQ VDUHEEH XQD DSSOLFD]LRQH 8QD DSSOLFD]LRQH f : A → B VL GLFH LQROWUH VXULHWWLYD VH ∀b ∈ B, ∃ a ∈ A | b = f (a ) ,Q DOWUL WHUPLQL XQD DSSOLFD]LLRQL f q VXULHWWLYD VH RJQL HOHPHQWR GHO FRGRPLQLR B WURYD XQ VXR FRUULVSRQGHQWH WUDPLWH

f QHOO GRPLQLR A RVVLD A WUDPLWH f ULFRSUH WXWWR B SHU TXHVWR VL XVD LO WHUPLQH VXULHWWLYR LQ TXDQWR qq FRPH VH A IRVVH ´VXµ B DWWUDYHUVR O·DSSOLFD]LR RQH

)LJXUD $SSOLFD]LRQH QRQ LQLHWWLYD 0RGL HTXLYDOHQWL SHU GHILQLUHH XQD IXQ]LRQH VXULHWWLYD VRQR L VHJXHQWL • f q VXULHWWLYD VH Im f ≡ B •

f q VXULWWLYD VH ∀b ∈ B∃ XQD ILEUD

YHUVD GL /D SURSULHWj GL VXULHWWLYLWj q QHFHVVDULD SHU O·HVLVWHQ]D GHOOD DSSOLFD]LRQH LQY

f LQIDWWL VH

f QRQ IRVVH VXULHWWLYD HVLVWWRQR HOHPHQWL GL b ∈ B FKH QRQ KDQQR FRUULVSRRQGHQWL WUDPLWH f GL HOHPHQWL a ∈ A RVVLD QRQ q S SRVVLELOH SRUUH b = f (a) SHU FXL GD b QRQ q SRVVVLELOH ULVDOLUH DG a

$SSOLFD]LRQL ELLHWWLLYH

f : A → B FKH VLD LQLHWWLYD H VXULHWWLYD q GHWWD ELLHWWLYDD ,Q TXHVWR FDVR SHU TXDQWR VRSUD HYLGHQ]LDWR OD IX XQ]LRQH ULVXOWD LQYHUWLELOH RVVLD HVLVWH XQD IXQ]LR RQH LQYHUVD GL f FKH −1 YLHQH LQGLFDWD FRQ LO VLPEROR f 7DOH IXQ]LRQH H GHILQLWD FRPH 8QD DSSOLFD]LRQH

f −11 : B → A WDOH FKH a = f (b) ⇔ b = f −1 (a )

)LJXUD $SSOLFD]LRQH ELLHWWLYD 1HOOD )LJXUD q VFKHPDWL]]]DWD XQD IXQ]LRQH ELLHWWLYD FRQ OD GRSSLD IUHFFLD −1

5LFRUGDQGR OD GHILQL]LRQH GL ILEUD SRVVLDPR GLUH DQFKH FKH OD a = f (b) LQGLYLGXD OD ILEUD GL b QHO FDVR LQ FXL HVVD VLD FRVWLWXLWD GD XQ VROR HOHPHQWR 'D TXHVWD RVVHUYD]LRQH VVHJXH FKH LQ JHQHUDOH 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQL H 6WUXWWXUH $OJHEULFKH

VL SXz DQFKH GHILQLUH OD ILEUD GL b FRQ LO VLPEROR f XQD IXQ]LRQH VROR VH

−1

(b) FRQ O·DYYHUWHQ]D FKH f −1 UDSSUHVHQWD

f q ELLHWWLYD LQIDWWL OD ILEUD f −1 (b) SXz DYHUH DVVRFLDWL SL GL XQ HOHPHQWR

GL A H TXLQGL LQ JHQHUDOH QRQ UDSSUHVHQWD XQD IXQ]LRQH DG HVFOXVLRQH GHO FDVR ELLHWWLYR /H DSSOLFD]LRQL ELLHWWLYH VRQR PROWR LPSRUWDQWL SHUFKp VWDELOLVFRQR XQD FRUULVSRQGHQ]D ELXQLYRFD WUD JOL HOHPHQWL GHO GRPLQLR H TXHOOL GHO FRGRPLQLR RVVLD DVVRFLDQR DG RJQL HOHPHQWR GL A XQR HG XQ VROR HOHPHQWR GL

B H YLFHYHUVD WUDPLWH OD f −1 DG RJQL HOHPHQWR GL B XQR HG XQ VROR

HOHPHQWR GL A $SSOLFKLDPR TXHVWL FRQFHWWL SHU GHILQLUH OD FDUGLQDOLWj GL XQ LQVLHPH • ,QVLHPL ILQLWL VLD A XQ LQVLHPH JHQHULFR HG Ν O·LQVLHPH GHL QXPHUL QDWXUDOL VL GHILQLVFD XQD DSSOLFD]LRQH f ELLHWWLYD FKH DVVRFL DG SHU RJQL HOHPHQWR a ∈ A XQR HG XQ VROR QXPHUR QDWXUDOH VHFRQGR XQ RUGLQH VWDELOLWR YLFHYHUVD DG RJQL QXPHUR QDWXUDOH q DVVRFLDWR XQ VROR QXPHUR QDWXUDOH DG HVHPSLR A SRWUHEEH HVVHUH O·LQVLHPH GHJOL DXWRYHLFROL HG f OD UHJROD FKH DVVRFLD DG HVVH XQ QXPHUR GL WDUJD QHOO·LSRWHVL FKH WDOH QXPHUR VLD XQ QXPHUR QDWXUDOH H FKH QRQ HVLVWDQR DXWRYHLFROL FRQ OD VWHVVD WDUJD 6H HVLVWH XQ YDORUH PDVVLPR n ∈ Ν WDOH FKH FRQ OD VHTXHQ]D GL QXPHUL QDWXUDOL {1,2,3,...n} VL LGHQWLILFDQR WUDPLWH OD f WXWWL JOL HOHPHQWL GL A A YLHQH GHWWR LQVLHPH ILQLWR GL FDUGLQDOLWj SDUL DG n Ë LPSRUWDQWH RVVHUYDUH FKH LQ TXHVWD SURFHGXUD JLRFD XQ UXROR IRQGDPHQWDOH O·DSSOLFD]LRQH RELHWWLYD f WUDPLWH OD TXDOH VWDELOH XQD FRUULVSRQGHQ]D •

ELXQLYRFD WUD L SULPL n QXPHUL QDWXUDOL H JOL HOHPHQWL GL A ,QVLHPL LQILQLWL QXPHUDELOL SHU GHILQLUH OD FDUGLQDOLWj GL XQ LQVLHPH FRQ XQ QXPHUR LQILQLWR GL HOHPHQWL VL SXz XWLOL]]DUH OR VWHVVR VFKHPD FRQFHWWXDOH GHO SXQWR SUHFHGHQWH RVVLD VWDELOLUH XQD FRUULVSRQGHQ]D ELXQLYRFD FRQ XQ LQVLHPH QXPHULFR LQILQLWR GLUHPR TXLQGL FKH A q XQ LQVLHPH LQILQLWR QXPHUDELOH VH GHWWR Ν O·LQVLHPH GHL QXPHUL QDWXUDOL

QRQ HVLVWH XQ QXPHUR QDWXUDOH PDVVLPR ILQLWR m ∈ Ν WDOH FKH VLD SRVVLELOH VWDELOLUH XQD FRUULVSRQGHQ]D ELXQLYRFD WUD OD VHTXHQ]D ILQLWD {1,2,3,...m} H WXWWL JOL HOHPHQWL GL A q SRVVLELOH VWDELOLUH XQD FRUULVSRQGHQ]D ELXQLYRFD WUD WXWWL JOL HOHPHQWL GL WXWWL JOL HOHPHQWL GL Ν TXLQGL FRQ OD VHTXHQ]D LQILQLWD {1,2,3,...m,....}

A H

6L RVVHUYL FKH DQFKH VX Ν SRVVLDPR VWDELOLUH XQD FRUULVSRQGHQ]D ELXQLYRFD EDQDOH FKH DVVRFLD DG RJQL VXR HOHPHQWR O·HOHPHQWR VWHVVR H YLFHYHUVD RVVLD OD FRUULVSRQGHQ]D 1 → 1, 2 → 2,...., n → n WDOH DSSOLFD]LRQH ELLHWWLYD YLHQH GHWWD LGHQWLWj HG LQGLFDWD FRQ LO

VLPEROR i $QFKH Ν GXQTXH FRPH q QDWXUDOH q LQILQLWR QXPHUDELOH H OD VXD FDUGLQDOLWj YLHQH LQGLFDWD FRQ LO VLPEROR ℵ0 DOHI FRQ ]HUR *HQHUDOL]]DQGR LO FDVR GHJOL LQVLHPL ILQLWL LQ FXL OD FDUGLQDOLWj UDSSUHVHQWD LO QXPHUR ILQLWR QDWXUDOH n GHJOL HOHPHQWL GLUHPR FKH XQ LQVLHPH LQILQLWR QXPHUDELOH KD XQD FDUGLQDOLWj SDUL DO QXPHUR WUDQVILQLWR ℵ0 RVVLD DO ´QXPHUR LQILQLWR ´GL HOHPHQWL GHOO·LQVLHPH Ν Ë LQILQH LQWHUHVVDQWH HYLGHQ]LDUH FKH O·LQVLHPH Q GHL QXPHUL UD]LRQDOL q XQ LQVLHPH QXPHUDELOH RVVLD RJQL QXPHUR UD]LRQDOH GHILQLWR FRPH FRSSLD GL GXH QXPHUL UHDOL SXz HVVHUH PHVVR LQ FRUULVSRQGHQ]D ELXQLYRFD FRQ XQ VROR QXPHUR QDWXUDOH ,QVLHPL LQILQLWL FRQWLQXL VLD A XQ LQVLHPH JHQHULFR HG R O·LQVLHPH GHL QXPHUL UHDOL A q XQ LQVLHPH LQILQLWR FRQ OD FDUGLQDOLWj GHO FRQWLQXR VH RJQL VXR HOHPHQWR SXz HVVHUH PHVVR LQ FRUULVSRQGHQ]D ELXQLYRFD FRQ XQ HOHPHQWR GL R /D FDUGLQDOLWj GL R q LQGLFDWD FRQ LO VLPEROR F DQFK·HVVR UDSSUHVHQWDQWH XQ QXPHUR WUDQVILQLWR 6L RVVHUYL LQILQH FKH XQ TXDOVLDVL LQWHUYDOOR QXPHULFR OLPLWDWR (a, b) FRQ (a, b) ∈ R × R KD OD VWHVVD FDUGLQDOLWj GL XQ TXDOVLDVL DOWUR LQWHUYDOOR

(c, d ) FRQ (c, d ) ∈ R × R DG HVHPSLR (0,1) KD OR VWHVVR 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQLL H 6WUXWWXUH $OJHEULFKH QXPHUR GL HOHPHQ QWL GL

(0,2) 4XHVWR IDWWR SXz ULVXOWDDUH VWUDQR SRLFKp (0,2) = (0,1) ∪ (1,2) H TXLQGL FRQWLHQH (0,1) PD q VHPSOLFH FRQQYLQFHUFL GHOOD FRVD

DVVRFLDQGR D L GXH LQWWHUYDOOL L ORUR VHJPHQWL H SURLHWWDQGR L SXQWL GL X XQ VHJPHQWR VXOO·DOWUR 4XHVWD SURSULHWj q FDDUDWWHULVWLFD GHJOL LQVLHPL LQILQLWL q YLHQH SUHVD P PROWH YROWH FRPH EDVH GHOOD ORUR GHILQL]LRQH

)LJXUD 3URLH]LRQH WUD GXH VHJPHQWL

$SSOLFD]LRQL FRPSR RVWH

6LDQR A B C WUH LQVLHPL HG G • f : A → B •

f H g GXH DSSOLFD]LRQL WDOL FKH

g : B → C

)LJXUD $SSOLFD]LRQH FRPSRVWD D FRPSRVWD GL 8QD DSSOLFD]LRQH h VL GLFH DSSOLFD]LRQH

f H g VH GHWWL a ∈ A, b ∈ B, c ∈ C VL KD

h: A→C GRYH c = (h(a ) c = g (b) H b = f (a) RVVLD

c = h( a ) c = g [ f ( a ) ]

6LQWHWLFDPHQWH XQD IXQ]LRQH FFRPSRVWD VL LQGLFD DQFKH FRQ OD VHJXHQWH VLPEROR RJLD > @ h ≡ f $ g 5LFRUGDQGR LO VLJQLILFDWR GL IX XQ]LRQH LQYHUVD VL HYLGHQ]LD FKH VXVVLVWH OD VHJXHQ QWH UHOD]LRQH > @ f [ f

−1

(a )] = a

f : A → C XQD IXQ]LRQH ELLHWWLYD VHJXH a = f (b) H b = f −1 (a ) PRGR DQDORJR VL GLPRVWUD FKH a = f (b) = f [ f −1 (a )] ,Q P

,QIDWWL GHWWD

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQL H 6WUXWWXUH $OJHEULFKH > @ f

−1

[ f (b)] = b

Ë VHPSOLFH GLPRVWUDUH FKH • OD FRPSRVL]LRQH GL GXH IXQ]LRQL LQHWWLYH q XQD IXQ]LRQH LQLHWWLYD • OD FRPSRVL]LRQH GL GXH IXQ]LRQL VXULWWLYH q XQD IXQ]LRQH VXULHWWLYD • OD FRPSRVL]LRQH GL GXH IXQ]LRQL ELLHWWLYH q XQD IXQ]LRQH ELLHWWLYD

6LD

2VVHUYD]LRQL

f : A → B LO GRPLQLR A HVVHQGR XQ LQVLHPH SXz DQFKH HVVHUH FRVWLWXLWR GDO SURGRWWR

FDUWHVLDQR GL

n LQVLHPL Ai RVVLD A = A1 × A2 × ...... × An QHO TXDO FDVR XQ JHQHULFR HOHPHQWR

a ∈ A q GDWR GDOOD n − pla (a1 , a2 ,...., an ) FRQ ai ∈ Ai SHU i = 1..n ,Q WDO FDVR O·DSSOLFD]LRQH f

n − pla (a1 , a2 ,...., an ) XQ b = f (a ) b = f (a1 , a2 ,...., an )

DVVRFLD

DOOD

VROR

YDORUH

GHOO·LQVLHPH

Ë TXHVWR DQFKH LO FDVR GL XQD IXQ]LRQH GL GXH YDULDELOL UHDOL D YDORUL UHDOL

B

f : R × R → R FRQ

z = f ( x, y ) FRPH DG HVHPSLR z = log( x + y) 1HO FDVR SDUWLFRODUH f : A1 × A2 → B RWUH DOOD QRWD]LRQH b = f ( a1 , a 2 ) VL XWLOL]]D DQFKH OD

FRVLGGHWWD QRWD]LRQH ELQDULD LQGLFDQGR FRQ XQ JHQHULFR VLPEROR DG HVHPSLR $ O·RSHUD]LRQH FKH VL YXROH GHILQLUH VL SRQH b = f ( a1 , a2 ) ≡ a1 $ a2 $G HVHPSLR • RSHUD]LRQH GL VRPPD f : R × R → R 3 = f (1,2) ≡ 1 + 2 •

RSHUD]LRQH GL SURGRWWR

f : R × R → R 2 = f (1,2) ≡ 1× 2 = 2

6WUXWWXUH $OJHEULFKH

6XSSRQLDPR FKH ILVVDWR XQ LQVLHPH A YHQJD GHILQLWD XQD OHJJH GL FRPSRVL]LRQH σ RVVLD XQD UHOD]LRQH WUD L VXRL HOHPHQWL FKH DG RJQL FRSSLD GL HOHPHQWL GL A DVVRFL XQ VROR HOHPHQWR DQFRUD GL A q LPSRUWDQWH FKH VLD XQ VROR HOHPHQWR VL GLFH DOORUD FKH q VWDWD GHILQLWD XQD VWUXWWXUD DOJHEULFD QHOO·LQVLHPH A H OD OHJJH σ YLHQH GHWWD OHJJH GL FRPSRVL]LRQH LQWHUQD LQWHUQD SHUFKp D SDUWLUH GDJOL HOHPHQWL GHOO·LQVLHPH IRUQLVFH VHPSUH XQ HOHPHQWR DSSDUWHQHQWH H TXLQGL ´LQWHUQRµ DOO·LQVLHPH VWHVVR /D FRSSLD ( A, σ ) YLHQH GHWWD DOJHEUD RVVLD O·LQVLHPH GHJOL HOHPHQWL H OD OHJJH GL FRPSRVL]LRQH VL GLFH FKH GHILQLVFH XQ·DOJHEUD 8Q HVHPSLR GL VWUXWWXUD DOJHEULFD q TXDQWR q VWDWR VYLOXSSDWR QHO FDSLWROR D SURSRVLWR GHL QXPHUL FRPSOHVVL LQIDWWL GHWWR C O·LQVLHPH GHL QXPHUL FRPSOHVVL LQ HVVR VRQR VWDWH GHILQLWH OH RSHUD]LRQL RVVLD OH OHJJL GL FRPSRVL]LRQH LQWHUQD GL VRPPD H SURGRWWR 9HGLDPR RUD DOWUL HVHPSL VXOO·LQVLHPH R GHL QXPHUL UHDOL LQ FXL a, b, c LQGLFDQR JHQHULFL QXPHUL UHDOL RVVLD HOHPHQWL GL R • $OJHEUD GHILQLWD GDOOD FRSSLD ( R,+) VL WUDWWD GHOO·XVXDOH DGGL]LRQH WUD QXPHUL UHDOL O·RSHUD]LRQH LQWHUQD σ q LQGLFDWD LQ TXHVWR FDVR FRQ LO VLPEROR + RVVLD σ (a, b) ≡ a + b H SUHVHQWD DOFXQH LPSRUWDQWL SURSULHWj 3 &KLXVXUD a + b ∈ R 3 3URSULHWj DVVRFLDWLYD (a + b) + c = a + (b + c) 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQL H 6WUXWWXUH $OJHEULFKH

3 3URSULHWj FRPPXWDWLYD a + b = b + a 3 (VLVWHQ]D GHOO·HOHPHQWR QHXWUR GHWWR ]HUR a + 0 = 0 + a = a 3 (VLVWHQ]D GHOO·HOHPHQWR LQYHUVR − a SHU RJQL HOHPHQWR GL a ∈ R a + ( − a ) = (− a ) + a = 0 $OJHEUD GHILQLWD GDOOD FRSSLD ( R,×) VL WUDWWD GHOO·XVXDOH PROWLSOLFD]LRQH WUD QXPHUL UHDOL O·RSHUD]LRQH LQWHUQD σ q LQGLFDWD LQ TXHVWR FDVR FRQ LO VLPEROR × RVVLD σ (a, b) ≡ a × b H SUHVHQWD DOFXQH LPSRUWDQWL SURSULHWj 3 3URSULHWj GL FKLXVXUD a × b ∈ R 3 3URSULHWj DVVRFLDWLYD (a × b) × c =

a × (b × c) 3 3URSULHWj FRPPXWDWLYD a × b = b × a

3 (VLVWHQ]D GHOO·HOHPHQWR QHXWUR GHWWR XQLWj

a × 1 = 1 × a = a −1 3 (VLVWHQ]D GHOO·HOHPHQWR LQYHUVR a SHU RJQL HOHPHQWR GL a ∈ R HVFOXVR OR ]HUR RVVLD O·HOHPHQWR QHXWUR GHOO·DGGL]LRQH −1

−1

a × a = a × a = 1 6L QRWL LQROWUH FKH OR VWHVVR LQVLHPH R SXz DYHUH SL GL XQD VWUXWWXUD DOJHEULFD QHOO·HVHPSLR DEELDPR HYLGHQ]LDWR OD VWUXWWXUD GHILQLWD GDOO·DGGL]LRQH H TXHOOD GHILQLWD GDO SURGRWWR H VL RVVHUYL FKH OH GXH DOJHEUH SUHVHQWDQR GHL OHJDPL ,QIDWWL • YDOH OD SURSULHWj GLVWULEXWLYD GHO SURGRWWR ULVSHWWR DOO·DGGL]LRQH GD FXL VHJXH a × (b + c) = a × b + a × c •

YDOH OD OHJJH GHOO·DQQXOODPHQWR GHO SURGRWWR LQIDWWL OR ]HUR HOHPHQWR QHXWUR SHU O·DGGL]LRQH KD XQ FRPSRUWDPHQWR VSHFLDOH SHU TXDQWR ULJXDUGD LO SURGRWWR LQ TXDQWR a × 0 = 0 × a = 0 ∀a ∈ R

*OL HVHPSL SUHFHGHQWL HYLGHQ]LDQR LQ VRVWDQ]D FKH QHOO·DOJHEUD FODVVLFD RVVLD QHOOH VWUXWWXUH DOJHEULFKH ULIHULWH DOO·LQVLHPH GHL QXPHUL UHDOL H FRPSOHVVL FRQ OH RSHUD]LRQL GL VRPPD H SURGRWWR VL SUHVHQWDQR VHPSUH DOFXQH SURSULHWj SURSULHWj FRPPXWDWLYD DVVRFLDWLYD H GLVWULEXWLYD H VL YHULILFD O·HVLVWHQ]D GL DOFXQL HOHPHQWL VSHFLDOL HOHPHQWL QHXWUL HG LQYHUVL H VRQR TXHVWH FDUDWWHULVWLFKH FKH UHQGRQR YDOLGH OH XVXDOL UHJROH GHO FDOFROR DOJHEULFR 7XWWR FLz VXJJHULVFH TXLQGL GL JHQHUDOL]]DUH TXHVWL DVSHWWL H GHILQLUH GHOOH VWUXWWXUH DOJHEULFKH DVWUDWWH EDVDWH VX LQVLHPL DVWUDWWL H VXO OHJJL GL FRPSRVL]LRQH FKH YHULILFDQR OH VXGGHWWH SURSULHWj LO FDVR QXPHULFR VDUj GXQTXH XQ FDVR SDUWLFRODUH GL WDOL VWUXWWXUH DOJHEULFKH 4XHVWD LPSRVWD]LRQH q UDIIRU]DWD • GD XQ ODWR GDOO·HVLVWHQ]D GL OHJJL GL FRPSRVL]LRQH FKH QRQ KDQQR QXOOD D FKH YHGHUH FRQ O·DGGL]LRQH HG LO SURGRWWR WUD QXPHUL PD FKH ULVSHWWDQR OH SURSULHWj VRSUD HOHQFDWH • GDOO·DOWUR GDO IDWWR FKH WXWWH L WHRUHPL GLPRVWUDWL XWLOL]]DQGR XQD VWUXWWXUD DOJHEULFD DVWUDWWD YDOJRQR SHU TXDOXQTXH WLSR GL LQVLHPH H VWUXWWXUD DOJHEULFD FKH QH UDSSUHVHQWD XQD LVWDQ]D SDUWLFRODUH DG HVHPSLR TXHOOD VXOO·LQVLHPH GHL QXPHUL UHDOL H YLFHYHUVD WXWWL L WHRUHPL GLPRVWUDWL SHU XQD VWUXWWXUD DOJHEULFD SDUWLFRODUH YDOJRQR DQFKH SHU LO PRGHOOR DVWUDWWR FKH XWLOL]]D OH SURSULHWj LPSLHJDWH QHOOD GLPRVWUD]LRQH GHL WHRUHPL VWHVVL 3HU IDUH XQ FDVR FRQFUHWR FRQVLGHULDPR OH URWD]LRQL GL XQ TXDGUDWR DWWRUQR DO SXQWR GL LQWHUVH]LRQH GHOOH GLDJRQDOL k

,QGLFKLDPR FRQ R OD URWD]LRQH DQWLRUDULD GL k

π

2

VL KD

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQLL H 6WUXWWXUH $OJHEULFKH

•

R 0 URWD]LRQH DQWLRUDDULD GL XQ DQJROR SDUL D ]HUR RVVLD QHVVXQD URWD]LLRQH

•

R1 URWD]LRQH DQWLRUDDULD GL

•

R 2 URWD]LRQH DQWLRUUDULD GL 2 = π

•

R 3 DQWLRUDULD GL 3

Ï€ 2

Ï€

2

Ï€

2

)LJXUD 5RWD]LRQH DQWLRUDULD 2VVHUYLDPR FKH •

R 4 LQGLFD OD URWD]LRQH DQWLRUDULD GL 4

Ï€ 2

= 2Ï€ H TXLQGL LQGLFD XQD URWDD]LRQH GL 2Ï€ UDGLDQWL

0

0

Q R H O·LQGLFH ]HUR R VL SXz RWWHQHUH FRPH UHVWWR GHOOD GLYLVLRQH SHU SHUWDQWR FRLQFLGH FRQ 4

TXDWWUR GHOO·LQGLFH TX XDWWUR GL R •

R 5 LQGLFD OD URWD]LRQH DQWLRUDULD GL 5

Ï€ 2

=4

Ï€ 2

+

Ï€ 2

= 2Ï€ +

Ï€ 2

H TXLQGL R

5

≡ R1 LQROWUH H

1

O·LQGLFH XQR GL R SXz RWWHQHUH FRPH UHVWR GHOOD GLYLVLRQH SHU TXDWWUR R GHOO·LQGLFH GL FLQTXH 5

GL R

m

,Q JHQHUDOH TXLQGL R FRQ m > 3 FRLQFLGH FRQ VLPEROL VL SRQH k = m mod(4) 3HU TXDQWR ULJXDUGD OH URWD]LR RQL LQ VHQVR RUDULR R

R k GRYH k q LO UHVWR GHOODD GLYLVLRQH m ÷ 4 LQ −k

LQGLFD XQD URWD]LRQH RUDUULD GL k

FRQWDWR QHJDWLYDPHQWH LQ VHQVVR RUDULR $OORUD YDOH VL FRQIURQWL OD )LJ JXUD •

R −1 URWD]LRQH RUDULDD GL − R −1 ≡ R 3

•

2

FRLQFLGH FRQ XQD URWD]LRQH DQWLRUDUULD GL

2

3

Ï€ 2

O·DQJROR q

SHUWDQWR

Ï€

R −2 URWD]LRQH RUDULLD GL − 2 = −π FRLQFLGH FRQ XQD URWD]LRQH DQWLRUDULD GL π SHUWDQWR 2

R •

Ï€

Ï€

−2

2

≡R

R −3 DQWLRUDULD GL − 3

Ï€ 2

FRLQFLGH FRQ XQD URWD]LRQH DQWLRUDULD GL

3DJ

Ï€ 2

SHUWDQWR R

−3

≡ R1


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQLL H 6WUXWWXUH $OJHEULFKH

)LJXUD 5RWD]LRQH RUDULD ,Q JHQHUDOH TXLQGL R

−m

FRQ m > 3 FRLQFLGH FRQ R

−k

GRYH k q LO UHVWR GHOODD GLYLVLRQH m ÷ 4 LQ

VLPEROL VL SRQH k = m mod(4) 3RVVLDPR TXLQGL FRQFOXGHUHH FKH O·LQVLHPH GHOOH URWD]LRQL GL XQ TXDGUDWR DWWRUQR DO SXQWR LQWHUVH]LRQH GHOOD GLDJRQDOH VVRQR GDWH GD Θ =

{R , R , R , R } 0

1

2

3

&RVWUXLDPR RUD XQD VWUXWWXUDD DOJHEULFD QHOO·LQVLHPH Θ GHILQHQGR LO SURGRWWWR WUD URWD]LRQL FRPH VHJXH

R k $ R h = R k +h RVVLD WDOH RSHUD]LRQH LQGLFD XQD URWD]LRQH DQWLRUDULD GL G XQ DQJROR SDUL D π (k + h) 2

6L RVVHUYL FKH

R −1 $ R1 = R 3 $ R1 = R 4 = R 0 DOOR VWHVVR ULVXOWDWR VL DUULYD DSSOLFDDQGR OD GHILQL]LRQH GL −1 1 1−1 SURGRWWR R $ R = R = R0 • R −2 $ R 2 = R 2 $ R 2 = R 4 = R 0 RSSXUH R −2 $ R 2 = R 2−2 = R 0 • R −3 $ R 3 = R1 $ R 3 = R 4 = R 0 RSSXUH R −3 $ R 3 = R 3−3 = R 0 −k k 0 $OORUD LQ JHQHUDOH VL SXz SRUUUH R $ R = R •

9HGLDPR TXDOL SURSULHWj YHULIILFD TXHVWD QXRYD RSHUD]LRQH GL SURGRWWR k

h

3 &KLXVXUD LQIDWWL R $ R = R 3 $VVRFLDWLYD LQIDWWWL

k +h

∈ Θ

R q $ ( R k $ R h ) = R q $ R k + h = R q + k + h = R ( q + k )+ h = = R q+k $ R h = ( R q $ R k ) $ R h

k

k +h

h

R h + k = R h $ R k

3 &RPPXWDWLYD LQIIDWWL R $ R = R = 3 (VLVWHQ]D GHOO·HOHP PHQWR QHXWUR LQIDWWL 0

k

R $ R = 3 (VLVWHQ]D GHOO·HOHP PHQWR LQYHUVR LQIDWWL R

k

R k $ R 0 = R k +0 = R k

$ R − k = R − k $ R k = R k − k = R 0

$EELDPR GXQTXH GLPRVWUDWR FKH ( R,+) H (Θ,$) YHULILFDQR OH PHGHVLPH SURS SULHWj RVVLD KDQQR OD VWHVVD VWUXWWXUD DOJHEULFD $OORUD $ RJQL WHRUHPD GLPRVWUDWR SHU

( R,+) FKKH XWLOL]]D OH FLQTXH

SURSULHWj 3 «3 YDOH DQFKHH SHU (Θ,$) H YLFHYHUVD 5LWRUQDQGR DJOL DVSHWWL JHQHUDOL J OR VWXGLR GHOO·DOJHEUD FODVVLFD HY YLGHQ]LD O·HVLVWHQ]D IRQGDPHQWDOPHQWH GL WUH VWUX XWWXUH DOJHEULFKH LPSRUWDQWL GHQRPLQDWH JUXSSL DQHOOL H FDPSL H VSD]L YHWWRULDOL

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQLL H 6WUXWWXUH $OJHEULFKH

2PRPRUILVPL HG ,VVRPRUILVPL

3ULPD GL LQWURGXUUH LQ PDQLHUUD JHQHUDOH L FRQFHWWL GL RPRPRUILVPR HG LVRPRUIILVPR FRQVLGHULDPR LO VHJXHQWH HVHPSLR VLDQR ( Rˆ ,â‹…) H ( Rˆ ,+ ) GXH VWUXWWXUH DOJHEULFKH GHILQLWH HQWUDDPEH VXOO·LQVLHPH GHL QXPHUL UHDOL LQ FXL q VWDWR WROOWR OR ]HUR FRQ O·RSHUD]LRQH ULVSHWWLYDPHQWH GL S SURGRWWR H VRPPD WUD QXPHUL 6LD LQROWUH GHILQLWD GD Rˆ D Rˆ O·DSSOLFD]LRQH

log : Rˆ → Rˆ RVVLD O·XVXDOH IXQ]LRQH ORJDULWPR QDWXUDOH FKH ULVXOWD HVVHUH XQD DSSOLFD]LRQHH LQLHWWLYD H VXULHWWLYD RVVLD ELLHWWLYD VX Rˆ SHU RWWHHQHUH WDOH SURSULHWj q VWDWR FRQVLGHUDWR Rˆ H QRQ R 'DOOH QRWH SURSULHWj GHO ORJDUULWPR GHWWL a H b GXH JHQHULFL QXPHUL UHDOL YDOH log(a â‹… b) = log(a) + log(b) 'DOOD SUHFHGHQWH HVSUHVVLRQH VL SRVVRQR GHGXUUH GXH DVSHWWL LPSRUWDQWL PLWH O·RSHUD]LRQH (â‹…) LQ LO WUDVIRUPDWR VHFRQGR OD IXQ]LRQH ORJDULWPR GHO FRPSRVWR a â‹… b WUDP

( Rˆ ,â‹…) FRLQFLGH FRQ ODD FRPSRVL]LRQH VHFRQGR O·RSHUD]LRQH (+ ) LQ (Rˆ ,+ , ) GHL WUDVIRUPDWL GL a H b VHFRQGR OD IXQQ]LRQH ORJDULWPR VL FRQIURQWL OD )LJXUD VHJX XHQWH

)LJXUD (VHPSLR GL LVRPRUILVPR

E WUD WXWWL JOL SHU OD ELLH]LRQH GHOODD IXQ]LRQH ORJDULWPR VL KD XQD FRUULVSRQGHQ]D ELXQLYRFD HOHPHQWL GHO GRPLQLR R H WXWWL TXHOOL GHO FRQGRPLQLR RVVLD HVLVWH OD IXQ]]LRQH LQYHUVD OD QRWD ILQ]LRQH HVSRQHQ]LDOOH SHUWDQWR LQ PRGR ELXQLYRFR VL SXz SDVVDDUH GD XQ TXDOVLDVL HOHPHQWR GHO GRPLQLR R DO FRUULVSRQGHQGH GHO FRQGRPLQLR H YLFHYHUVD

/H RVVHUYD]LRQL SUHFHGHQWL LQ VRVWDQ]D HYLGHQ]LDQR FKH OH GXH VWUXWWXUH ( Rˆ ,â‹…) H ( Rˆ ,+ ) FRLQFLGRQR SRLFKp OD IXQ]LRQH ORJDULWPR R QRQ VROR QH PHWWH LQ FRUULVSRQGHQ]D ELXQLYR RFD JOL HOHPHQWL PD PDQWLHQH DQFKH OD VWUXWWXUD G GHOOH RSHUD]LRQL GL VRPPD H SURGRWWR H TXLQGL IDUUH LO SURGRWWR LQ ( Rˆ ,â‹…) q OD VWHVVD FRVD FKH IDUH OD VRP PPD LQ ( Rˆ ,+ ) JUD]LH DOO·LGHQWLILFD]LRQH HIIHWWXDWWD WUDPLWH OD IXQ]LRQH ORJDULWPR OD TXDOH QRQ ID DOWUR D FKH HVHJXLUH XQD VHPSOLFH ´WUDGX]LRQHµ GDJOL G HOHPHQWL GL XQ LQVLHPH DG XQ DOWUR 3HU TXHVVWR PRWLYR GXQTXH SULPD GHOO·DDYHQWR GHL FDOFROODWRUL VL XWLOL]]DYDQR VSHVVR L ORJDULWPL SHU HVHJXLUUH FDOFROL LQ TXDQWR WUDPLWH HVVL VL WUDVIRUPDQR SUURGRWWL LQ VRPPH H OD ´WUDGX]LRQHµ DYYHQLYD DWWUDYHUVR O·XVR GHOOH WDYROH ORJDULWPLFKH

, ) H ( Rˆ ,+) HVLVWH XQ ,O FRQFHWWR GL LGHQWLILFD]LRQH VRSUD HVSUHVVR VL VLQWHWL]]D GLFHQGR FKH WUD (Rˆ ,â‹… LVRPRUILVPR UDSSUHVHQWDWR GDDOO·DSSOLFD]LRQH ORJDULWPR ,Q EDVH D TXDQWR HYLGHQ]LDWR VVRSUD ILVVDWR 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² ,QVLHPL $SSOLFD]LRQL 5HOD]LRQL H 6WUXWWXUH $OJHEULFKH

A H O·RSHUD]LRQH (# ) H TXLQGL OD VWUXWWXUD DOJHEULFD (A, # )

•

O·LQVLHPH

•

O·LQVLHPH B LQ FXL q GHILQLWD O·RSHUD]LRQH ($) H TXLQGL OD VWUXWWXUD DOJHEULFD ( A,$)

• XQD DSSOLFD]LRQH Φ : A → B VL GLFH FKH O·DSSOLFD]LRQH Φ : A → B q XQ RPRPRUILVPR VH ∀a ∈ A H ∀b ∈ A YDOH > @ Φ (a # b) = Φ (a) $ Φ (b) 4XLQGL O·DSSOLFD]LRQH Φ : A → B PDQWLHQH LQYDULDWH OH GXH VWUXWWXUH DOJHEULFKH HVHJXH VROR OD WUDGX]LRQH H FRJOLH O·DVSHWWR HYLGHQ]LDWR QHOOD RVVHUYD]LRQH GHO SXQWR SUHFHGHQWH QRQ q ULFKLHVWD OD ELLHWWLYLWj 8QD DSSOLFD]LRQH Φ : A → B q XQ LVRPRUILVPR WUD A H B VH q • ELLHWWLYD • XQ RPRPRUILVPR RVVLD Φ (a # b) = Φ (a) $ Φ (b) 1HO FDVR LQ FXL A ≡ B XQ RPRPRUILVPR YLHQH GHWWR HQGRPRUILVPR PHQWUH XQ LVRPRUILVPR YLHQH GHWWR DXWRPRUILVPR

6LJQLILFDWR GL LVRPRUILVPR

&RPH HYLGHQ]LDWR QHOO·HVHPSLR GHO ORJDULWPR TXDQGR WUD GXH VWUXWWXUH HVLVWH XQ LVRPRUILVPR VLJQLILFD FKH WDOL VWUXWWXUH VRQR FRPSOHWDPHQWH LGHQWLILFDELOL RVVLD VRQR OD VWHVVD VWUXWWXUD LQ FXL JOL HOHPHQWL YHQJRQR LGHQWLILFD FRQ XQ QRPH GLYHUVR ,QIDWWL VH HVLVWH XQ LVRPRUILVPR • VL VWDELOLVFH XQD FRUULVSRQGHQ]D ELXQLYRFD WUD OH GXH VWUXWWXUH SHU FXL RJQL HOHPHQWR (a) GHOO·XQD FRUULVSRQGH DG XQ VROR HOHPHQWR

Φ( a) GHOO·DOWUD H YLFHYHUVD LQ TXHVWR VHQVR

DEELDPR FDPELDWR LO QRPH GL (a) LQ Φ ( a)

•

SHU RPRPRUILVPR YDOJRQR OH VWHVVH RSHUD]LRQL QHOOH GXH VWUXWWXUH DOJHEULFKH

BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR

&$3,72/2 6WUXWWXUD $OJHEULFD GL *UXSSR

*UXSSL

)LVVDWR XQ LQVLHPH G HG XQD OHJJH GL FRPSRVL]LRQH LQWHUQD σ : G × G → G LQGLFDWD DQFKH FRQ LO VLPEROR $ FRPH QRWD]LRQH ELQDULD FKH DG RJQL FRSSLD (a, b) GL HOHPHQWL GL G DVVRFLD XQ

VROR HOHPHQWR GL c = σ (a, b) ≡ a $ b ∈ G GLUHPR FKH VX

A q GHILQLWD XQD VWUXWWXUD GL JUXSSR FKH YHUUj LQGLFD FRQ LO VLPEROR (G, σ ) RSSXUH FRQ LO VLPEROR (G ,$) VH OD OHJJH σ YHULILFD L VHJXHQWL DVVLRPL HVSUHVVL FRQ σ LQ QRWD]LRQH ELQDULD $ &KLXVXUD a $ b ∈ G ∀(a, b) ∈ G $ $VVRFLDWLYD a $ (b $ c)

= (a $ b) $ c ∀(a, b, c) ∈ G $ (VLVWHQ]D GHOO·HOHPHQWR QHXWUR ∃e ∈ A WDOH FKH SHU RJQL a ∈G a$e = e$a = a

$ (VLVWHQ]D GHOO·HOHPHQWR LQYHUVR SHU RJQL a ∈ A ∃b ∈ A WDOH FKH a $ b = b $ a = e /·HOHPHQWR LQYHUVR GL a ∈ G YLHQH LQ JHQHUH LQGLFDWR FRQ LO VLPEROR •

a −1 VH OD OHJJH σ LQ QRWD]LRQH ELQDULD q LQGLFDWD FRQ LO VLPEROR $ QRWD]LRQH

PROWLSOLFDWLYD • − a VH OD OHJJH σ LQ QRWD]LRQH ELQDULD q LQGLFDWD FRQ LO VLPEROR + QRWD]LRQH DGGLWLYD /·HOHPHQWR QHXWUR e ∈ G YLHQH LQGLFDWR LQ JHQHUH FRQ LO VLPEROR • 1 VH OD OHJJH σ LQ QRWD]LRQH ELQDULD q LQGLFDWD FRQ LO VLPEROR $

0 VH OD OHJJH σ LQ QRWD]LRQH ELQDULD q LQGLFDWD FRQ LO VLPEROR + • 0ROWR VSHVVR QHOOD QRWD]LRQH PROWLSOLFDWLYD YLHQH RPHVVR LO VLPEROR RSHUDWRULDOH

($) HG DOFXQH YROWH O·HOHPHQWR QHXWUR YLHQH LQGLFDWR FRQ eG SHU VSHFLILFDUH FKH q ULIHULWR DO JUXSSR G

8Q JUXSSR VL GLFH (G ,$) QHO VHJXLWR SHU LQGLFDUH XQ JUXSSR VL RPHWWHUj O·LQGLFD]LRQH OHJJH GL JUXSSR • DEHOLDQR VH a $ b = b $ a RVVLD YDOH OD SURSULHWj FRPPXWDWLYD 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR ILQLWR VH O·LQVLHPH G q ILQLWR LQ TXHVWR FDVR LO QXPHUR GL HOHPHQWL GHOO·LQVLHPH VL GLFH RUGLQH GHO JUXSSR H VL LQGLFD FRQ 2UG G 6L RVVHUYL LQILQH FKH • VH VL XWLOL]]D OD QRWD]LRQH PROWLSOLFDWLYD O·RSHUD]LRQH GL JUXSSR σ YLHQH GHWWD PROWLSOLFD]LRQH HG LO SURGRWWR GL XQR VWHVVR WHUPLQH g SHU VH VWHVVR n YROWH YLHQH LQGLFDWR •

n

FRPH g

VH LQYHFH VL XWLOL]]D OD QRWD]LRQH DGGLWLYD O·RSHUD]LRQH GL JUXSSR σ YLHQH GHWWD DGGL]LRQH H OD VRPPD GL XQR VWHVVR WHUPLQH g FRQ VH VWHVVR n YROWH YLHQH LQGLFDWD FRPH ng

'LPRVWULDPR RUD FKH GDJOL DVVLRPL GHOOD VWUXWWXUD GL JUXSSR VHJXRQR OH SURSULHWj VRSUD HYLGHQ]LDWH QHL FDVL SDUWLFRODUL

8QLFLWj GHOO· HOHPHQWR QHXWUR

6LD (G ,$) XQ JUXSSR H VXSSRQLDPR SHU DVVXUGR FKH HVLVWDQR GXH HOHPHQWL QHXWUL e1 HG e2 VLD KD • VH e1 DJLVFH FRPH HOHPHQWR QHXWUR VX e2 VHJXH e1 $ e2 = e2 •

VH e2 DJLVFH FRPH HOHPHQWR QHXWUR VX e1 VHJXH e1 $ e2 = e1

$OORUD VHJXH e1 = e2 RVVLD L GXH HOHPHQWL QHXWUL FRLQFLGRQR

8QLFLWj GHOO·HOHPHQWR LQYHUVR

(G,$) XQ JUXSSR H VXSSRQLDPR SHU DVVXUGR FKH HVLVWDQR GXH HOHPHQWL QHXWUL a −1 HG b −1 GHOOR VWHVVR HOHPHQWR g ∈ G VL KD

6LD

a −1 $ g = e b −1 $ g = e

b −1 = b −1 $ e = b −1 $ ( g $ a −1 ) = (b −1 $ g ) $ a −1 = e $ a −1 = a −1

$OORUD VHJXH a

−1

= b −1 RVVLD L GXH HOHPHQWL LQYHUVL FRLQFLGRQR

3URSULHWj GL VHPSOLILFD]LRQH

6LD (G ,$) XQ JUXSSR H a, b, c WUH HOHPHQWL GHOO·LQVLHPH G VXSSRQLDPR FKH YDOJD

a $ b = a $ c GD FLz VHJXH FKH PROWLSOLFDQGR D GHVWUD GD HQWUDPEH OH SDUWL SHU O·HOHPHQWR a −1

a−1 $ (a $ b) = a −1 $ (a $ c)

GD FXL DSSOLFDQGR DO SURSULHWj DVVRFLDWLYD

(a−1 $ a) $ b = (a −1 $ a) $ c e $ b = e $ c b = c

,Q SUDWLFD GDOOD DSSOLFD]LRQH IRUPDOH GHOOH UHJROH DSSOLFD]LRQH VLQWDWWLFD VHJXRQR OH UHJROH GL VHPSOLILFD]LRQH

5DSSUHVHQWD]LRQH PDWULFLDOH GL XQ JUXSSR ILQLWR

6LD G XQ JUXSSR ILQLWR GL RUGLQH n

G = {e = g 0 , g1 ,......., g n }

2

O·RSHUD]LRQH GL JUXSSR GHILQLVFH n SURGRWWL GHO WLSR g = g i g k FRQ i = 1..n H k = 1..n /·LQVLHPH GL TXHVWL SURGRWWL GHILQLVFH LQ PRGR FRPSOHWR LO JUXSSR LQ TXDQWR GHILQLVFH LQ PRGR HVDXVWLYR O·RSHUD]LRQH GL JUXSSR JUD]LH DOO·DSSOLFD]LRQH GHOOD SURSULHWj DVVRFLDWLYD DG HVHPSLR 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR QHO FDVR GHO SURGRWWR GL WHUPLQL VL YDOXWD LO SURGRWWR GHL SULPL GXH FKH GHWHUPLQD XQ VLQJROR HOHPHQWR H SRL VL YDOXWD LO ULGRWWR GL TXHVW·XOWLPR FRQ LO WHU]R HOHPHQWR ULFRQGXFHQGRVL LQ WDO PRGR VHPSUH DO SURGRWWR GL FRSSLH GL WHUPLQL 2

2UD JOL n SURGRWWL GHO WLSR g = g i g k SRVVRQR HVVHUH UDSSUHVHQWDWL LQ IRUPD PDWULFLDOH FRPH GL VHJXLWR ULSRUWDWR

e = g0 e = g 0 e = ee

g1

g2

««

eg1 = g1 eg 2 = g 2 «

gn eg n = g n

g1

g 1e = g 1

g1 g1

g1 g 2

««

g1 g n

g2

eg 2 = g 2 g 2 g1

g2 g2

«

g2 gn

««

«««

«««

eg n = g n g1 g n

« ««

«««

gn

«««

g2 gn

gn gn

2VVHUYD]LRQL

1HO FDSLWROR SUHFHGHQWH DEELDPR YLVWR OH VWUXWWXUH DOJHEULFKH ( R,+) ( Rˆ ,×) H GDOOH GHILQL]LRQL GL JUXSSR VHJXH FKH WDOL VWUXWWXUH YHULILFDQR JOL DVVLRPL GL JUXSSR DEHOLDQR

6RWWRJUXSSL

6LD (G ,$) XQ JUXSSR H G ′ ⊂ G XQ VRWWRLQVLHPH GL G OD FRSSLD (G ′,$) q GHWWD VRWWRJUXSSR GHO JUXSSR (G ,$) VH SHU a, b DSSDUWHQHQWL D G ′ YDOH • /D SURSULHWj GL FKLXVXUD a $ b ∈ G ′ • /·HOHPHQWR QHXWUR e LQ (G ,$ ) q XQ HOHPHQWR GL G ′ •

3HU RJQL a ∈ G ′ O·HOHPHQWR LQYHUVR a

−1

∈ G ′

/ H WUH SURSULHWj SUHFHGHQWL LQVLHPH DOOD SURSULHWj DVVRFLDWLYD OD FXL YDOLGLWj q DVVLFXUDWD GDO IDWWR FKH G ′ ⊂ G VWDELOLVFRQR FKH G ′ KD OD VWUXWWXUD GL JUXSSR HG HVVHQGR XQ VRWWRLQVLHPH GL G YLHQH GHWWR VRWWRJUXSSR

6RWWRJUXSSL LQWHUVH]LRQH GL DOWUL VRWWRJUXSSL

6H H HG N VRQR GXH VRWWRJUXSSL GL G DOORUD DQFKH H ∩ N q XQ VRWWRJUXSSR GL G GL H H GL N ,QIDWWL • &KLXVXUD VLDQR (h, n) ∈ H ∩ N nh ∈ N LQ TXDQWR DSSDUWHQJRQR DO VRWWRJUXSSR N

• •

SHU L FXL HOHPHQWL YDOH OD SURSULHWj GL FKLXVXUD HG DQDORJDPHQWH nh ∈ H GD FLz VHJXH nh DSSDUWHQJRQR FRQWHPSRUDQHDPHQWH D H H G D N RVVLD nh ∈ H ∩ N (VLVWHQ]D GHOO·HOHPHQWR QHXWUR HVVHQGR H HG N GXH VRWWRJUXSSL HVVL KDQQR LQ FRPXQH DOPHQR O·HOHPHQWR QHXWUR LO TXDOH GXQTXH DSSDUWLHQH DQFKH D H ∩ N (VLVWHQ]D GHOO·HOHPHQWL LQYHUVR VLD g ∈ H GD FXL g

−1

∩ N DOORUD HVLVWH XQLFR g −1 ∈ H H g −1 ∈ N

∈ H ∩ N H FLz FRQFOXGH OD GLPRVWUD]LRQH

2VVHUYD]LRQH

6L RVVHUYL FKH G H id = {e} LQVLHPH FKH FRQWLHQH FRPH HOHPHQWR LO VROR HOHPHQWR QHXWUR GL G VRQR GHL SDUWLFRODUL VRWWRJUXSSL GL G LQGLFDWL FRPH VRWWRJUXSSL ´QRQ SURSULµ R EDQDOL PHQWUH WXWWL JOL DOWUL VRWWRJUXSSL VRQR GHWWL VRWWRJUXSSL SURSUL

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR

7HRUHPD GL /DJUDQJH

6LD G XQ JUXSSR ILQLWR GL RUGLQH 2UG G )

{

}

n g HG H = h1 , h2 ,....., hnh XQ VRWWRJUXSSR GL G GL

RUGLQH 2UG H nh VL YXROH GHWHUPLQDUH LO OHJDPH WUD n g HG nh $ WDOH VFRSR VL FRQVLGHUL O· LQVLHPH GHILQLWR FRPH VHJXH H GHWWR ODWHUDOH VLQLVWUR gH = {gh, ∀h ∈ H , g ∈ G} = gh1 , gh2 ,....., ghn

{

h

}

$OORUD gH LQGLYLGXD XQ VRWWRLQVLHPH GL HOHPHQWL GL G GHOOD IRUPD gh RWWHQXWL PROWLSOLFDQGR XQ HOHPHQWR ILVVDWR GL g ∈ G H IDFHQGR DVVXPHUH DG h ∈ H WXWWL L YDORUL DPPLVVLELOL , ODWHUDOL VLQLVWUL YHULILFDQR DOFXQH SURSULHWj • VH g ∈ H gH ≡ H ,QIDWWL H HVVHQGR XQ VRWWRJUXSSR GL G YHULILFD OD SURSULHWj GL •

FKLXVXUD H TXLQGL L SURGRWWR GL GXH HOHPHQWL GL H DSSDUWLHQH DQFRUD DG H 2UG gH nh WDOH SURSULHWj LPSOLFD FKH RJQL SURGRWWR gh DO YDULDUH GL h q GLVWLQWR GD JOL DOWUL ,QIDWWL VH IRVVH gh1 = gh2 h1 = h2

• •

∀g ∈ gH ,QIDWWL e ∈ H ge = g ∈ gH VH g1 H ∩ g 2 H ≠ 0 GRYH FRQ 0 LQWHQGLDPR O·LQVLHPH YXRWR DOORUD g1 H ≡ g 2 H LQ DOWUL

WHUPLQL VH GXH LQVLHPL ODWHUDOL KDQQR DQFKH XQ VROR HOHPHQWR LQ FRPXQH HVVL FRLQFLGRQR ,QIDWWL LQ TXHVWR FDVR GHYH HVLVWHUH XQ HOHPHQWR HVSULPLELOH FRPH VHJXH −1 g1 h1 = g 2 h2 FRQ ( h1 , h2 ) ∈ H g 2 = g1h1h2

'D FLz VL GHGXFH FKH VH h2 = h1 g 2 = g 1 VH h2 ≠ h1

g1 H ≡ g 2 H

g 2 = g1h1h2 −1 ∈ H g1 H ≡ g 2 H

'DOOH SUHFHGHQWL SURSULHWj VL ULFDYD FKH JOL HOHPHQWL GL G VRQR SDUWL]LRQDWL QHOO·LQVLHPH GHL ODWHUDOL VLQLVWUL LQ TXDOL LQGLYLGXDQR XQD UHOD]LRQH GL HTXLYDOHQ]D G = {eH = H , g1 H , g 2 H ,...., g m −1 H } GRYH g i SHU

i = 1,2...(m − 1) DSSDUWLHQH DG XQ VROR LQVLHPH ODWHUDOH H m q XQ QXPHUR LQWHUR

PLQRUH GL n g 2UD VLFFRPH 2UG g i H ) nh VHJXH 2UG G m ⋅ n h m 2UG H

Ord (G ) = m LQGLFH GHO VRWWRJUXSSR Ord ( H ) ,O WHRUHPD GL /DJUDQJH DIIHUPD GXQTXH FKH O·RUGLQH GL XQ VRWWRJUXSSR GLYLGH O·RUGLQH GHO JUXSSR VWHVVR LO YDORUH m GL WDOH UDSSRUWR q GHWWR LQGLFH GL H HG H SDUL DO QXPHUR GHL ODWHUDOL GL H

*UXSSL SULPL

, JUXSSL FKH KDQQR XQ QXPHUR GL HOHPHQWL SDUL DG XQ QXPHUR SULPR VRQR GHWWL JUXSSL SULPL 5LFRUGDQGR FKH LO QXPHUR GL HOHPHQWL GL XQ JUXSSR G q GLYLVR GDO QXPHUR GL HOHPHQWL GL RJQL VXR VRWWRJUXSSR VHJXH FKH VH LO JUXSSR q SULPR HVVR QRQ KD VRWWRJUXSSL SURSUL

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR

*UXSSL FLFOLFL ILQLWL 6LD (G ,$) XQ JUXSSR ILQLWR GL RUGLQH 2UG * n H VLD g ∈ G XQ HOHPHQWR GH JUXSSR 6L FRQVLGHUL

{

}

G ′ ⊂ G a ∈ G : a = g m , m = 0,1,2.. RVVLD G ′ q O·LQVLHPH FRVWLWXLWR GDJOL HOHPHQWL GL G JHQHUDWL GDOOD PROWLSOLFD]LRQH GHOO·HOHPHQWR g GLUHPR VLQWHWLFDPHQWH FKH G ′ q

LO VRWWRLQVLHPH

JHQHUDWR GDOO·HOHPHQWR g H VXSSRUUHPR FKH g

0

= e = 1

'

2UD G YHULILFD OH FRQGL]LRQL SHU HVVHUH XQ VRWWRJUXSSR LQ TXDQWR •

O·HOHPHQWR QHXWUR e

= g 0 ∈ G '

g j g m = g j + m ∈ G ' YHULILFD OD SURSULHWj GL FKLXVXUD VHJXH GDOOD GHILQL]LRQH GL G ' 6L RVVHUYL LQROWUH FKH SRLFKp LO JUXSSR (G ,$) q ILQLWR HVLVWH XQ LQGLFH k D SDUWLUH GDO TXDOH JOL •

HOHPHQWL

g m VL ULSHWRQR ,QIDWWL SRLFKp LO QXPHUR GL HOHPHQWL GL G q SDUL DG n VL SRVVRQR DYHUH

DO SL n HOHPHQWL GLVWLQWL

{

}

G ' = g 0 = 1, g = g 1 , g 2 , g 3 ,....., g n LQ TXHVWR FDVR O·LQVLHPH

SUHFHGHQWH HVDXULVFH WXWWR G H G ≡ G q FKLDUR GXQTXH FKH O·HOHPHQWR

g n +1 GHYH DOORUD

QHFHVVDULDPHQWH HVVHUH XJXDOH DG XQR GHJOL HOHPHQWL SUHFHGHQWL RVVLD DG XQ

g m FRQ m ≤ n H

'

g k FRQ k ≥ n + 1 ,Q JHQHUDOH O·LQGLFH k D SDUWLUH GDO TXDOH JOL HOHPHQWL GL G ′ VL ULSHWRQR SXz HVVHUH PLQRUH GL n + 1 H TXLQGL G ′ = g 0 = 1, g = g 1 , g 2 , g 3 ,....., g k −1 ULVXOWD XQ VRWWRJUXSSR GL G , JUXSSL JHQHUDWL GD XQ HOHPHQWR YHQJRQR GHWWL JUXSSL FLFOLFL GL RUGLQH k SRLFKp VL ULSHWRQR FLFOLFDPHQWH GRSR k PROWLSOLFD]LRQL k YLHQH DQFKH GHWWR RUGLQH GHOO·HOHPHQWR JHQHUDWRUH g WDOH SURSULHWj YDOH SHU RJQL

{

}

2VVHUYD]LRQH 6L RVVHUYL LQROWUH FKH VH XQ HOHPHQWR

g q GL RUGLQH k QHFHVVDULDPHQWH g k = g 0 = e ,QIDWWL VH

= g j FRQ j < k 'D FLz VHJXH FKH g k − j = g j − j = g 0 = e H VL DYUHEEH FKH LO JUXSSR JHQHUDWR GDOO·HOHPHQWR g QRQ VDUHEEH GL RUGLQH k PD GL RUGLQH LQIHULRUH k − j H FLz q FRQWUDULR DOO·LSRWHVL

FRVu QRQ IRVVH GRYUHEEH DYHUVL g

k

/HJDPH WUD JUXSSL SULPL H JUXSSL FLFOLFL

2JQL JUXSSR ILQLWR GHYH DYHUH VRWWRJUXSSL JHQHUDWL GD XQ VXR HOHPHQWR SHU FXL XQ JUXSSR FRQ XQ QXPHUR SULPR GL HOHPHQWL q FRPSOHWDPHQWH JHQHUDWR GD XQ VXR HOHPHQWR H SHUWDQWR GHYH HVVHUH XQ JUXSSR FLFOLFR

6WUXWWXUD GHL JUXSSL FLFOLFL ILQLWL

6LD G XQ JUXSSR FLFOLFR GL RUGLQH n JHQHUDWR GDOO·HOHPHQWR

g H VLD H = {h1 , h2 ,....., hm }XQ

VRWWRJUXSSR GL G GL RUGLQH m &LDVFXQ hi ∈ H HVVHQGR DSSDUWHQHQWH DQFKH D G q GHOOD IRUPD

hi = g ki SHU i = 1..m 2UD VLD s LO SL SLFFROR k i s

6L YXROH GLPRVWUDUH FKH H q XQ JUXSSR FLFOLFR JHQHUDWR GD g ,QIDWWL VH FRVu QRQ IRVVH HVLWHUHEEH XQ HOHPHQWR

hi = g ki ∈ H FRQ k i = qs + r H 0 ≤ r < s q LQWHUR 2VVLD HVLVWHUHEEH XQ HOHPHQWR LO FXL HVSRQHQWH QRQ q PXOWLSOR GL s '·DOWUD SDUWH SHU OD SURSULHWj GL FKLXVXUD GL H VL DYUHEEH FRVD DVVXUGD LQ TXDQWR r < s

hi g − qs = g qs + r g − qs = g r ∈ H

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR

s

$OORUD VL SXz FRQFOXGHUH FKH WXWWL JOL HOHPHQWL GL H VRQR PXOWLSOL GL g s m

n

6L RVVHUYL LQILQH FKH SRLFKp Ord ( H ) = m ( g ) = e = g DOORUD s GLYLGH n = Ord (G ) ,Q DOWUL WHUPLQL RJQL VRWWRJUXSSR GL XQ JUXSSR FLFOLFR q DQFK·HVVR XQ JUXSSR FLFOLFR JHQHUDWR GDO JHQHUDWRUH GL G HOHYDWR SHU XQ GLYLVRUH GHOO·RUGLQH GL G

$EHOLDQLWj GL XQ JUXSSR FLFOLFR

8Q JUXSSR FLFOLFR G q DEHOLDQR ,QIDWWL VH G q FLFOLFR HVVR ULVXOWD JHQHUDWR GD XQ VROR HOHPHQWR

g ∈ G SHUWDQWR VH g1 ∈ G H

g 2 ∈ G VHJXH FKH HVLVWRQR GXH LQWHUL (n, m) WDOL FKH

g1 = g n H g 2 = g m GD FXL

g1 g 2 = g n g m = g n + m

g 2 g1 = g m g n = g m+ n = g n + m H TXLQGL g 1 g 2 = g 2 g 1 •

*UXSSL QRUPDOL 6LD H XQ VRWWRJUXSSR GL XQ JUXSSR G ROWUH OD ODWHUDOH VLQLVWUR gH VL SXz GHILQLUH LO ODWHUDOH GHVWUR

{

}

Hg = {hg , ∀h ∈ H , g ∈ G} = h1 g , h2 g ,....., hnh g ,O ODWHUDOH GHVWUR YHULILFD OH VWHVVH SURSULHWj GHO ODWHUDOH VLQLVWUR 8Q VRWWRJUXSSR N GL XQ JUXSSR G YLHQH GHWWR VRWWRJUXSSR QRUPDOH VH LO ODWHUDOH GHVWUR FRLQFLGH FRQ LO ODWHUDOH VLQLVWUR gN = Ng ∀g ∈ G 3HUWDQWR LQ FDVR GL JUXSSL QRUPDOL VL SDUOD VHPSOLFHPHQWH GL ODWHUDOL VHQ]D VSHFLILFDUH VH VLDQR GHVWUL R VLQLVWUL 3HU LQGLFDUH FKH N q XQ VRWWRJUXSSR QRUPDOH GL G VL XVD OD VHJXHQWH QRWD]LRQH N G PHQWUH SHU LQGLFDUH FKH G DPPHWWH N FRPH VRWWRJUXSSR QRUPDOH VL XVD OD QRWD]LRQH G N /D GHILQL]LRQH GL VRWWRJUXSSR QRUPDOH SXz HVVHUH SRVWD DQFKH QHOOD VHJXHQWH IRUPD ILVVDWR g ∈ G H ∀n ∈ N YDOH gng

−1

∈ N RVVLD ∃n * ∈ N WDOH FKH gn = gn *

1RUPDOLWj GHL JUXSSL DEHOLDQL

1HO FDVR GL JUXSSL DEHOLDQL WXWWL L VRWWRJUXSSL ULVXOWDQR QRUPDOL LQIDWWL HVVHQGR gn = gn QHO FDVR DEHOLDQR OD UHOD]LRQH GL QRUPDOLWj q YHULILFDWD SHU TXDOVLDVL VRWWRJUXSSR FRPH FDVR SDUWLFRODUH FRQ

n = n *

,Q VRVWDQ]D SRVVLDPR GLUH FKH OD SURSULHWj GL QRUPDOLWj q XQD VRUWD GL FRQGL]LRQH SL GHEROH GHOOD SURSULHWj GL XQ JUXSSR GL HVVHUH DEHOLDQR

6WUXWWXUD GHL VRWWRJUXSSL QRUPDOL OHPPD

6LD H XQ VRWWRJUXSSR QRUPDOH GL XQ JUXSSR G H VLD N ⊂ H XQ DOWUR VRWWRJUXSSR GL G RVVLD YDOJD OD VHJXHQWH FDWHQD N N , H ⊂G , N sottogrupp o di G

H G

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR $OORUD

N H

,QIDWWL SUHVL GXH HOHPHQWL n ∈ N HG h ∈ H VHJXH

hnh −1 ∈ N ⊂ H SRLFKp N q VRWWRJUXSSR GL G H YDOH OD SURSULHWj GL FKLXVXUD

GD FXL VHJXH

hnh −1 ∈ H N H

OHPPD

6LD H XQ VRWWRJUXSSR GL XQ JUXSSR G H VLD N ⊂ H XQ DOWUR VRWWRJUXSSR QRUPDOH GL G RVVLD YDOJD OD VHJXHQWH FDWHQD

N ⊂ ,

N G

H ,

⊂G

H sottogruppo di G

$OORUD

N H

,QIDWWL SUHVL GXH HOHPHQWL n ∈ N HG h ∈ H VHJXH

hnh −1 ∈ N ⊂ H SRLFKp N q VRWWRJUXSSR GL G H YDOH OD SURSULHWj GL FKLXVXUD

GD FXL VHJXH

hnh −1 ∈ H N H

6RWWRJUXSSL QRUPDOL PDVVLPDOL

8Q VRWWRJUXSSR N G GL XQ JUXSSR G p GHWWR VRWWRJUXSSR QRUPDOH PDVVLPDOH R PDVVLPR GL G VH QRQ HVLVWH DOFXQ VRWWRJUXSSR H G GLYHUVR GD G GD N H GD id = {e} WDOH FKH

N H G 7DOH GHILQL]LRQH LQ VRVWDQ]D DIIHUPD FKH WUD N H G QRQ FL GHYRQR HVVHUH DOWUL VRWWRJUXSSL QRUPDOL GL G FKH FRQWHQJRQR N FRPH VRWWRJUXSSR

2VVHUYD]LRQH

/D GHILQL]LRQH q EHQ SRVWD VWDQWH TXDQWR RVVHUYDWR QHO SDUDJUDIR SUHFHGHQWH LQ UHOD]LRQH DOOD VWUXWWXUD GHL VRWWRJUXSSL QRUPDOL

*UXSSL TXR]LHQWL

&RPH JLj QRWDWR LQ SUHFHGHQ]D XQ ODWHUDOH VLQLVWUR R GHVWUR GHILQLVFH XQD SDUWL]LRQH GHJOL HOHPHQWL GL XQ JUXSSR G LQ FODVVL GL HTXLYDOHQ]D 9HULILFKLDPR RUD FKH QHO FDVR GL XQ VRWWRJUXSSR QRUPDOH N O·LQVLHPH GHOOH FODVVL GL HTXLYDOHQ]D RVVLD O·LQVLHPH GHL ODWHUDOL FRVWLWXLVFRQR XQ JUXSSR GHQRPLQDWR JUXSSR TXR]LHQWH H UDSSUHVHQWDWR FRQ LO VLPEROR VHJXHQWH G / N = {N , g1 N , g 2 N ,.....g n N } 9HULILFKLDPR OH SURSULHWj GL JUXSSR

*

*

• &KLXVXUD g1 N ⋅ g 2 N ∈ G / N ,QIDWWL VLD ( g , g 1 , g 2 ) ∈ G (n, n1 , n2 , n1 , n 2 ) ∈ N VL KD

( g1n1 )(n2 g 2 ) = ( g1n1 )( g 2 n2* ) = g1 (n1 g 2 )n2* = g1 ( g 2 n1* )n2* = ( g1 g 2 )n1* n2* = g1 g 2 n GD FXL VHJXH

( g1 N )( g 2 N ) = g1 g 2 N ∈ G / N

• (VLVWHQ]D GHOO·HOHPHQWR QHXWUR WDOH HOHPHQWR q GDWR GD VRWWRJUXSSR N ,QIDWWL ( gN ) N = g ( NN ) = gN

N ( gN ) = N ( Ng ) = ( NN ) g = Ng • $VVRFLDWLYLWj ,QIDWWL 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR

( gNg 1 N )( g 2 N ) = ( gg1 N )( g 2 N ) = gg1 g 2 N gN ( g1 Ng 2 N ) = gN ( g1 g 2 N ) = gg1 g 2 N GD FXL VHJXH

( gNg 1 N )( g 2 N ) = gN ( g1 Ng 2 N )

• (VLVWHQ]D GHOO·HOHPHQWR LQYHUVR O·HOHPHQWR LQYHUVR GL gN q GDWR GD g

−1

N ,QIDWWL

( gN )( g −1 N ) = gg −1 N = eN = N

2UGLQH GL XQ JUXSSR TXR]LHQWH

*OL HOHPHQWL GL G / N VRQR WXWWL L ODWHUDOL GL N LO FXL QXPHUR q SDUL DOO·LQGLFH GL N LQ G FRPH RVVHUYDWR QHOOD GLPRVWUD]LRQH GHO WHRUHPD G /DJUDQJH 3HUWDQWR VL KD Ord (G / N ) = Ord (G) / Ord ( N )

*UXSSL VHPSOLFL 8Q JUXSSR G YLHQH GHWWR VHPSOLFH VH QRQ KD VRWWRJUXSSL QRUPDOL SURSUL ,Q DOWUL WHUPLQL XQ JUXSSR G q VHPSOLFH VH JOL XQLFL VXRL VRWWRJUXSSL QRUPDOL VRQR G VWHVVR HG LO VRWWRJUXSSR id = {e}LO FXL XQLFR HOHPHQWR q GDWR GDOO·HOHPHQWR QHXWUR GL G

6HPSOLFLWj GL XQ JUXSSR SULPR

6L RVVHUYL FKH L JUXSSL SULPL LO FXL RUGLQH q GDWR GD XQ QXPHUR SULPR DYHQGR XQ QXPHUR GL HOHPHQWL SDUL DG XQ QXPHUR SULPR QRQ KDQQR VRWWRJUXSSL SURSUL H TXLQGL D PDJJLRU UDJLRQH QRQ KDQQR VRWWRJUXSSL QRUPDOL SURSUL 3HUWDQWR WDOL JUXSSL ULVXOWDQR VHPSOLFL

&DVR GHL JUXSSL DEHOLDQL

, JUXSSL DEHOLDQL FKH DPPHWWRQR VRWWRJUXSSL SURSUL ULVXOWDQR QRQ VHPSOLFL LQ TXDQWR RJQL VRWWRJUXSSR q DQFKH VRWWRJUXSSR QRUPDOH 9HGLDPR RUD GL DQDOL]]DUH OD VWUXWWXUD GL XQ JUXSSR G DEHOLDQR H VHPSOLFH &RPH DEELDPR QRWDWR LQ SUHFHGHQ]D L VRWWRJUXSSL SURSUL GL XQ JUXSSR DEHOLDQR VRQR QRUPDOL SHUWDQWR XQ JUXSSR DEHOLDQR q VHPSOLFH VH H VROR VH QRQ DPPHWWH VRWWRJUXSSL

{

}

g ∈ G LO JUXSSR FLFOLFR e = g 0 , g 1 , g 2 ,....g p −1 JHQHUDWR GD g q XQ VRWWRJUXSSR GL G FKH QRQ SRWHQGR HVVHUH XQ VRWWRJUXSSR SURSULR GHYH QHFHVVDULDPHQWH FRLQFLGHUH FRQ G VWHVVR LO TXDOH TXLQGL ULVXOWD HVVHUH XQ JUXSSR FLFOLFR GL RUGLQH p GRYH p q O·RUGLQH GHOO·HOHPHQWR

,QROWUH VH

g RVVLD g p = e 2UD VFRPSRQLDPR LQ GXH IDWWRUL 'D FLz VHJXH

p = kh g p = g hk = ( g h ) k = e

3RVWR g

'

= g h VHJXH ( g ' ) k = e

,Q VRVWDQ]D HVLVWH XQ DOWUR VRWWRJUXSSR FLFOLFR GL RUGLQH k JHQHUDWR D SDUWLUH GDOO·HOHPHQWR

g '

7DOH JUXSSR GHYH FRLQFLGHUH FRQ G H TXLQGL k ≡ p GD FXL h = 1 ,Q DOWUL WHUPLQL QRQ q SRVVLELOH VFRPSRUUH p FKH ULVXOWD TXLQGL HVVHUH XQ QXPHUR SULPR 3RVVLDPR TXLQGL FRQFOXGHUH FKH XQ JUXSSR DEHOLDQR VHPSOLFH ULVXOWD HVVHUH XQ JUXSSR FLFOLFR H SULPR

2PRPRUILVPL HG LVRPRUILVPL WUD JUXSSL 6XSSRQLDPR RUD FKH (G ,$) (G ′, # ) VLDQR GXH JUXSSL H O·DSSOLFD]LRQH Φ : G → G ′ XQ RPRPRUILVPR WUD HVVL 3HU LOOXVWUDWH OD SURSULHWj GL Φ GL PDQWHQHUH OD VWUXWWXUD DOJHEULFD 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR YHULILFKLDPR FKH O·LPPDJLQH GL Φ Im Φ RVVLD OD WRWDOLWj GHJOL HOHPHQWL GL G ′ GHO WLSR Φ(g ) FRQ

g ∈ G VLD XQ LQVLHPH FKH KD DQFRUD OD VWUXWWXUD GL JUXSSR ,QIDWWL GHWWL g , h, t WUH TXDOVLDVL HOHPHQWL GL G VL KD • Φ( g )# Φ(h) = Φ( g $ h) ∈ Im Φ ⊆ G ′ YDOH OD SURSULHWj GL FKLXVXUD •

[Φ( g )# Φ(h)]# Φ(t) = Φ( g $ h)# Φ(t) = Φ( g $ h $ t) =

= Φ[ g $ (h $ t)] = Φ( g )# Φ (h $ t) [Φ ( g )# Φ ( h) ]# Φ (t) = Φ ( g )# Φ (h $ t) = Φ ( g )# [Φ ( h)# Φ (t )]

YDOH OD SURSULHWj DVVRFLDWLYD •

Φ (eG $ g ) = Φ (g) = Φ (eG )# Φ (g) Φ (eG ) q O·HOHPHQWR QHXWUR

Φ( g $ g −1 ) = Φ(eG ) = Φ (g )# Φ( g −1 ) Φ( g −1 ) = [Φ (g)]−1 q O·HOHPHQWR LQYHUVR

1HO FDVR LQ FXL Φ IRVVH XQ LVRPRUILVPR VHJXH Im Φ ≡ G ′ LQ TXDQWR Φ q VXULHWWLYD H TXLQGL XQ

LVRPRUILVPR WUDVIRUPD WXWWR O·LQVLHPH G LQ G ′ PDQWHQHQGRQH LQROWUH OD VWUXWWXUD GL JUXSSR ,QILQH HVVHQGR XQ LVRPRUILVPR DQFKH LQLHWWLYR VL SXz GLUH FKH VH GXH JUXSSL VRQR LVRPRUIL UDSSUHVHQWDQR VRVWDQ]LDOPHQWH OR VWHVVR JUXSSR LQ FXL VHPSOLFHPHQWH QHO SDVVDJJLR GDOO·XQR '

DOO·DOWUR VL HVHJXH XQD VHPSOLFH WUDQVFRGLILFD GHO QRPH GL RJQL HOHPHQWR g ∈ G LQ Φ ( g ) ∈ G $G HVHPSLR VH XQ JUXSSR G q LVRPRUIR DG XQ JUXSSR DEHOLDQR K DQFKH G ULVXOWD DEHOLDQR ,QIDWWL GHWWL g1 H g 2 GXH HOHPHQWL GL G H k1 H k 2 GXH HOHPHQWL GL K VH Φ : K → G q O·LVRPRUILVPR VL KD g1 = Φ ( k1 ) g 2 = Φ ( k 2 ) GD FXL g1 g 2 = Φ ( k1 )Φ ( k 2 ) = Φ ( k1 k 2 ) = Φ ( k 2 k1 ) = g 2 g1

'DO SXQWR GL YLVWD QRWD]LRQDOH GXH JUXSSL G H G ′ LVRPRUIL VL LQGLFDQR FRQ OD VHJXHQWH QRWD]LRQH G ≈ G′

3URSULHWj FDUDWWHULVWLFD GHJOL LVRPRUILVPL

8QD LPSRUWDQWH SURSULHWj FKH SHUPHWWH GL YDOXWDUH UDSLGDPHQWH VH XQ RPRPRUILVPR VXULHWWLYR Φ WUD GXH JUXSSL (G ,$) H (G ′, # ) UDSSUHVHQWD DQFKH XQ LVRPRUILVPR q OD VHJXHQWH

'HILQLDPR FRPH KerΦ ≡ { g ∈ G | Φ ( g ) = Φ (eG )} RVVLD LO KerΦ GHWWR NHUQHO GHOO·DSSOLFD]LRQH

Φ q OD WRWDOLWj GHJOL HOHPHQWL GHO JUXSSR G FKH WUDVIRUPDWL GD Φ PL SRUWDQR DOO·HOHPHQWR QHXWUR GHO JUXSSR (ImΦ, # ) 2UD DIILQFKp Φ VLD XQ LVRPRUILVPR HVVHQGR JLj XQ RPRPRUILVPR VXULHWWLYR SHU LSRWHVL RFFRUUH FKH VLD DQFKH LQLHWWLYR LQ PRGR GD YHULILFDUH OH FRQGL]LRQL GL ELLHWWLYLWj OD FRQGL]LRQH GL LQLHWWLYLWj VL LPSRQH SRQHQGR FKH KerΦ ≡ {eG }

RVVLD FKH O·XQLFR HOHPHQWR GHO NHUQHO VLD O·HOHPHQWR QHXWUR GL (G ,$) ,QIDWWL • OD FRQGL]LRQH q QHFHVVDULD FLRq VH Φ q LQLHWWLYR VHJXH KerΦ

≡ {eG } Φ q LQLHWWLYR LPSOLFD FKH a ≠ b Φ(a ) ≠ Φ(b) TXLQGL VH a ≠ eG DSSDUWLHQH DO KerΦ Φ(a ) = Φ(eG ) H FLz QRQ SXz HVVHUH SHU OD LQIHWWLYLWj GL Φ DO KerΦ QRQ

SRVVRQR DSSDUWHQHUH DOWUL HOHPHQWL ROWUH eG 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR

OD FRQGL]LRQH q VXIILFLHQWH FLRq VH KerΦ ≡ {eG } VHJXH Φ q LQLHWWLYR VXSSRQLDPR SHU DVVXUGR FKH Φ(a ) = Φ(b) GD FLz VHJXH

Φ QRQ VLD LQHWWLYR H FKH TXLQGL YDOJD a ≠ b H

Φ (a )# [Φ (b)]

−1

−1

= Φ (b)# Φ (b −1 )

−1

Φ (a )# Φ (b ) = Φ (b)# Φ (b ) Φ (a $ b −1 ) = Φ (a $ b −1 ) = Φ (eG ) FLz LPSOLFD FKH a $ b

−1

∈ KerΦ a $ b −1 = eG a = b FRQWUR O·LSRWHVL a ≠ b

2PRPRUILVPL H JUXSSL TXR]LHQWL

6LD Φ : G → G ′ XQ RPRPRUILVPR WUD L JUXSSL G H G YHULILFKLDPR FKH Ker Φ ⊂ G q XQ VRWWRJUXSSR QRUPDOH KerΦ G $ WDOH VFRSR LQL]LDPR D YHULILFDUH FKH KerΦ q XQ VRWWRJUXSSR GL G • &KLXVXUD VH ( g , h) ∈ KerΦ Φ ( g ⋅ h) = Φ ( g )Φ ( h) = eG i e ' = eG ' ∈ KerΦ '

G

(OHPHQWR QHXWUR Φ(eG )

= eG ' eG ∈ KerΦ

(OHPHQWR LQYHUVR g ∈ KerΦ

Φ ( gg −1 ) = Φ (eG ) g −1 ∈ KerΦ

9HULILFKLDPR RUD OD FRQGL]LRQH GL QRUPDOLWj VLD g ∈ G H h ∈ KerΦ

Φ( ghg −1 ) = Φ ( g )Φ(h)Φ ( g −1 ) = Φ ( g )Φ (eG )Φ ( g −1 ) = Φ( g )Φ ( g −1 ) = Φ ( gg −1 ) = Φ (eG ) GD FLz VHJXH LQILQH

ghg −1 ∈ KerΦ

2VVHUYD]LRQH

)LVVDWR XQ RPRPRUILVPR Φ : G → G ′ VL SXz TXLQGL VHPSUH GHILQLUH LO JUXSSR TXR]LHQWH G / KerΦ 9DOH DQFKH LO YLFHYHUVD RVVLD ILVVDWR XQ VRWWRJUXSSR QRUPDOH N GL XQ JUXSSR G H GHILQLWR LO JUXSSR TXR]LHQWH G / N HVLVWH XQ RPRPRUILVPR Φ WDOH FKH N ≡ KerΦ 6L SRQJD LQIDWWL > @ Φ : G → G / N FKH DVVRFLD DG RJQL HOHPHQWR g ∈ G LO ODWHUDOH gN D FXL g DSSDUWLHQH (· IDFLOH YHULILFDUH FKH

KerΦ ≡ N LQ TXDQWR N q O·HOHPHQWR QHXWUR GL G / N SHUWDQWR RJQL VRWWRJUXSSR QRUPDOH SXz HVVHUH DVVRFLDWR DO QXFOHR GHOO·RPRPRUILVPR GHILQLWR GDOOD

/HJDPH WUD O·LPPDJLQH GL XQ RPRPRUILVPR H JUXSSL TXR]LHQWH

K H VLD Im(Φ) ≡ Φ(G) ⊂ K O·LPPDJLQH GL G GRYXWD D Φ 6L YXROH GLPRVWUDUH FKH Φ(G ) q LVRPRUIR D G / Ker (Φ)

6LD Φ : G → K XQ RPRPRUILVPR WUD LO JUXSSR G HG LO JUXSSR

> @ Φ(G ) ≈ G / Ker (Φ ) GRYH ULFRUGLDPR FKH FRQ ≈ VL LQGLFD OD UHOD]LRQH GL LVRPRUILVPR

6L RVVHUYL FKH DEELDPR JLj GLPRVWUDWR FKH LO Ker (Φ) q XQ VRWWRJUXSSR QRUPDOH GL G SHUWDQWR KD VHQVR FRQVLGHUDUH O·LQVLHPH TXR]LHQWH G / Ker (Φ) 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR 9HULILFKLDPR RUD FKH Φ(G ) q XQ VRWWRJUXSSR GL K ,QIDWWL • 3URSULHWj GL FKLXVXUD VLDQR (k1 , k 2 ) ∈ Φ (G ) k1 = Φ ( g1 ) H k 2 = Φ ( g 2 ) FRQ

( g1 , g 2 ) ∈ G k1 k 2 = Φ ( g1 )Φ ( g 2 ) = Φ ( g1 g 2 ) ∈ Φ (G ) • (VLVWHQ]D GHOO·HOHPHQWR QHXWUR e K = Φ (eG ) ∈ Φ (G ) • (VLVWHQ]D

GHOO·HOHPHQWR

LQYHUVR

VLD

k = Φ( g ) ∈ Φ(G )

FRQ

g ∈G

Φ ( g )Φ ( g ) −1 = Φ ( gg −1 ) = ek GD FLz VHJXH O·HVLVWHQ]D GL k −1 = Φ( g −1 ) &HUFKLDPR RUD GL FRVWUXLUH XQ LVRPRUILVPR WUD Φ(G ) H G / Ker (Φ) $ WDOH VFRSR VL RVVHUYL FKH GHWWR m = Ord (G ) LO QXPHUR GL HOHPHQWL GHO JUXSSR •

Φ ( KerΦ ) ≡ e K SHU GHILQL]LRQH • JOL HOHPHQWL GL G SRVVRQR HVVHUH SDUWL]LRQDWL QHJOL m + 1 ODWHUDOL GHILQLWL GD KerΦ RVVLD VL KD

G = {eKerΦ , g1 KerΦ , g 2 KerΦ,....,.g m KerΦ}

Φ ( g i KerΦ ) = Φ ( g i )Φ ( KerΦ ) = Φ ( g i ) SHU i = 0..m GRYH g 0 = e RVVLD O·LPPDJLQH

Im(Φ) ≡ Φ(G) q FRVWLWXLWD GDJOL m + 1 HOHPHQWL Φ ( g i )

Im(Φ ) ≡ Φ (G ) = {Φ ( g 0 ), Φ ( g1 ),...., Φ ( g m )}

6L GHILQLVFD RUD O· DSSOLFD]LRQH Φ

Φ : Φ (G ) → G / Ker (Φ ) Φ ( g i ) → g i KerΦ

FKH DVVRFLD DG RJQL HOHPHQWR GHOO·LPPDJLQH Im(Φ ) GL LO ODWHUDOH g i KerΦ RVVLD O·L HVLPR HOHPHQWR GHO JUXSSR TXR]LHQWH G / Ker (Φ)

/·DSSOLFD]LRQH Φ q • ,QLHWWLYD LQ TXDQWR VH IRVVH g i KerΦ

Φ( g i ) ≠ Φ( g j ) SHU GHILQL]LRQH g i KerΦ ≠ g j KerΦ LQIDWWL VH

= g j KerΦ Φ( g i KerΦ) = Φ( g j KerΦ)

Φ( g i )Φ( KerΦ) = Φ( g j )Φ( KerΦ) GD FXL Φ( g i )e K = Φ( g j )e K Φ( g i ) = Φ( g j ) • 6XULHWWLYD LQ TXDQWR ∀ g i KerΦ H GHWHUPLQDWR GD Φ ( g i )

,QILQH Φ FRQVHUYD OH OHJJL GL FRPSRVL]LRQH LQ TXDQWR

Φ[Φ ( g i )]Φ Φ ( g j ) = ( g i KerΦ )( g j KerΦ ) = g i g j KerΦ = Φ Φ ( g i g j ) = Φ Φ ( g i )Φ ( g j )

[

]

[

]

[

H SHUWDQWR HVVHQGR XQ RPRPRUILVPR LQLHWWLYR H VXULHWWLYR LQGLYLGXD XQ LVRPRUILVPR

3ULPR 7HRUHPD GHOO·LVRPRUILVPR

6LD G XQ JUXSSR FKH DPPHWWH GXH VRWWRJUXSSL N HG 9DOH OD VHJXHQWH UHOD]LRQH 3DJ

H WDOH FKH N G

]


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR > @ HN / N

≈ N /( N ∩ H )

GRYH HN = {hn : h ∈ H , n ∈ N } 3HU GLPRVWUDUH WDOH WHRUHPD VHJXLDPR L VHJXHQWL SDVVL SDVVR N q XQ VRWWRJUXSSR QRUPDOH GL HN 4XDQWR VRSUD DIIHUPDWR VHJXH GDO OHPPD VXL JUXSSL TXR]LHQWL 3HUWDQWR HVVHQGR N HN HVLVWH O·LQVLHPH TXR]LHQWH HN / N L FXL HOHPHQWL VRQR FRVWLWXLWL GDL ODWHUDOL hN FRQ h ∈ H SDVVR HN / N ≈ N /( N ∩ H ) 6L FRQVLGHUL O·DSSOLFD]LRQH Φ : H → HN / N N WDOH FKH Φ(h) = hN h ∈ H 7DOH DSSOLFD]LRQH WUDVIRUPD RJQL HOHPHQWR GL H QHO ODWHUDOH GHOO·LQVLHPH TXR]LHQWH HN / N HG q XQ RPRPRUILVPR VXULHWWLYR LQ TXDQWR • FRSUH WXWWL JOL HOHPHQWL HN / N • Φ(h)Φ(k ) = (hN )(kN ) = hkN = Φ(hk ) 4XDQWR SUHFHGH FL SHUPHWWH GL DIIHUPDUH DSSOLFDQGR LO WHRUHPD GLPRVWUDWR QHO SDUDJUDIR SUHFHGHQWH FKH YDOH OD VHJXHQWH UHOD]LRQH Φ( H ) ≈ H / KerΦ 0D HVVHQGR Φ VXULHWWLYD Φ( H )

≡ HN / N SHUWDQWR YDOH Φ( H ) = HN / N ≈ H / KerΦ

3HU FRPSOHWDUH OD GLPRVWUD]LRQH q DOORUD VXIILFLHQWH YDOXWDUH LO NHUQHO GL Φ $ WDOH VFRSR VL ULFRUGL FKH KerΦ = {h ∈ H : Φ ( h ) = N } HVVHQGR N O·HOHPHQWR QHXWUR GL HN / N

2UD VROR JOL HOHPHQWL n ∈ N VRQR WDOL FKH nN ∈ N RVVLD DSSDUWHQJRQR DO ODWHUDOH N 3HUWDQWR JOL HOHPHQWL h ∈ H H FKH IDQQR SDUWH GHO NHUQHO GL Φ GHYRQR DSSDUWHQHUH DQFKH D N RVVLD KerΦ ≡ H ∩ N H FLz FRQFOXGH OD GLPRVWUD]LRQH GHO WHRUHPD

6HFRQGR 7HRUHPD GHOO·LVRPRUILVPR

6LD G XQ JUXSSR FKH DPPHWWH GXH VRWWRJUXSSL QRUPDOL N HG H WDOH FKH H ⊂ N 9DOH OD VHJXHQWH UHOD]LRQH > @ G / N

G/H N/H

1RWLDPR LQQDQ]L WXWWR FKH OD UHOD]LRQH q EHQ SRVWD LQ TXDQWR • HVVHQGR N HG H GXH VRWWRJUXSSL QRUPDOL GL G HVLVWRQR L GXH LQVLHPL TXR]LHQWL G / N H G / H • H N H TXLQGL HVLVWH DQFKH LO TXR]LHQWH N / H L FXL HOHPHQWL VRQR L ODWHUDOL GHOOD IRUPD nH FRQ n ∈ N 3HU YHULILFDUH TXHVWR IDWWR VL RVVHUYL FKH SUHVR n ∈ N HVLVWH XQ h ∈ H LO TXDOH DSSDUWLHQH DQFKH DG N HVVHQGR H ⊂ N WDOH FKH nhn

−1

∈ H SRLFKp H G /D VWUDWHJLD GHOOD GLPRVWUD]LRQH VHJXH XQD OLQHD DQDORJD D TXHOOD VHJXLWD QHO SUHFHGHQWH WHRUHPD FKH FRQVLVWH QHO WURYDUH XQ RPRPRUILVPR VXULHWWLYR Φ OD FXL LPPDJLQH Im Φ ≡ G / N HG LO FXL NHUQHO KerΦ ≡ N / H 6L ULFRUGL LQIDWWL FKH VH Φ : K → M q XQ RPRPRUILVPR VXULHWWLYR WUD L GXH JUXSSL K HG M YDOH OD VHJXHQWH UHOD]LRQH Φ( K ) ≈ K / KerΦ 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR 1HO QRVWUR FDVR GRYUHPPR GHILQLUH XQ RPRPRUILVPR Φ LQ FXL K ≡ G / H • Φ( K ) ≡ M = G / N • H SHU LO TXDOH YDOJD KerΦ ≡ N / H /·DSSOLFD]LRQH FKH YHULILFD WDOL SURSULHWj q GDWD GD Φ : G / H → G / N WDOH FKH ∀g ∈ G Φ( gH ) = gN ,QIDWWL Φ ULVXOWD HVVHUH XQ RPRPRUILVPR VXULHWWLYR LQ TXDQWR • Φ ( g1 H )Φ ( g 2 H ) = ( g1 N )( g 2 N ) = g1 g 2 N = Φ ( g1 g 2 H ) FRQ ( g1 , g 2 ) ∈ G •

DO YDULDUH GL g ∈ G OD Φ IRUQLVFH WXWWL ODWHUDOL GL G / N

/·HOHPHQWR QHXWUR GL G / N q LO ODWHUDOH N FKH SXz HVVHUH JHQHUDWR VROR GDL ODWHUDOL GL G / H GHOOD IRUPD nH FRQ n ∈ N 7DOL ODWHUDOL DOWUL QRQ VRQR FKH JOL HOHPHQWL GL N / H SHUWDQWR SRVVLDPR FRQFOXGHUH FKH KerΦ ≡ N / H FRPSOHWDQGR OD GLPRVWUD]LRQH

$OFXQH SURSULHWj HG DOFXQL OHPPL VXL JUXSSL QRUPDOL H TXR]LHQWL

$EHOLDQLWj GHO TXR]LHQWH GL XQ JUXSSR DEHOLDQR

6LD G XQ JUXSSR DEHOLDQR H N G DOORUD G / N q DEHOLDQR ,QIDWWL VL FRQVLGHULQR GXH HOHPHQWR ( g1 , g 2 ) ∈ G VL KD

( g1 N )( g 2 N ) = ( g1 g 2 ) N = ( g 2 g1 ) N = ( g 2 N )( g1 N ) G / N ULVXOWD DEHOLDQR

1RUPDOLWj GHOO·LQWHUVH]LRQH GL JUXSSL QRUPDOL

6LD G XQ JUXSSR H VLDQR N H K GXH VRWWRJUXSSL QRUPDOL GL G DOORUD H = N ∩ K q WDOH FKH H N H H K ,QIDWWL VDSSLDPR FKH H q VRWWRJUXSSR VLD GL N VLD GL K ,QROWUH GHWWL h ∈ H H TXLQGL h ∈ N H h ∈ K n ∈ N H k ∈ K VLD KD •

nhn −1 ∈ N SHU OD FKLXVXUD GL N FRPH VRWWRJUXSSR GL G nhn −1 ∈ K SHUFKp K G −1

,Q GXH SUHFHGHQWL SXQWL GLPRVWUDQR SHUWDQWR FKH nhn ∈ N ∩ K = H GD FXL VHJXH H N 6FDPELDQR GL UXROL GL K HG N VL GLPRVWUD OD VHFRQGD UHOD]LRQH GL QRUPDOLWj

1RUPDOLWj GHOO·LQWHUVH]LRQH WUD XQ VRWWRJUXSSR QRUPDOH H XQR QRQ QRUPDOH

6LD G XQ JUXSSR H VLDQR N H K GXH VRWWRJUXSSL G H VLD N G DOORUD H = N ∩ K q WDOH FKH H H K ,QIDWWL VDSSLDPR FKH H q VRWWRJUXSSR VLD GL N VLD GL K ,QROWUH GHWWL h ∈ H H TXLQGL h ∈ N H h ∈ K n ∈ N H k ∈ K VLD KD

khk −1 ∈ N SHUFKp N G SHU OD FKLXVXUD GL K FRPH VRWWRJUXSSR GL G −1 $OORUD khk ∈ H GD FXL H K • •

OHPPD

6LD N G H G / N LO JUXSSR TXR]LHQWH VLD LQROWUH K / N XQ VRWWRJUXSSR GL G / N 6L YXROH GLPRVWUDUH FKH K q XQ VRWWRJUXSSR GL G GRYH K = {g ∈: gN ∈ K / N } 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR 6L RVVHUYL SHU LQFLVR FKH N ⊂ K DOWULPHQWL QRQ DYUHEEH VHQVR FRQVLGHUDUH LO TXR]LHQWH K / N ,QIDWWL • SHU GHILQL]LRQH O·HOHPHQWR (e) XQ GL G GHYH DSSDUWHQHUH DQFKH D K LQ TXDQWR

eN = N ∈ K / N HVVHQGR K / N XQ VRWWRJUXSSR GL G / N FKH FRPH WDOH GHYH SRVVHGHUH O·HOHPHQWR QHXWUR N • •

gN ∈ K / N GD FXL g −1 N ∈ K / N g −1 ∈ K VH g 1 ∈ K H g 2 ∈ ( g1 N )( g 2 N ) = g 1 g 2 N ∈ K / N g 1 g 2 ∈ K

VH g ∈ K

6WUXWWXUD GHL VRWWRJUXSSL TXR]LHQWH

6LD H XQ VRWWRJUXSSR GL XQ JUXSSR G H VLD N ⊂ H XQ DOWUR VRWWRJUXSSR QRUPDOH GL G RVVLD YDOJD OD VHJXHQWH FDWHQD

N ⊂ ,

N G

⊂G

H ,

H sottogruppo di G

$EELDQR YLVWR FKH YDOH

N H

VL YHGD LO OHPPD GHO SDUDJUDIR ´6WUXWWXUD VRWWRJUXSSL QRUPDOLµ $OORUD KD VHQVR FRQVLGHUDUH L GXH JUXSSL TXR]LHQWL H / N H G / N H SHU HVVL YDOH FKH H / N q XQ VRWWRJUXSSR GL G / N ,QIDWWL GHWWL h H k GXH HOHPHQWL GL H VL KD FKH LQ H / N • (VLVWH O·HOHPHQWR QHXWUR N • 9DOH OD SURSULHWj GL FKLXVXUD LQ TXDQWR (hN )(kN ) = (hk ) N hk ∈ H SRLFKp H q VRWWRJUXSSR GL G (hk ) N ∈ H / N •

(VLVWH O·HOHPHQWR LQYHUVR GL hN ∈ H / N GDWR GD h

−1

N ∈ H / N

9LFHYHUVD FRQVLGHUDQGR TXDQWR GLPRVWUDWR QHO SUHFHGHQWH OHPPD VH H / N q XQ VRWWRJUXSSR GL G / N VHJXH H q XQ VRWWRJUXSSR GL G 3RVVLDPR TXLQGL FRQFOXGHUH VRWWR OH LSRWHVL

N ⊂ ,

N G

H ,

⊂ G RJQL TXR]LHQWH H / N q

H sottogruppo di G

VRWWRJUXSSR GL G / N 9LFHYHUVD RJQL VRWWRJUXSSR GL G / N q GHOOD IRUPD H / N

OHPPD

6LD N G H G / N LO JUXSSR TXR]LHQWH VLD LQROWUH K / N G / N $OORUD VL KD K G 6L RVVHUYL SHU LQFLVR FKH N ⊂ K N K DOWULPHQWL QRQ DYUHEEH VHQVR FRQVLGHUDUH LO TXR]LHQWH K / N ,QIDWWL K q XQ VRWWRJUXSSR GL G • • VLDQR gN ∈ G / N H kN ∈ K / N k ∈ K VHJXH

( gN )(kN )( g −1 N ) = gkg −1 N ∈ K / N gkg −1 ∈ K 9LFHYHUVD VH HVLVWH OD FDWHQD N K G VHJXH K / N G / N ,QIDWWL 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR • •

HVLVWRQR L GXH TXR]LHQWL K / N H G / N SUHVL GXH HOHPHQWL k ∈ K H g ∈ G VHJXH

( gN )(kN )( g −1 N ) = ( gkg −1 ) N ∈ K / N K / N G / N ∈K G

&ULWHULR GL PDVVLPDOLWj GHL VRWWRJUXSSL QRUPDOL

8WLOL]]DQGR L ULVXOWDWL GHO SDUDJUDIR SUHFHGHQWH SRVVLDPR ULFDYDUH XQ FULWHULR GL PDVVLPDOLWj GL XQ VRWWRJUXSSR QRUPDOH GL XQ JUXSSR GDWR 6LDQR N H G GXH JUXSSL WDOH FKH N G $OORUD N q PDVVLPDOH GL G VH H VROR G / N q VHPSOLFH 'LPRVWULDPR OD VXIILFLHQ]D OD SDUWH ´ VH µ LQ FXL G / N VHPSOLFH LPSOLFD N PDVVLPDOH 6LD G / N VHPSOLFH H VL VXSSRQJD SHU DVVXUGR FKH N QRQ VLD PDVVLPDOH $OORUD HVLVWH OD FDWHQD VHJXHQWH N H G 3HU TXDQWR RWWHQXWR QHO SDUDJUDIR SUHFHGHQWH FLz LPSOLFD O·HVLVWHQ]D GHO VRWWRJUXSSR SURSULR H / N GL G / N ,QROWUH HVVHQGR H G VHJXH GDO SUHFHGHQWH OHPPD FKH H / N G / N H FLRq G / N KD LO VRWWRJUXSSR QRUPDOH H G 7DOH FRQFOXVLRQH q DVVXUGD LQ TXDQWR SHU LSRWHVL G / N q VHPSOLFH HG DOORUD N GHYH HVVHUH PDVVLPDOH 'LPRVWULDPR OD QHFHVVLWj OD SDUWH ´VROR VH µ LQ FXL N PDVVLPDOH LPSOLFD G / N VHPSOLFH 6LD N PDVVLPDOH H VL VXSSRQJD SHU DVVXUGR FKH G / N QRQ VLD VHPSOLFH $OORUD G / N GHYH DPPHWWHUH XQ VRWWRJUXSSR QRUPDOH H / N H TXLQGL SHU LO SUHFHGHQWH OHPPD GXH GHYH YDOHUH H G '·DOWUD SDUWH N H LQ TXDQWR DEELDPR VXSSRVWR O·HVLVWHQ]D GL H / N GD FXL VHJXH O·HVLVWHQ]D GHOOD FDWHQD N H G FRVD DVVXUGD LQ TXDQWR N q PDVVLPDOH 3HUWDQWR SRVVLDPR FRQFOXGHUH FKH VH N q PDVVLPDOH G / N q VHPSOLFH

&RUROODULR DO FULWHULR GL PDVVLPDOLWj

6H G / N q XQ JUXSSR SULPR DOORUD N q PDVVLPDOH GL G ,QIDWWL VH G / N q SULPR QRQ SXz DYHUH VRWWRJUXSSL SURSUL H TXLQGL D PDJJLRU UDJLRQH QRQ SXz DYHUH VRWWRJUXSSL QRUPDOL SURSUL H SHUWDQWR ULVXOWD VHPSOLFH 1H FRQVHJXH GDOO·DSSOLFD]LRQH GHO FULWHULR SUHFHGHQWH OD PDVVLPDOLWj GL N

OHPPD

6LD G XQ JUXSSR H VLDQR N HG H GXH VRWWRJUXSSL GL G FRQ N G O LQVLHPH HN = {hn : h ∈ H , n ∈ N } q XQ VRWWRJUXSSR GL G ,QIDWWL HN YHULILFD OH WUH SURSULHWj GL XQ VRWWRJUXSSR • &KLXVXUD VLD ( x, y ) ∈ HN x = hu, y = kv FRQ (h, k ) ∈ H , (u, v) ∈ N N

∈ −1 xy = hukv = hk ( k uk , )v xy ∈ HN ∈H

∈N

(VLVWHQ]D GHOO·HOHPHQWR QHXWUR H HG N VRQR GXH VRWWRJUXSSL GL G FKH KDQQR LQ FRPXQH DOPHQR O·HOHPHQWR QHXWUR (e) SHU LO TXDOH YDOH e = e ⋅ e ∈ HN

(VLVWHQ]D GHOO·LQYHUVR VLD x ∈ HN x = hu FRQ h ∈ H , u ∈ N GD FXL VHJXH 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR −1 (hu −1h −1 ) ∈ HN x −1 = (hu ) −1 = u −1h −1 = h,

∈H

LQ TXDQWR

−1

h ∈ H,u

−1

∈N

∈ N H (hu −1h −1 ) ∈ N SHUFKp H HG N VRQR VRWWRJUXSSL H

N G

OHPPD

1HOOH VWHVVH LSRWHVL GHO OHPPD YDOH

N HN

,QIDWWL N YHULILFD OH WUH SURSULHWj GL VRWWRJUXSSR LQ TXDQWR SHU LSRWHVL q XQ VRWWRJUXSSR GL G HG LQROWUH N ⊂ HN LQ TXDQWR RJQL HOHPHQWR GL n ∈ N SXz HVVHUH SRVWR QHOOD IRUPD en ∈ HN HVVHQGR (e) O·HOHPHQWR QHXWUR 3HUWDQWR N q XQ VRWWRJUXSSR GL HN 6LD RUD x ∈ HN x = hu FRQ h ∈ H , u ∈ N HVLVWH XQ n ∈ N WDOH FKH

xnx −1 = h(unu −1 )h −1 ∈ N LQ TXDQWR SHU LSRWHVL N G

∈N

/D UHOD]LRQH VRSUD ULSRUWDWD SHUPHWWH SHUWDQWR GL FRQFOXGHUH FKH N HN H JDUDQWLVFH O·HVLVWHQ]D GHOO·LQVLHPH TXR]LHQWH HN / N L FXL HOHPHQWL VRQR FRVWLWXLWL GDL ODWHUDOL hN FRQ h ∈ H RVVLD HN / N q FRVWLWXLWR GDJOL VWHVVL ODWHUDOL FKH VL KDQQR FRQVLGHUDQGR VROR H LQYHFH GL HN

OHPPD 6LD G XQ JUXSSR H VLDQR H 1 H 2 N WUH VRWWRJUXSSL GL G WDOH FKH • • •

N G H 1 H 2 J 1 = H 1 ∩ N J 2 = H 2 ∩ N K1 = H 1 N / N K 2 = H 2 N / N

• $OORUD VL KD J 1 J 2

K1 K 2

HVLVWH XQ N H H 2 / H 1 WDOH FKH N H ≈ J 2 / J 1 H

H 2 / H1 ≈ K 2 / K1 NH

'LPRVWUD]LRQH SXQWR J 1 H J 2 FRPH LQWHUVH]LRQH GL VRWWRJUXSSL GL G ULVXOWDQR HVVHUH VRWWRJUXSSL GL G

H 1 ⊂ H 2 J 1 ⊂ J 2 3HUWDQWR J 1 ULVXOWD XQ VRWWRJUXSSR GL J 2 6L FRQVLGHULQR GXH HOHPHQWL j1 ∈ J 1 H j 2 ∈ J 2 VHJXH ,QROWUH HVVHQGR H 1 H 2

j 2 j1 j 2−1 ∈ N SHUFKp j1 ∈ N j 2 ∈ G H N G

j 2 j1 j 2−1 ∈ H 1 SHUFKp j1 ∈ H 1 j 2 ∈ H 2 H H 1 H 2

−1

$OORUD j 2 j1 j 2 ∈ H 1 ∩ N = J 1 J 1 J 2 'LPRVWUD]LRQH SXQWR ,O H OHPPD DVVLFXUDQR FKH OD GHILQL]LRQH GL K 1 H K 2 q EHQ SRVWD H ULVXOWD K 1 G / N

H 1 ⊂ H 2 H 1 N ⊂ H 2 N H 1 N / N ⊂ H 2 N / N 3HUWDQWR K 1 ULVXOWD XQ VRWWRJUXSSR GL K 2 ,QROWUH HVVHQGR H 1 H 2

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR 6L FRQVLGHULQR GXH HOHPHQWL k1 = h1 N ∈ K1 H k 2 = h2 N ∈ K 2 FRQ h1 ∈ H 1 H h2 ∈ H 2 VHJXH

k 2 k1k 2−1 = (h2 N )(h1 N )(h2 N ) −1 = (h2 h1h2−1 ) N ∈ H 1 N K 1 K 2

∈H1

'LPRVWUD]LRQH SXQWR 3DVVR GLPRVWULDPR OD VHJXHQWH LGHQWLWj H 2 ∩ H 1 N = H 1 ( H 2 ∩ N ) 3UHQGLDPR XQ TXDOVLDVL HOHPHQWR a ∈ H 2 ∩ H 1 N VHJXH

a ∈ H 2 H a ∈ H 1 N DOORUD SRVVLDPR SRUUH a = bc FRQ b ∈ H 1 H c ∈ N 2UD HVVHQGR H 1 H 2 RJQL HOHPHQWR GL H 1 DSSDUWLHQH DQFKH D H 2 SHUWDQWR b ∈ H 1 b ∈ H 2 ,QROWUH HVVHQGR H 2 XQ JUXSSR b ∈ H 2

b −1 ∈ H 2 H SHU OD SURSULHWj GL FKLXVXUD VHJXH

b −1a = b −1bc = c ∈ H 2 $OORUD

c ∈ N H FRQWHPSRUDQHDPHQWH c ∈ H 2 c ∈ H 2 ∩ N ,Q FRQFOXVLRQH a ∈ H 1 ( H 2 ∩ N ) HVVHQGR VFRPSRQLELOH QHO SURGRWWR bc FRQ b ∈ H 1 H c ∈ H 2 ∩ N SHUWDQWR VL KD H 2 ∩ H 1 N ⊂ H 1 ( H 2 ∩ N ) 9LFHYHUVD FRQVLGHULDPR XQ TXDOVLDVL HOHPHQWR a ∈ H 1 ( H 2 ∩ N ) VHJXH FKH SRVVLDPR SRUUH a = bc FRQ b ∈ H 1 H c ∈ H 2 ∩ N (VVHQGR H 1 H 2 VHJXH b ∈ H 1 b ∈ H 2 H SHUWDQWR SHU OD SURSULHWj GL FKLXVXUD VX H 2 VHJXH

a = bc ∈ H 2

,QROWUH SRLFKp b ∈ H 1 H c ∈ N VHJXH DQFKH

a = bc ∈ H 1 N 3HUWDQWR

a ∈ H 2 ∩ H1 N H1 (H 2 ∩ N ) ⊂ H 2 ∩ H1 N

,QILQH SRVVLDPR FRQFOXGHUH OD GLPRVWUD]LRQH GHO SDVVR QRWDQGR FKH H H 2 ∩ H 1 N ⊂ H 1 ( H 2 ∩ N ) H 1 ( H 2 ∩ N ) ⊂ H 2 ∩ H 1 N H 2 ∩ H 1 N = H 1 ( H 2 ∩ N ) 3DVVR 'HILQLDPR OD VHJXHQWH DSSOLFD]LRQH Φ : H2 → K2 FKH WUDVIRUPD ∀h ∈ H 2 QHO ODWHUDOH hN ∈ K 2 &RPH JLj RVVHUYDWR DO WHUPLQH GHO SUHFHGHQWH OHPPD HVVHQGR K 2 = H 2 N / N L VXRL ODWHUDOL VRQR JOL VWHVVL FKH VL RWWHQJRQR FRQVLGHUDQR L VROL HOHPHQWL GL H 2 LQYHFH GHJOL HOHPHQWL GL H 2 N

9HULILFKLDPR FKH O·DSSOLFD]LRQH Φ q XQ RPRPRUILVPR VXULHWWLYR ,QIDWWL OD VXULHWWLYLWj q LPSOLFLWD QHOOD GHILQL]LRQH SRLFKp DVVXPHQGR WXWWL JOL HOHPHQWL GL H 2 ULFRSUR WXWWL L ODWHUDOL GL K 2 PHQWUH SHU TXDQWR ULJXDUGD LO PDQWHQLPHQWR GHOOD VWUXWWXUD DOJHEULFD GHWWL (h, k ) GXH HOHPHQWL DSSDUWHQHQWL D H 2 VL KD

Φ(h)Φ(k ) = (hN )(kN ) = hkN = Φ(hk )

$YUHPR TXLQGL FKH Φ ( H 2 ) ≡ K 2

5LFRUGDQGR FKH K 1 ⊂ K 2 HVVHQGR K 1 K 2 VLDPR LQWHUHVVDWL D GHWHUPLQDUH O·LPPDJLQH LQYHUVD

Φ −1 ( K1 ) FKH UDSSUHVHQWD OD WRWDOLWj GHJOL HOHPHQWL h ∈ H 2 FKH IRUQLVFRQR L ODWHUDOL GL K 1 ⊂ K 2 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR

Φ −1 ( K1 ) = {h ∈ H 2 : hN ∈ K1 ⊂ K 2 } 7DOL HOHPHQWL GHYRQR DSSDUWHQHUH VLFXUDPHQWH D H 2 H FRQWHPSRUDQHDPHQWH D H 1 N LQ TXDQWR DOWULPHQWL QRQ SRWUHEEHUR JHQHUDUH L ODWHUDOL GL K 1 VL RVVHUYL SHU LQFLVR FKH H 1 ⊂ H 1 N 3HUWDQWR VL KD

Φ −1 ( K1 ) ≡ H 2 ∩ H 1 N = H 1 ( H 2 ∩ N ) O·XOWLPR PHPEUR VL RWWLHQH DSSOLFDQGR LO SDVVR 3DVVR 'HILQLDPR OD VHJXHQWH DSSOLFD]LRQH Ψ : H 2 / H 1 → K 2 / K 1 7DOH DSSOLFD]LRQH WUDVIRUPD LO ODWHUDOL GL H 2 / H 1 FKH KDQQR OD IRUPD hH 1 FRQ h ∈ H 2 QHL ODWHUDOL GL K 2 / K 1 FKH KDQQR OD IRUPD kK 1 FRQ k ∈ K 2 LQ FXL ULFRUGDQGR OD GHILQL]LRQH

Φ GL FXL DO SDVVR H OD GHILQL]LRQH GL K 2 YLHQH SRVWR k = Φ(h) = hN 3HUWDQWR L ODWHUDOL GL K 2 / K 1 KDQQR OD IRUPD kK 1 = Φ ( h ) K1 2UD OD DSSOLFD]LRQH Ψ q VXULHWWLYD LQ TXDQWR Φ q VXULHWWLYD H TXLQGL DO YDULDUH GL h ∈ H 2 LQ WXWWL L PRGL VL RWWHQJRQR WXWWL L ODWHUDOL GL k ∈ K 2 H TXLQGL VL RWWHQJRQR DQFKH WXWWL L ODWHUDOL GL K 2 / K 1 ,QROWUH Ψ q XQ RPRPRUILVPR SRLFKp SUHVL GXH HOHPHQWL (h, k ) DSSDUWHQHQWL D H 2 VL KD GHOO·DSSOLFD]LRQH

Ψ ( hH 1 ) Ψ ( kH 1 ) = ( hN ) K 1 ( kN ) K 1 = Φ ( h) K 1Φ ( k ) K 1 = Φ ( h)Φ ( k ) K 1 = Φ ( hk ) K 1 = Ψ ( hkH 1 ) 'HWHUPLQLDPR RUD LO NHUQHO GL Ψ SHU GHILQL]LRQH HVVR q GDWR GDOOD WRWDOLWj GHL ODWHUDOL hH 1 ∈ H 2 / H 1 FKH IRUQLVFRQR O·HOHPHQWR QHXWUR GL K 2 / K 1 FKH q LQGLYLGXDWR GD K 1

Ψ q GHOOD IRUPD Φ ( h) K 1 H TXLQGL SHU RWWHQHUH K 1 QHFHVVDULDPHQWH Φ (h) GHYH HVVHUH XQ HOHPHQWR GL K 1 VWHVVR ,Q DOWUL WHUPLQL JOL HOHPHQWL hH 1 ∈ H 2 / H 1 GHO KerΨ VRQR WDOL FKH Φ ( h ) ∈ K 1 RVVLD VRQR OD 2UD K 1 FRPH FODVVH ODWHUDOH RWWHQXWD

−1

FRQWURLPPDJLQH Φ ( K1 ) ≡ $OORUD VL SXz DIIHUPDUH FKH

H 2 ∩ H 1 N = H 1 ( H 2 ∩ N )

{

}

KerΨ = hH 1 : h ∈ Φ −1 ( K1 ) 6L RVVHUYL LQILQH FKH HVVHQGR Φ OHPPD H SHUWDQWR H 1 LQVLHPH TXR]LHQWH

−1

( K1 ) ≡ H 1 ( H 2 ∩ N ) FL WURYLDPR QHOOH LSRWHVL GHO SUHFHGHQWH

−1

Φ ( K1 ) H L VXRL ODWHUDOL RVVLD LO KerΨ SRVVRQR HVVHUH HVSUHVVL FRPH KerΨ = Φ −1 ( K1 ) / H 1 = H 1 ( H 2 ∩ N ) / H 1

3DVVR 6LDPR DUULYDWL DOOD IDVH FRQFOXVLYD GHOOD GLPRVWUD]LRQH GHO SXQWR 9HULILFKLDPR LO JUXSSR N H q GDWR GDO NHUQHO GL Ψ

N H = KerΨ = Φ −1 ( K1 ) / H 1 ,QIDWWL • VDSSLDPR FKH OL NHUQHO GHJOL RPRPRUILVPL VRQR JUXSSL QRUPDOL GHO GRPLQLR SHUWDQWR VL KD Ψ : H 2 / H 1 → K 2 / K 1 KerΨ H 2 / H 1 •

−1

HVVHQGR KerΨ = Φ ( K1 ) / H 1 VXOO·LVRPRUILVPR VL KD

= H 1 ( H 2 ∩ N ) / H 1 DSSOLFDQGR LO SULPR WHRUHPD

KerΨ = Φ −1 ( K1 ) / H 1 = H 1 ( H 2 ∩ N ) / H 1 = ( H 2 ∩ N ) / H 1 ∩ ( H 2 ∩ N ) KerΨ = Φ −1 ( K1 ) / H 1 = ( H 2 ∩ N ) /( H 1 ∩ N ) = J 2 / J 1 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR GRYH HVVHQGR H 1 ⊂ H 2 H 1 ∩ ( H 2 ∩ N ) = ( H 1 ∩ N )

6FRPSRVL]LRQH GL XQ JUXSSR WUDPLWH VRWWRJUXSSL

6LD G XQ JUXSSR ILQLWR GL RUGLQH Ord (G )

= n g H VLDQR H H K GXH VRWWRJUXSSL GL G GL RUGLQH

ULVSHWWLYDPHQWH Ord ( H ) = n h H Ord ( K ) = nk 'HILQLDPR O·LQVLHPH SURGRWWR WUD L VRWWRJUXSSL H H K FRPH VHJXH HK = {hk : h ∈ H , k ∈ K }

3URSULHWj GHOO·LQVLHPH SURGRWWR

9DOJRQR OH VHJXHQWL SURSULHWj •

H m = H SHU m ≥ 1 FLz VHJXH GLUHWWDPHQWH GDO IDWWR FKH H q XQ VRWWRJUXSSR GL G H

YHUEDOH TXLQGL OD SURSULHWj GL FKLXVXUD

n

m

• VH H 1 q XQ VRWWRJUXSSR GL H VHJXH H 1 H = H SHU n ≥ 1 H m ≥ 1 DQFKH WDOL SURSULHWj VHJXRQR GLUHWWDPHQWH GDOOD SURSULHWj GL FKLXVXUD • VH h ∈ H DOORUD hH = H

7HRUHPD GL FRPPXWD]LRQH

'HWWR G XQ JUXSSR ILQLWR H GHWWL H H K GXH VXRL VRWWRJUXSSL HK q XQ VRWWRJUXSSR GL G VH H VROR VH HK = KH 'LPRVWULDPR OD VXIILFLHQ]D ´FRQGL]LRQH VHµ $ WDOH VFRSR VXSSRQLDPR FKH L VRWWRJUXSSL H H K FRPPXWLQR RVVLD FKH HK = KH ,Q WDOH FDVR YDOH OD SURSULHWj GL FKLXVXUD LQ TXDQWR GHWWL h1 H h2 GXH HOHPHQWL GL H k1 H k 2 GXH HOHPHQWL GL K VL KD

h1 k1 h2 k 2 ∈ ( HK )( HK )

VH HK

= KH VHJXH ( HK )( HK ) = ( KH )( HK ) GD FXL h1k1h2 k 2 = k1 h, 1 h2 k 2 = h k 1k 2 = hk ∈ HK , h∈H

k∈K

,QROWUH HVLVWH O·HOHPHQWR QHXWUR e ∈ HK LQ TXDQWR H H K HVVHQGR VRWWRJUXSSL GL G FRQWHQJRQR HQWUDPEL O·HOHPHQWR QHXWUR GL G (G LQILQH HVLVWH O·HOHPHQWR LQYHUVR GL RJQL HOHPHQWR GL HK ,QIDWWL VH h1 k1 ∈ HK VHJXH

(h1k1 )(h1k1 ) −1 = h1 k1k1−1 h1−1 = h1h1−1 = e e

H SHUWDQWR O·LQYHUVR GL ( h1 k1 ) q GDWR GD

(h1k1 ) −1 LQ TXDQWR (h1k1 ) −1 = k1−1h1−1 ∈ HK FRQ

h1−1 ∈ H H k1−1 ∈ K 5LVXOWD SHUWDQWR FRQFOXVD OD GLPRVWUD]LRQH GHOOD FRQGL]LRQH VXIILFLHQWH 'LPRVWULDPR OD QHFHVVLWD ´FRQGL]LRQH VROR VHµ 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR $ WDOH VFRSR VXSSRQLDPR FKH HK VLD XQ VRWWRJUXSSR GL G &RQVLGHULDPR L VHJXHQWL GXH HOHPHQWL h ∈ H H k ∈ K VLFFRPH HK q XQ VRWWRJUXSSR GL G

(hk ) −1 ∈ HK k −1 h −1 ∈ HK

H

h −1 ∈ H k −1 ∈ K k −1h −1 ∈ KH $OORUD DEELDPR GLPRVWUDWR FKH ILVVDWR FRPXQTXH XQ HOHPHQWR GL GHOO·HOHPHQWR LQYHUVR SXz VHPSUH HVVHUH PHVVR QHOOD IRUPD (hk )

KH H TXLQGL

−1

HK FKH SHU O·HVLVWHQ]D

WDOH HOHPHQWR DSSDUWLHQH D

HK ⊂ KH

9LFHYHUVD LQ PRGDOLWj DQDORJD D TXDQWR YLVWR VRSUD ILVVDWR XQ TXDOVLDVL HOHPHQWR (kh) VHJXH (kh)

−1

(VVHQGR HK

−1

∈ KH

= h −1k −1 ∈ HK H SHUWDQWR

KH ⊂ HK ⊂ KH H KH ⊂ HK VL SXz FRQFOXGHUH FKH HK = KH

5LVXOWD SHUWDQWR FRQFOXVD OD GLPRVWUD]LRQH GHOOD FRQGL]LRQH QHFHVVDULD

7HRUHPD GHO SURGRWWR

'HWWR •

G XQ JUXSSR ILQLWR GL RUGLQH Ord (G ) = n g

• H H K GXH VRWWRJUXSSL GL G GL RUGLQH ULVSHWWLYDPHQWH Ord ( H ) = n h H Ord ( K ) = nk •

T = H ∩ K LO VRWWRJUXSSR GL G RWWHQXWR GDOO·LQWHUVH]LRQH WUD H H K GL RUGLQH Ord (T ) = nt

,O QXPHUR GHJOL HOHPHQWL GHO SURGRWWR JUXSSL VRSUD GHILQLWL

HK q GDWR GD 9DOH OD VHJXHQWH UHOD]LRQH WUD JOL RUGLQL GHL

nh nk Ord ( H )Ord ( K ) RVVLD nt Ord (T ) 3URFHGLDPR DOOD GLPRVWUD]LRQH T ULVXOWD HVVHUH XQ VRWWRJUXSSR GL H SHUWDQWR H SXz HVVHUH VFRPSRVWR WUDPLWH L ODWHUDOL VLQLVWUL GL T H = {h1T , h2T ,....hl T } RSSXUH XWLOL]]DQGR DOWUD QRWD]LRQH l

H = ∪ hi T i =i

5LFRUGDQGR FKH L ODWHUDOL KDQQR OR VWHVVR QXPHUR GL HOHPHQWL GL T VL KD Ord ( H ) = lOrd (T ) RVVLD nh = nt l GD FXL

l=

nh nt

2UD VL KD

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR l

l

i =i

i =i

HK = ∪ hi TK = ∪ hi K LQ TXDQWR HVVHQGR T ⊂ K TK = K SHU OH SURSULHWj GHOO·LQVLHPH SURGRWWR 6L RVVHUYL LQROWUH FKH • RJQXQR GHJOL l LQVLHPL hi K KD n k = Ord (T ) HOHPHQWL • RJQL FRSSLD GL LQVLHPL hi K H h j K FRQ i ≠ j q GLVJLXQWD LQIDWWL VH IRVVH hi k s −1

VHJXH FKH h j

= h j kr

hi = k s k r−1 ∈ T GD FXL hi T = h j T FRVD DVVXUGD SHU OH SURSULHWj GHJOL LQVLHPL

ODWHUDOL 3RVVLDPR DOORUD FRQFOXGHUH HYLGHQ]LDQGR FKH LO QXPHUR GHJOL HOHPHQWL GHO SURGRWWR HK q GDWR GD

nk l =

nh nk nt

/HPPD

6LD G XQ JUXSSR ILQLWR H VLD H XQ VXR VRWWRJUXSSR 9DOH TXDQWR VHJXH GRYH K = gHg 'LPRVWUD]LRQH

−1

∀g ∈ G K = gHg −1 ≈ H

{

}

= ghg −1 : h ∈ H SHU g ∈ G ILVVDWR

K = gHg −1 ULVXOWD XQ VRWWRJUXSSR GL G LQ TXDQWR • FRQWLHQH O·HOHPHQWR QHXWUR SRLFKp e ∈ H HG e

= geg −1

• RJQL HOHPHQWR GL K KD XQ HOHPHQWR LQYHUVR LQ TXDQWR GHWWR k HOHPHQWR GL K VL KD ( ghg

−1

= ghg −1 FRQ h ∈ H XQ

)( gh −1 g −1 ) = e GD FXL gh −1 g −1 = k −1 ∈ K

• YDOH OD SURSULHWj GL FKLXVXUD SRLFKp k1

= gh1 g −1 ∈ K H k 2 = gh2 g −1 ∈ K FRQ h1 ∈ H H

h2 ∈ H VHJXH k1k 2 = gh1 g −1 gh2 g −1 = gh1h2 g −1 ∈ K 'HILQLDPR RUD OD VHJXHQWH DSSOLFD]LRQH ELXQLYRFD

Φ : H → gHg −1 −1

−1

FKH DVVRFLD DG RJQL h ∈ H XQ k = ghg = Φ (h) ∈ gHg 3HU GLPRVWUDUH FKH OD FRUULVSRQGHQ]D q ELXQLYRFD EDVWD RVVHUYDUH FKH −1

−1

• VH Φ ( h1 ) = Φ ( h2 ) VHJXH gh1 g = gh2 g GD FXL h1 = h2 SHUWDQWR O·DSSOLFD]LRQH q LQLHWWLYD • O·DSSOLFD]LRQH q LQROWUH VXULHWWLYD SHU LO PRGR LQ FXL q VWDWD GHILQLWD 9HULILFKLDPR RUD FKH OD Φ LQGLYLGXD XQ RPRPRUILVPR ,QIDWWL

Φ(h1h2 ) = gh1h2 g −1 = ( gh1 g −1 )( gh2 g −1 ) = Φ(h1 )Φ(h2 ) 3HUWDQWR HVVHQGR O·DSSOLFD]LRQH Φ XQ RPRPRUILVPR ELLHWWLYR ULVXOWD HVVHUH XQ LVRPRUILVPR H −1 TXLQGL YDOH gHg ≈ H SHU TXDOVLDVL g ∈ G

6LD •

7HRUHPD GL VFRPSRVL]LRQH GL )UREHQLXV

G XQ JUXSSR ILQLWR GL RUGLQH Ord (G ) = n g H g i ∈ G XQ HOHPHQWR GHO JUXSSR

• H H K GXH VRWWRJUXSSL GL G GL RUGLQH ULVSHWWLYDPHQWH Ord ( H )

3DJ

= n h H Ord ( K ) = nk


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR

Ti = g i−1 Hg i ∩ K LO VRWWRJUXSSR GL G RWWHQXWR GDOO·LQWHUVH]LRQH WUD H H K GL RUGLQH Ord (Ti ) = ni

6LD Fi = Hg i K XQ LQVLHPH FRVu GHILQLWR

Fi = Hg i K = {g ∈ G : hg i k , h ∈ H , k ∈ K } 9DOH DOORUD OD VHJXHQWH VFRPSRVL]LRQH GHO JUXSSR G l

G = ∪ Hg i K i=i

HG LQROWUH l

nh n k i =1 ni

ng = ¦

'LPRVWUD]LRQH &RQVLGHULDPR GXH LQVLHPL Hg1K H HgK FRQ g ∈ G VH Hg 1 K = HgK VHJXH ∀h ∈ H , ∀k ∈ K hg1 k = hgk g1 = g SHU OD SURSULHWj GL VHPSOLILFD]LRQH $OORUD L GXH LQVLHPL Hg1K H HgK VRQR GLVJLXQWL 3HUWDQWR SRVVLDPR SURFHGHUH DG XQD VFRPSRVL]LRQH GHJOL HOHPHQWL GHO JUXSSR LQ LQVLHPL GHO WLSR Hg1K ,QIDWWL FRQVLGHULDPR XQ HOHPHQWR g1 ∈ G FKH GHWHUPLQD Hg1K VH Hg1K KD HVDXULWR WXWWL JOL HOHPHQWL GL G OD VFRPSRVL]LRQH q WHUPLQDWD DOWULPHQWL HVLVWH XQ HOHPHQWR g 2 ∈ G WDOH FKH g 2 ∉ Hg 1 K H SRVVLDPR GHILQLUH X DOWUR LQVLHPH Hg 2 K H FRVu YLD ILQR DO ULFRSULPHQWR GL WXWWL JOL HOHPHQWL GL G 5LVXOWD FRVu GLPRVWUDWR FKH l

G = ∪ Hg i K i =i

9DOXWLDPR RUD LO QXPHUR GL HOHPHQWL GHOO·LQVLHPH Fi = Hg i K s

Fi = Hg i K DYUj s HOHPHQWL GD FXL Fi = Hg i K = ∪ f i j j =i

s

2UD VL FRQVLGHUL

g i−1 Hg i K = ∪ g i−1 f i j WDOH LQVLHPH KD HVDWWDPHQWH s HOHPHQWL GLVWLQWL LQ TXDQWR j =i

VH IRVVH

g i−1 f i j

=

g i−1 f i r

j

r

VHJXH f i = f i

−1

−1

2UD g i Hg i K = ( g i Hg i ) K SXz HVVHUH SHQVDWR FRPH LO SURGRWWR GL GXH LQVLHPL • O·LQVLHPH K −1

• O·LQVLHPH g i Hg i FKH SHU TXDQWR GLPRVWUDWR QHO SUHFHGHQWH OHPPD ULVXOWD LVRPRUIR D H H TXLQGL KD nh HOHPHQWL −1

3HU LO WHRUHPD GHO SURGRWWR LO QXPHUR GL HOHPHQWL GL g i Hg i K q GDWR DOORUD GD ( ULFRUGDQGR FKH •

Fi = Hg i K H g i−1 Hg i K KDQQR OR VWHVR QXPHUR GL HOHPHQWL 3DJ

nh nk ni


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR l

G = ∪ Hg i K i =i

l

VL SXz FRQFOXGHUH FKH n g

nh n k i =1 ni

5HOD]LRQH GL FRQLXJLR WUD JOL HOHPHQWL GL XQ JUXSSR 6LD G XQ JUXSSR GXH HOHPHQWL (h, k ) ∈ G VL GLFRQR FRQLXJDWL VH HVLVWH DOPHQR XQ HOHPHQWR g ∈ G WDOH FKH

k = ghg −1 ⇔ kg = hg ,Q VRVWDQ]D GXH HOHPHQWL VRQR FRQLXJDWL VH HVLVWH XQ HOHPHQWR GHO JUXSSR FKH JOL SHUPHWWH GL SHUPXWDUH 6L RVVHUYL FKH k ROWUH DG HVVHUH FRQLXJDWR FRQ h SRWUHEEH DQFKH HVVHUH FRQLXJDWR FRQ XQ DOWUR

g~ ∈ G WDOH FKH k = g~ l~ g −1 ~ L TXDOL LQ JHQHUDOH /D GHILQL]LRQH GL FRQLXJLR QRQ LPSRQH O·XJXDJOLDQ]D GHJOL HOHPHQWL g H g

HOHPHQWR l ∈ G ,Q TXHVWR FDVR VL DYUHEEH O·HVLVWHQ]D GL XQ HOHPHQWR VDUDQQR GLYHUVL WUD ORUR

,O FRQLXJLR FRPH UHOD]LRQH GL HTXLYDOHQ]D 'LPRVWULDPR FKH LO FRQLXJLR q XQD UHOD]LRQH GL HTXLYDOHQ]D YHULILFDQGR OH WUH SURSULHWj VLPPHWULFD ULIOHVVLYD H WUDQVLWLYD ,QIDWWL VLDQR (h, k , l ) ∈ G YDOH •

3URSULHWj ULIOHVVLYD RJQL HOHPHQWR h q FRQLXJDWR FRQ VH VWHVVR ,Q TXHVWR FDVR O·HOHPHQWR g ≡ e HOHPHQWR QHXWUR GL G HVVHQGR he = eh

3URSULHWj VLPPHWULFD VH h q FRQLXJDWR FRQ k WUDPLWH O·HOHPHQWR g ∈ G DOORUD DQFKH k q FRQLXJDWR FRQ h WUDPLWH O·HOHPHQWR

g −1 ∈ G ,QIDWWL SHU LSRWHVL HVLVWH g ∈ G WDOH FKH

k = ghg −1 h = g −1kg 3URSULHWj WUDQVLWLYD VH h q FRQLXJDWR FRQ k H k q FRQLXJDWR FRQ l DOORUD h q FRQLXJDWR −1 ~kg~ −1 VHJXH l = ( g~g )h( g −1 g~ −1 ) = ( g~g )h( g~g ) −1 FRQ l ,QIDWWL k = ghg H l = g

/H FODVVL GL HTXLYDOHQ]D LQGRWWH GDOOD UHOD]LRQH GL FRQLXJLR GHWHUPLQDQR XQD SDUWL]LRQH GHJOL HOHPHQWL GL XQ JUXSSR FKH SRVVRQR TXLQGL HVVHUH VXGGLYLVL LQ FODVVL GL FRQLXJLR /D FODVVH GL HTXLYDOHQ]D FRUULVSRQGHQWH DOO·HOHPHQWR QHXWUR FRQWLHQH VROR WDOH HOHPHQWR −1

1HO FDVR GHL JUXSSL DEHOLDQL VH h q FRQLXJDWR FRQ k VHJXH k = ghg k = gg 3HUWDQWR RJQL FODVVH GL FRQLXJLR GL XQ JUXSSR DEHOLDQR FRQWLHQH XQ VROR HOHPHQWR

−1

h = eh = h

,O FRQFHWWR GL FHQWUDOL]]DQWH H GL FHQWUR 6L GHILQLVFH FHQWUDOL]]DQWH GL XQ HOHPHQWR k ∈ G O·LQVLHPH GHILQLWR FRPH VHJXH

{

}

C (k ) = g ∈ G : k = gkg −1 ,O FHQWUDOL]]DQWH C (k ) q XQ VRWWRJUXSSR GL G LQ TXDQWR •

&KLXVXUD VLDQR ( g 1 , g 2 ) ∈ C (k )

−1 −1 g1 g 2 k ( g1 g 2 ) −1 = g1 ( g 2 kg 2 ) g1 =∈ C (k )

k

(VLVWHQ]D GHOO·HOHPHQWR QHXWUR k = eke

(VLVWHQ]D GHOO·LQYHUVR g ∈ C (k )

−1

= k e ∈ C (k )

k = gkg −1 k = g −1kg g −1 ∈ C (k )

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR 6L GHILQLVFH FHQWUR GL XQ JUXSSR G O·LQVLHPH GHILQLWR FRPH VHJXH

Z (G ) = {g ∈ G : gk = kg , ∀k ∈ G} ,O FHQWUR Z (G ) q XQ VRWWRJUXSSR DEHOLDQR QRUPDOH GL G.

3URFHGLDPR FRPH DO VROLWR D YHULILFDUH OH SURSULHWj GL VRWWRJUXSSR • &KLXVXUD VLDQR ( g 1 , g 2 ) ∈ Z (G ) −1 −1 ∀k = G g1 g 2 k ( g1 g 2 ) −1 = g1 ( g 2 kg 2 ) g1 =∈ Z (G )

k

(VLVWHQ]D GHOO·HOHPHQWR QHXWUR ∀k = G k = eke

(VLVWHQ]D GHOO·LQYHUVR g ∈ Z (G )

−1

= k e ∈ Z (G)

∀k = G k = gkg −1 k = g −1kg g −1 ∈ Z (G )

,O IDWWR FKH Z (G ) VHJXH GDOOD GHILQL]LRQH VWHVVD GL FHQWUR SRLFKp L VXRL HOHPHQWL FRPPXWDQR FRQ WXWWL JOL HOHPHQWL GL G H TXLQGL FRPPXWDQR DQFKH WUD ORUR 9HULILFKLDPR RUD FKH Z (G ) G RVVLD VH g ∈ G HVLVWH h ∈ Z (G ) WDOH FKH ghg SHU GHILQL]LRQH h FRQ RJQL HOHPHQWR GL G GD FXL VHJXH gh =

hg = h = ghg

−1

−1

∈ Z (G ) ,QIDWWL

∈ Z (G )

/HJDPH WUD FHQWUDOL]]DQWH H FHQWUR

,O FHQWUDOL]]DQWH C (k ) GHILQLVFH O·LQVLHPH GHJOL HOHPHQWL GL G FKH FRPPXWDQR FRQ k PHQWUH LO FHQWUR

Z (G) GHILQLVFH O·LQVLHPH GHJOL HOHPHQWL GL G FKH FRPPXWDQR FRQ RJQL DOWUR HOHPHQWR GL

G

3HUWDQWR VH k ∈ Z (G ) HVVR FRPPXWD FRQ WXWWL JOL HOHPHQWL YLFHYHUVD

g ∈ G GD FXL VHJXH FKH C (k ) ≡ G H

k ∈ Z (G ) ⇔ C (k ) ≡ G

1HO FDVR GHL JUXSSL DEHOLDQL •

k = gkg −1 gk = gk ∀g ∈ G C (k ) = G ∀k ∈ G LQIDWWL QHO FDVR GHL JUXSSL

DEHOLDQR WXWWL JOL HOHPHQWL GL JUXSSR VRQR FRPPXWDWLYL Z (G) ≡ G

/·HTXD]LRQH GL FODVVH GL XQ JUXSSR ILQLWR

,QGLFKLDPR FRQ n( ki ) LO QXPHUR GL HOHPHQWL GHOOD FODVVH GL FRQLXJLR UDSSUHVHQWDWD GD k i ∈ G 6LFFRPH JOL HOHPHQWL GL XQ JUXSSR VL SRVVRQR SDUWL]LRQDUH LQ FODVVL GL FRQLXJLR DYUHPR GHWWR r LO QXPHUR GL WDOL FODVVL VL KD r

Ord (G ) = ¦ n(k i ) i =1

Z (G) q XQ VRWWRJUXSSR DEHOLDQR GL G OH VXH FODVVL VRQR FRVWLWXLWH GD XQ VROR HOHPHQWR RVVLD RJQL HOHPHQWR GL Z (G) q FDUDWWHUL]]DWR GDOO·DSSDUWHQHUH DG XQD FODVVH GL FRQLXJLR

2VVHUYDQGR FKH

FRVWLWXLWD VROR GD VH VWHVVR $OORUD VL SXz SRUUH r

Ord (G ) = Ord [Z (G )] + ¦ n(k i ) i =1

GRYH TXHVWD YROWD OD VRPPDWRULD GHYH LQWHQGHUVL DSSOLFDWD DOOH FODVVL UHODWLYH DJOL HOHPHQWL GHOO·LQVLHPH G − Z (G )

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR

1XPHUR GL HOHPHQWL GL XQD FODVVH GL FRQLXJLR

&HUFKLDPR RUD GL GHWHUPLQDUH LO QXPHUR n(k ) GHJOL HOHPHQWL GHOOD FODVVH GL FRQLXJLR GL k ∈ G LQ IXQ]LRQH GHJOL RUGLQL GHO JUXSSR G H GHO FHQWUDOL]]DQWH C (k ) $ WDOH VFRSR VL SRQJD n = Ord (G ) G = {g1 , g 2 ,...., g n } • • •

m = Ord[C (k )] C (k ) = {g1,k , g 2,k ,...., g m,k }

LS C ( k ) = {g1C (k ), g 2 C (k ),...., g s C (k )} LQVLHPH GHL ODWHUDOL VLQLVWUL GHO FHQWUDOL]]DQWH C (k ) LQ FXL s LQGLFD LO QXPHUR GL ODWHUDOL

6L ULFRUGD FKH JOL HOHPHQWL GL XQ JUXSSR SRVVRQR HVVHUH SDUWL]LRQDWL QHL GLYHUVL ODWHUDOL H TXLQGL RJQL HOHPHQWR GL G DSSDUWLHQH DG XQ VROR ODWHUDOH g i C (k ) 3RLFKp Ord [C (k )] = m VHJXH

n = ms s =

n Ord (G ) = m Ord [C (k )]

,Q DOWUL WHUPLQL LO QXPHUR GL ODWHUDOL VLQLVWUL q GDWR GDOO·LQGLFH GHO FHQWUDOL]]DQWH C (k ) QHO JUXSSR

G 6L GHILQLVFDQR RUD OH VHJXHQWL TXDQWLWj

{

}

g i C (k ) g i−1 = ( g i g1,k )k ( g i g1,k ) −1 , ( g i g 2,k )k ( g i g 2,k ) −1 ,...., ( g i g m,k )k ( g i g m,k ) −1 SHU i = 1..n −1 9DOXWLDPR LO JHQHULFR HOHPHQWR GL g i C ( k ) g i ( g i g j ,k )k ( g i g j ,k ) −1 = g i ( g j ,k kg −j ,1k ) g i−1 = g i kg i−1 SHU j = 1..m

>g

−1 j , k kg j ,k

= k SRLFKp g

k −1 j , k ∈ C ( k ) H g i kg i q LO FRQLXJDWR GHOO·HOHPHQWR k

∈ G FRQ g i ∈ G @

−1

$OORUD SRVVLDPR FRQFOXGHUH FKH g i C ( k ) g i FRLQFLGH FRQ XQ VROR HOHPHQWR H SUHFLVDPHQWH FRQ LO −1

FRQLXJDWR g i kg i

{

}

g i C (k ) g i−1 = g i kg i−1 1RWLDPR RUD FKH VH g l ∈ g i C (k ) VHJXH g l

= g i g l ,k FRQ l ∈ [1, m] GD FXL

g l kg l−1 = g i g l ,k k ( g i g l ,k ) −1 = g i ( g l ,k kg l−,k1 ) g i−1 = g i kg i−1

k

RVVLD L FRQLXJDWL GL HOHPHQWL DSSDUWHQHQWL DG XQR VWHVVR ODWHUDOH FRLQFLGRQR 6L RVVHUYL TXLQGL FKH • RJQL ODWHUDOH VLQLVWUR SXz HVVHUH PHVVR LQ FRUULVSRQGHQ]D ELXQLYRFD FRQ XQ HOHPHQWR

g i C (k ) g i−1 g i C (k ) ↔ g i C (k ) g i−1 i = 1..s •

−1

RJQL LQVLHPH g i C ( k ) g i q LQ FRUULVSRQGHQ]D ELXQLYRFD FRQ XQ VROR HOHPHQWR FRQLXJDWR FRQ k LQ TXDQWR FRLQFLGH FRQ WDOH HOHPHQWR

3HUWDQWR VL SXz FRQFOXGHUH FKH LQ QXPHUR GL HOHPHQWL GHOOD FODVVH GHJOL HOHPHQWL FRQLXJDWL FRQ k q SDUL DO QXPHUR GHL ODWHUDOL VLQLVWUL GHO FHQWUDOL]]DQWH C (k ) FKH DEELDPR YLVWR q GDWR GDOO·LQGLFH GHO FHQWUDOL]]DQWH C (k ) QHO JUXSSR G 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR

s=

n Ord (G ) = n( k ) = m Ord [C (k )]

2VVHUYD]LRQH /·HTXD]LRQH GL FODVVH GHO JUXSSR G JUD]LH DO ULVXOWDWR SUHFHGHQWH DVVXPH OD VHJXHQWH IRUPD r

r

Ord (G ) i =1 Ord [C ( k i )]

Ord (G ) = ¦ n(k i ) Ord (G ) = ¦ i =1

'D FXL VHJXH

r

1 i =1 Ord [C ( k i )]

1= ¦ ,O FRQFHWWR GL QRUPDOL]]DQWH

6LD G XQ JUXSSR ILQLWR H VLD H XQ VXR VRWWRJUXSSR 6L GHILQLVFH 1RUPDOL]]DQWH GL H LO VHJXHQWH VRWWRLQVLHPH

{

}

N ( H ) = g ∈ G : gHg −1 = H

−1

,Q DOWUL WHUPLQL N (H ) LQGLYLGXD XQ VRWWRLQVLHPH GL G FKH ODVFLD LQ H LO SURGRWWR gHg JHQHUDOL]]DQGR LO FRQFHWWR GL FHQWUDOL]]DQWH DO FDVR GL XQ VRWWRJUXSSR LQYHFH FKH GL XQ VLQJROR HOHPHQWR GL G 'LPRVWULDPR RUD FKH LO QRUPDOL]]DQWH N (H ) q XQ VRWWRJUXSSR GL G ,QIDWWL • O·HOHPHQWR QHXWUR e DSSDUWLHQH D N (H ) LQ TXDQWR eHe = H

g ∈ N (H )

g −1 ∈ N ( H )

VH

g −1 gHg −1 g = g −1 Hg = H VH g1 ∈ N ( H )

VHJXH

LQ

TXDQWR

GD

g 2 ∈ N ( H )

gHg −1 = H

VHJXH VHJXH

( g1 g 2 ) H ( g1 g 2 ) −1 = g1 ( g 2 Hg 2−1 ) g1−1 = g1 Hg1−1 = H H TXLQGL g1 g 2 ∈ N ( H ) SHU FXL

=H

YDOH OD SURSULHWj GL FKLXVXUD

*UXSSL FRQLXJDWL 6LD G XQ JUXSSR ILQLWR H VLDQR H H K GXH VXRL VRWWRJUXSSL −1

, VRWWRJUXSSL H H K VL GLFRQR FRQLXJDWL VH K = gHg SHU DOPHQR XQ g ∈ G 5LFRUGLDPR FKH QHO SDUDJUDIR UHODWLYR DOOD VFRPSRVL]LRQH GL XQ JUXSSR LQ VRWWRJUXSSL DEELDPR GLPRVWUDWR XQ OHPPD FKH VWDELOLVFH XQD UHOD]LRQH GL LVRPRUILVPR WUD GXH JUXSSL FRQLXJDWL RVVLD

K = gHg −1 ≈ H 3HUWDQWR GXH JUXSSL FRQLXJDWL FRLQFLGRQR SHU LVRPRUILVPR HG KDQQR OR VWHVVR RUGLQH &RVu FRPH QHO FDVR GL HOHPHQWL FRQLXJDWL DQFKH L JUXSSL FRQLXJDWL VRQR WUD ORUR HTXLYDOHQWL QHO VHQVR FKH OD FRQLXJD]LRQH WUD JUXSSL LQGLYLGXD XQD UHOD]LRQH GL HTXLYDOHQ]D 3HUWDQWR VL SRVVRQR GHILQLUH OH FODVVL GL HTXLYDOHQ]H GHL JUXSSL FRQLXJDWL FKH FKLDPHUHPR FODVVH GL FRQLXJLR WUD JUXSSL

/HJDPH GL QRUPDOLWj WUD XQ JUXSSR HG LO VXR QRUPDOL]]DQWH

6LD S XQ VRWWRJUXSSR GL XQ JUXSSR G H VLD N (S ) LO QRUPDOL]]DQWH GL S $OORUD S q VRWWRJUXSSR QRUPDOH GL N (S ) RVVLD S N (S ) 'LPRVWUD]LRQH $EELDQR JLj GLPRVWUDWR FKH N (S ) q XQ VRWWRJUXSSR GL G PHQWUH S q XQ VRWWRJUXSSR GL G SHU LSRWHVL 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR ,QROWUH S ULVXOWD HVVHUH XQ VRWWRJUXSSR GL N (S ) LQ TXDQWR SHU GHILQL]LRQH GL QRUPDOL]]DQWH

∀g ∈ N (S ) VHJXH gSg −1 = S 2UD VH

g ∈ S gSg −1 = S SHU OD SURSULHWj GL FKLXVXUD GL S 4XDQWR VRSUD RVVHUYDWR LPSOLFD DOORUD FKH VH g ∈ S DOORUD g ∈ N (S ) S ⊂ N (S ) 3RVVLDPR SHUWDQWR DIIHUPDUH FKH S q XQ VRWWRJUXSSR GL N (S ) 6H RUD RVVHUYLDPR FKH ∀g ∈ N (S ) VHJXH gSg FKH

−1

= S VHJXH OD QRUPDOLWj GL S VX N (S ) RVVLD VHJXH

S N (S )

( FLz FRPSOHWD OD GLPRVWUD]LRQH GHO OHPPD

1XPHUR GL HOHPHQWL GL XQD FODVVH GL FRQLXJLR WUD JUXSSL

)LVVDWR XQ VRWWRJUXSSR H GHO JUXSSR G VL YXROH GHWHUPLQDUH LO QXPHUR GL VRWWRJUXSSL G FRQLXJDWL FRQ H $ WDOH VFRSR VL SXz SURFHGHUH VYLOXSSDQGR XQD GLPRVWUD]LRQH LGHQWLFD D TXHOOD HIIHWWXDWD QHO SDUDJUDIR UHODWLYR DOOD GHWHUPLQD]LRQH GHO QXPHUR GL HOHPHQWL GL XQD FODVVH GL FRQLXJLR SHU XQ HOHPHQWR VRVWLWXHQGR DOOD FHQWUDOL]]DQWH C (k ) LO QRUPDOL]]DQWH N ( H ) $OORUD LQGLFKLDPR RUD FRQ c H LO QXPHUR GHL VRWWRJUXSSL FRQLXJDWL FRQ H VL KD

cH =

Ord (G ) Ord [ N ( H )]

RVVLD LO QXPHUR GL JUXSSL FRQLXJDWL DO JUXSSR H q SDUL DOO·LQGLFH LQ G GHO QRUPDOL]]DQWH N ( H )

2VVHUYD]LRQL

3ULPD RVVHUYD]LRQH 2JQL HOHPHQWR GL G GHYH QHFHVVDULDPHQWH DSSDUWHQHUH DG XQ QRUPDOL]]DQWH GL XQR GHL VRWWRJUXSSL FRQLXJDWL DG XQ VRWWRJUXSSR GDWR H ,QIDWWL VLD T

= gHg −1 FRQ g ∈ G VH t ∈ N (T ) VHJXH T = tTt −1 GD FXL T = (tg ) H (tg ) −1

2UD VH

K q FRQLXJDWR DG H WUDPLWH O·HOHPHQWR g ∈ G RVVLD VH K = gHg −1 DOORUD g ∈ N (T ) −1

GRYH T = ( gg ) H ( gg ) 6HFRQGD RVVHUYD]LRQH 6H H G DOORUD N ( H ) ≡ G H YLFHYHUVD 3HUWDQWR LO QRUPDOL]]DQWH GHILQLVFH XQD VRUWD GL JUDGR GL QRUPDOLWj GHO VRWWRJUXSSR H D FXL VL ULIHULVFH QHO VHQVR FKH XQ VRWWRJUXSSR H QRUPDOH GL G q LO FDVR OLPLWH LQ FXL LO QRUPDOL]]DQWH FRLQFLGH FRQ WXWWR LO JUXSSR G

7HRUHPL VXL VRWWRJUXSSL GL XQ JUXSSR ILQLWR 5LFRUGLDPR LO WHRUHPD GL /DJUDQJH FKH VWDELOH FKH O·RUGLQH GL XQ VRWWRJUXSSR GL XQ JUXSSR ILQLWR GLYLGH O·RUGLQH GHO JUXSSR VWHVVR ,Q JHQHUDOH QRQ q YHUR LO YLFHYHUVD RVVLD QRQ q GHWWR FKH XQ VRWWRLQVLHPH GL XQ JUXSSR FKH FRQWLHQH XQ QXPHUR GL HOHPHQWL FKH GLYHGH O·RUGLQH GHO JUXSSR VLD DQFKH XQ VRWWRJUXSSR GL WDOH JUXSSR (VLVWRQR SHUz GHL WHRUHPL FKH VWDELOLVFR GHL OHJDPL WUD FRQ OD 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR GLYLVLELOLWj GHOO·RUGLQH GL XQ JUXSSR GDWR SHU GHWHUPLQDUQH DOFXQL WLSL GL VRWWRJUXSSL 3ULPD GL SURFHGHUH DOO·DQDOLVL GL WDOL WHRUHPL GHILQLDPR DOFXQL SDUWLFRODUL WLSL GL VRWWRJUXSSL

SB JUXSSL H SB VRWWRJUXSSL H SB VRWWRJUXSSL GL 6\ORZ 6LD G XQ JUXSSR ILQLWR GL RUGLQH n (VVHQGR O·RUGLQH GL XQ JUXSSR XQ QXPHUR LQWHUR FKH QH HVSULPH LO QXPHUR GL HOHPHQWL WDOH RUGLQH SXz HVVHUH VFRPSRVWR QHO SURGRWWR GL QXPHUL SULPL

Ord (G ) = n = p1k1 p 2k2 .... plkl GRYH •

pi SHU i = 1..l VRQR QXPHUL SULPL

k i SHU i = 1..l VRQR QXPHUL LQWHUL 1DWXUDOPHQWH VH n q XQ QXPHUR SULPR RVVLD VH LO JUXSSR G q SULPR OD VFRPSRVL]LRQH VL IHUPD DO •

SULPR WHUPLQH FRQ HVSRQHQWH SDUL DG XQR

SBJUXSSL H S VRWWRJUXSSL 6LD

p XQ QXPHUR SULPR VL GLFH p k FRQ k LQWHUR

S JUXSSR XQ JUXSSR ILQLWR GL RUGLQH

S VRWWRJUXSSR GL XQ JUXSSR ILQLWR G XQ VRWWRJUXSSR GL G GL RUGLQH

p k FRQ k LQWHUR

1DWXUDOPHQWH QHOOD GHILQL]LRQH GL S VRWWRJUXSSR 9HGLDPR SHU LQFLVR XQ LQWHUHVVDQWH WHRUHPD

p k GHYH GLYLGHUH Ord (G)

7HRUHPD GL DEHOLDQLWj GHL JUXSSL GL RUGLQH

6H G XQ S JUXSSR GL RUGLQH

p2

p 2 FRQ p QXPHUR SULPR DOORUD G ULVXOWD DEHOLDQR

,QIDWWL LO FHQWUR Z (G ) q XQ VRWWRJUXSSR GL G H SHUWDQWR GHYH DYHUH RUGLQH 6XSSRQLDPR FKH Ord [ Z (G )] =

p RSSXUH p 2

p 2 Z (G ) ≡ G

(VVHQGR Z (G ) VHJXH FKH G q DEHOLDQR H OD GLPRVWUD]LRQH q FRQFOXVD 6XSSRQLDPR FKH Ord[ Z (G )] = p &RQVLGHULDPR O·HTXD]LRQH GHOOH FODVVL r

Ord (G ) Ord [ C ( k )] i i =1

Ord (G ) = Ord [ Z (G )] + ¦ 'D FXL VHJXH

r 1 p2 p = 1 + pα GRYH VL q SRVWR α = ¦ i =1 Ord [C ( k i )] i =1 Ord [C ( k i )]

r

p2 = p + ¦ 3URFHGHQGR VL KD

p=

1 1−α

3HU α = 0 VL KD p = 1 H SHUWDQWR VL RWWLHQH LO FDVR EDQDOH G = {e} FKH ULVXOWD DEHOLDQR $OWUL YDORU GL α QRQ VRQR DPPLVVLELOL LQ TXDQWR p q XQ QXPHUR LQWHUR SULPR

S VRWWRJUXSSL GL 6\ORZ k

k

k

6LD G XQ JUXSSR ILQLWR GL RUGLQH Ord (G ) = n = p1 1 p 2 2 .... pl l H VLD H XQ pi VRWWRJUXSSR GL G GRYH i ∈ {1,2,...l }

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR k

$OORUD XQ pi VRWWRJUXSSR GL 6\ORZ GL G q XQ VRWWRJUXSSR GL RUGLQH p i i RVVLD q XQ pi k

VRWWRJUXSSR LQ FXL O·HVSRQHQWH k i q LO SL JUDQGH HVSRQHQWH SRVVLELOH SHU FXL p i i GLYLGH Ord (G ) k +1

k

LQ DOWUL WHUPLQL p i i GLYLGH Ord (G ) PHQWUH pi i

QRQ GLYLGH Ord (G )

2VVHUYD]LRQH

1DWXUDOPHQWH O·HVLVWHQ]D GHL S VRWWRJUXSSL GL 6\ORZ FRVu FRPH O·HVLVWHQ]D GHL S VRWWRJUXSSL QRQ q SHU QLHQWH VFRQWDWD H VDUj O·RJJHWWR GHL VXFFHVVLYL WHRUHPL FKH DQGUHPR D GLPRVWUDUH

7HRUHPD GL &DXFK\ 6LD G XQ JUXSSR ILQLWR GL RUGLQH Ord (G )

= n H VLD p XQ QXPHUR SULPR FKH GLYLGH Ord (G)

p RVVLD ∃g ∈ G WDOH FKH g p = e H WDOH HOHPHQWR JHQHUD XQ S VRWWRJUXSSR SULPR GL G FRQ k = 1 3URFHGLDPR QHOOD GLPRVWUD]LRQH GLVWLQJXHQGR LO FDVR LQ FXL G ULVXOWL DEHOLDQR GD FDVR JHQHUDOH ,Q HQWUDPEL L FDVL VL SURFHGH SHU LQGX]LRQH GRYH OD EDVH GHOO·LQGX]LRQH q GDWD GD XQ JUXSSR G GL RUGLQH 2 ,QIDWWL LQ TXHVWR FDVR LO WHRUHPD YDOH FRQ p = 2 H g SDUL DOO·HOHPHQWR QRQ QHXWUR GL G $OORUD G FRQWLHQH XQ HOHPHQWR GL RUGLQH

&DVR DEHOLDQR 6LD GXQTXH G XQ JUXSSR DEHOLDQR WDOH

p GLYLGH Ord (G) 3HU LQGX]LRQH VL VXSSRQH FKH LO '

WHRUHPD YDOJD SHU RJQL JUXSSR G WDOH FKH Ord (G ) < Ord (G ) 3DVVR 6H G QRQ DPPHWWH VRWWRJUXSSL SURSUL D PDJJLRU UDJLRQH QRQ DPPHWWH VRWWRJUXSSL QRUPDOL SURSUL VL ULFRUGL FKH QHO FDVR DEHOLDQR RJQL VRWWRJUXSSR q QRUPDOH H TXLQGL QHFHVVDULDPHQWH q VHPSOLFH 2UD DEELDPR GLPRVWUDWR FRQIURQWDUH LO SDUDJUDIR UHODWLYR DL JUXSSL VHPSOLFL FKH XQ JUXSSR DEHOLDQR H VHPSOLFH ULVXOWD SULPR H FLFOLFR 3HUWDQWR VH G QRQ DPPHWWH VRWWRJUXSSL SURSUL LO WHRUHPD ULVXOWD GLPRVWUDWR FRQ p = Ord (G ) 3DVVR 6L VXSSRQJD TXLQGL FKH HVLVWD DOPHQR XQ VRWWRJUXSSR SURSULR H GL G 6H Ord (H ) q GLYLVLELOH SHU p HVVHQGR Ord ( H ) < Ord (G ) SHU O·LSRWHVL LQGXWWLYD LO WHRUHPD YDOH '

LQ H H SRLFKp H q VRWWRJUXSSR GL G YDOH DQFKH LQ G 3DVVR 6XSSRQLDPR DOORUD FKH QHVVXQ VRWWRJUXSSR GL G DEELD O·RUGLQH GLYLVLELOH SHU

p

6L FRQVLGHUL DOORUD XQ VRWWRJUXSSR H GL G FKH QRQ VLD FRQWHQXWR LQ QHVVXQ DOWUR VRWWRJUXSSR SURSULR GL G GL RUGLQH PDJJLRUH 7DOH VRWWRJUXSSR FHUWDPHQWH HVLVWH LQ TXDQWR LO QXPHUR GL VRWWRJUXSSL GL G q ILQLWR H WUD WXWWL LQ VRWWRJUXSSL QH HVLVWH DOPHQR XQR FKH KD LO PDJJLRU QXPHUR GL HOHPHQWL ULVSHWWR DJOL DOWUL VRWWRJUXSSL RG DO SL SRWUDQQR HVVHUFL SL VRWWRJUXSSL FRQ OR VWHVVR QXPHUR PDVVLPR GL HOHPHQWL 6L FRQVLGHUL RUD XQ HOHPHQWR g ∉ H GHO JUXSSR G (VVHQGR G QRQ SULPR O·HOHPHQWR g JHQHUD

≠ H LQ TXDQWR SHU g ∉ H 2UD O·LQVLHPH HK ULVXOWD FHUWDPHQWH XQ VRWWRJUXSSR GL G LQ TXDQWR GHWWL k1 H k 2 GXH HOHPHQWL GL K H h1 H h2 GXH HOHPHQWL GL H XQ VRWWRJUXSSR K FLFOLFR GL G WDOH FKH K

• •

SRVVLHGH O·HOHPHQWR QHXWUR LQGLYLGXDWR GDOO·HOHPHQWR QHXWUR FRPXQH DL GXH VRWWRJUXSSL H H K SRVVLHGH O·HOHPHQWR LQYHUVR GL XQ HOHPHQWR GDWR LQ TXDQWR JUD]LH DOOD FRPPXWDWLYLWj VHJXH ( h1 k1 )(h1 k1 )

−1

= h1k1h1−1k1−1 = h1h1−1 k1k1−1 = e e

e

YDOH OD FKLXVXUD ( h1 k1 )(h2 k 21 ) = ( h1 h2 )(k1 k 2 )

,QROWUH QHFHVVDULDPHQWH H ⊂ HK LQ TXDQWR H ≠ K H SHU OD VFHOWD GL FRQWHQXWR LQ XQ VRWWRJUXSSR SURSULR SL JUDQGH VHJXH HK ≡ G 3DJ

H FKH QRQ SXz HVVHUH


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR $ TXHVWR SXQWR ULFRUGDQGR FKH LQ XQ JUXSSR DEHOLDQR RJQL VRWWRJUXSSR q DQFKH VRWWRJUXSSR QRUPDOH HG DSSOLFDQGR LO WHRUHPD VXJOL LVRPRUILVPL VL RWWLHQH G / H ≡ HK / H ≈ K /( H ∩ K ) 2UD DQDOL]]DQGR JOL RUGLQL GHL YDUL VRWWRJUXSSL VHJXH Ord (G / H ) = Ord [ K /( H ∩ K )]

Ord (G ) / Ord ( H ) = Ord ( K ) / Ord [ H ∩ K )] 2UD VLFFRPH

p QRQ GLYLGH Ord ( H ) H GLYLGH Ord (G) DOORUD p GLYLGH Ord (G / H ) H TXLQGL GLYLGH DQFKH Ord [ K /( H ∩ K )] 3HUWDQWR HVLVWH XQ QXPHUR LQWHUR m WDOH FKH

Ord [ K /( H ∩ K )] Ord ( K )Ord ( H ) Ord ( H ∩ K ) = mp Ord ( K ) = m =m p = m ' p p Ord ( H ∩ K ) Ord ( H ) $EELDPR TXLQGL RWWHQXWR FKH O·RUGLQH GHO VRWWRJUXSSR K q GLYLVLELOH SHU p H SHU O·LSRWHVL LQGXWWLYD DPPHWWH XQ HOHPHQWR k GL RUGLQH p 1HO GHWWDJOLR SHU FRPH q VWDWR FRVWUXLWR K HVVHQGR FLFOLFR H JHQHUDWR GD g YDOH '

'

'

g Ord ( k ) = e g m p = e ( g m ) p = e k = g m &RQ FLz VL FRQFOXGH LO FDVR DEHOLDQR &DVR JHQHUDOH 6LD GXQTXH G XQ JUXSSR WDOH p GLYLGH Ord (G ) 3HU LQGX]LRQH VL VXSSRQH FKH LO WHRUHPD YDOJD '

SHU RJQL JUXSSR G WDOH FKH Ord (G ) < Ord (G ) 3DVVR 6H G QRQ DPPHWWH VRWWRJUXSSL SURSUL ULVXOWD HVVHUH SULPR H FLFOLFR 3HUWDQWR VH G QRQ DPPHWWH VRWWRJUXSSL SURSUL LO WHRUHPD ULVXOWD GLPRVWUDWR FRQ p = Ord (G ) 3DVVR 6L VXSSRQJD TXLQGL FKH HVLVWD DOPHQR XQ VRWWRJUXSSR SURSULR H GL G 6H Ord ( H ) q GLYLVLELOH SHU p HVVHQGR Ord ( H ) < Ord (G ) SHU O·LSRWHVL LQGXWWLYD LO WHRUHPD YDOH '

LQ H H SRLFKp H q VRWWRJUXSSR GL G YDOH DQFKH LQ G 3DVVR 6XSSRQLDPR DOORUD FKH QHVVXQ VRWWRJUXSSR GL G DEELD O·RUGLQH GLYLVLELOH SHU 5LFRUGLDPR O·HTXD]LRQH GHOOH FODVVL

p

r

Ord (G ) i =1 Ord [C ( k i )]

Ord (G ) = Ord [ Z (G )] + ¦

GRYH OD VRPPDWRULD GHYH LQWHQGHUVL DSSOLFDWD DOOH FODVVL UHODWLYH DJOL HOHPHQWL GHOO·LQVLHPH G − Z (G ) 2UD ULFRUGDQGR FKH • L FHQWUDOL]]DQWL C ( ki ) SHU i = 1..r VRQR WXWWL VRWWRJUXSSL GL G •

SHU OH LSRWHVL SRVWH

p QRQ GLYLGH Ord [C (ki )] SHU i = 1..r PHQWUH GLYLGH Ord (G)

VHJXH r Ord (G ) 1­ Ord (G ) ½ 1 ®Ord (G ) − ¦ ¾ = Ord [ Z (G )] = m LQWHUR p¯ p i =1 Ord [C ( ki )] i =1 Ord [C (k i )] ¿ r

p GLYLGH ¦ 2VVLD

p GLYLGH Ord[ Z (G)] 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR 0D LO FHQWUR Z (G ) q XQ VRWWRJUXSSR GL G H VLFFRPH SHU LSRWHVL QHVVXQ VRWWRJUXSSR SURSULR SXz DYHUH RUGLQH GLYLVLELOH SHU p QHFHVVDULDPHQWH LO FHQWUR Z (G) ≡ G 0D Z (G ) q DEHOLDQR GD FXL DQFKH G q DEHOLDQR H SHUWDQWR FL VLDPR ULFRQGRWWL DO FDVR JLj GLPRVWUDWR

3ULPR 7HRUHPD GL 6\ORZ 6LD G XQ JUXSSR ILQLWR GL RUGLQH Ord (G )

= n H VLD p XQ QXPHUR SULPR FKH GLYLGH Ord (G)

$OORUD G FRQWLHQH XQ S VRWWRJUXSSR GL 6\ORZ 3ULPD GL LQL]LDUH OD GLPRVWUD]LRQH FHUFKLDPR GL FKLDULUH FRVD DIIHUPD LO WHRUHPD VH XQ QXPHUR SULPR p GLYLGH Ord (G ) VLFXUDPHQWH HVLVWH XQ LQWHUR k ≥ 1 WDOH FKH •

p k FKH GLYLGH Ord (G)

•

p k +1 FKH QRQ GLYLGH Ord (G)

1DWXUDOPHQWH YDOH DQFKH LO YLFHYHUVD SHUWDQWR DIIHUPDUH FKH GLUH FKH HVLVWH k ≥ 1 FRQ

k

p FKH GLYLGH Ord (G) H p

k +1

p GLYLGH Ord (G) q HTXLYDOHQWH D

FKH QRQ GLYLGH Ord (G ) k

$OORUD LO WHRUHPD DIIHUPD FKH VRWWR TXHVWH FRQGL]LRQL HVLVWH XQ S VRWWRJUXSSR GL G GL RUGLQH p ,QILQH VL RVVHUYL FKH LO SULPR WHRUHPD GL 6\ORZ VL ULGXFH DO WHRUHPD GL &DXFK\ SHU k = 1 3URFHGLDPR RUD FRQ OD GLPRVWUD]LRQH FKH ULVXOWD VRVWDQ]LDOPHQWH DQDORJD D TXHOOD GHO WHRUHPD GL &DXFK\ 6L SURFHGD GXQTXH SHU LQGX]LRQH VXOO·RUGLQH GL G GRYH OD EDVH GHOO·LQGX]LRQH q GDWD GD XQ JUXSSR G GL RUGLQH 2 LQIDWWL LQ TXHVWR FDVR LO WHRUHPD YDOH FRQ p = 2 H k = 1 LQ TXDQWR LO S VRWWRJUXSSR q LQGLYLGXDWR GD G VWHVVR 6LD GXQTXH G XQ JUXSSR WDOH FKH p GLYLGH Ord (G ) H TXLQGL FRPH RVVHUYDWR LQ SUHFHGHQ]D HVLVWH VLFXUDPHQWH XQ QXPHUR LQWHUR k ≥ 1 WDOH FKH

p k FKH GLYLGH Ord (G) H FRQ p k +1 FKH QRQ

GLYLGH Ord (G ) '

6L VXSSRQJD SHU LQGX]LRQH FKH LO WHRUHPD YDOJD SHU RJQL JUXSSR G WDOH FKH Ord (G 6L RVVHUYL FKH WDOH LSRWHVL LQGXWWLYD LPSOLFD FKH Ord (G

'

'

) < Ord (G )

)

h

p FRQ h ≤ k

•

q GLYLVLELOH SHU

•

QRQ q GLYLVLELOH SHU

•

HVLVWH XQ S VRWWRJUXSSR GL RUGLQH

p h+1 p h LQ G '

&DVR 6XSSRQLDPR FKH G QRQ DPPHWWD VRWWRJUXSSL SURSUL DOORUD G GHYH HVVHUH XQ JUXSSR SULPR GL RUGLQH p H TXLQGL LO WHRUHPD ULVXOWD GLPRVWUDWR &DVR 6XSSRQLDPR FKH HVLVWD XQ VRWWRJUXSSR SURSULR QHFHVVDULDPHQWH

H GL G WDOH FKH p k GLYLGH Ord (H ) H TXLQGL

p k +1 QRQ GLYLGH Ord (H )

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR ,O WHRUHPD ULVXOWD GLPRVWUDWR LQ TXDQWR SHU O·LSRWHVL LQGXWWLYD HVVHQGR Ord ( H ) < Ord (G ) HVLVWH XQ S VRWWRJUXSSR GL 6\ORZ K GL RUGLQH

p k GHO JUXSSR H H WDOH JUXSSR K q DQFKH VRWWRJUXSSR

GL G SRLFKp H q VRWWRJUXSSR GL G &DVR 6XSSRQLDPR LQILQH FKH G QRQ DPPHWWD VRWWRJUXSSL SURSUL

H LO FXL RUGLQH ULVXOWL GLYLVLELOH SHU

k

p &RPH QHO FDVR GHOOD GLPRVWUD]LRQH GHO WHRUHPD GL &DXFK\ VL FRQVLGHUL O·HTXD]LRQH GHOOH FODVVL FRQ OR VWHVVR VLJQLILFDWR GHL VLPEROL LOOXVWUDWL LQ TXHOOD GLPRVWUD]LRQH r

Ord (G ) i =1 Ord [C ( k i )]

Ord (G ) = Ord [ Z (G )] + ¦

GRYH OD VRPPDWRULD GHYH LQWHQGHUVL DSSOLFDWD DOOH FODVVL UHODWLYH DJOL HOHPHQWL GHOO·LQVLHPH G − Z (G ) 2UD ULFRUGDQGR FKH • L FHQWUDOL]]DQWL C ( ki ) SHU i = 1..r VRQR WXWWL VRWWRJUXSSL GL G •

SHU OH LSRWHVL SRVWH

p k QRQ GLYLGH Ord [C (ki )] SHU i = 1..r PHQWUH GLYLGH Ord (G)

DOORUD VHJXH FKH O·RUGLQH GL RJQL FHQWUDOL]]DQWH C ( ki ) SXz DYHUH DO SL XQ IDWWRUH O·RUGLQH GL G KD XQ IDWWRUH

p k −1 PHQWUH

p k H SHUWDQWR

r Ord (G ) 1­ Ord (G ) ½ 1 ®Ord (G ) − ¦ ¾ = Ord [ Z (G )] = m LQWHUR p¯ p i =1 Ord [C ( ki )] i =1 Ord [C (k i )] ¿ r

p GLYLGH ¦ 2VVLD

p GLYLGH Ord[ Z (G)] H G DSSOLFDQGR LO WHRUHPD GL &DXFK\ VHJXH FKH Z (G) GHYH FRQWHQHUH XQ HOHPHQWR g ∈ G GL RUGLQH p FKH JHQHUD XQ VRWWRJUXSSR N GL Z (G ) GL RUGLQH p 2UD VLFFRPH Z (G ) q VRWWRJUXSSR GL G YDOH DQFKH • •

N VRWWRJUXSSR GL G N G LQ EDVH DOOD GHILQL]LRQH GL FHQWUR Z (G)

3RVVLDPR TXLQGL FRQVLGHUDUH LO JUXSSR TXR]LHQWH G / N LO FXL RUGLQH ULVXOWD GLYLVLELOH SHU HVVHQGR • •

p k −1

Ord (G) GLYLVLELOH SHU p k D VHJXLWR GHOO·LSRWHVL LQGXWWLYD Ord (G / N ) = Ord (G ) / Ord ( N ) = Ord (G ) / p

$OORUD VHPSUH SHU O·LSRWHVL LQGXWWLYD SRVVLDPR GHGXUUH FKH G / N DPPHWWH O·HVLVWHQ]D GL XQ VRWWRJUXSSR GL 6\ORZ S GL RUGLQH HG DVVXPHUj XQD IRUPD GHO WLSR

p k −1 ,O VRWWRUJUXSSR S q FRVWLWXLWR GD p k −1 ODWHUDOL GL G / N

{

}

S = eN , g1 N , g 2 N ,......g p k −1 −1 N 2UD VH LQGLFKLDPR FRQ S O·LQVLHPH

{

}

S = g ∈ G : gN ∈ S DSSOLFDQGR OH SURSULHWj HG L OHPPL VXL JUXSSL QRUPDOL H TXR]LHQWL SUHFHGHQWHPHQWH GLPRVWUDWL VL GHGXFH FKH S q XQ VRWWRJUXSSR GL G 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR 3HU TXDQWR ULJXDUGD O·RUGLQH GL S VL RVVHUYL FKH WDOH VRWWRJUXSSR q FRVWLWXLWR GDOO·XQLRQH GHJOL HOHPHQWR FRQWHQXWL QHL ODWHUDOH GL S RVVLD

g ∈ G ⇔ g ∈ eN ∪ g1 N ∪ g 2 N ∪ ...... ∪ g p k −1 −1 N

2UD LO QXPHUR GL ODWHUDOL q SDUL D

p k −1 HG RJQL ODWHUDOH FRQWLHQH p HOHPHQWL SHUWDQWR Ord ( S ) = pp k −1 = p k

H VL SXz FRQFOXGHUH OD GLPRVWUD]LRQH RVVHUYDQGR FKH S LQGLYLGXD LO S VRWWRJUXSSR GL 6\ORZ GL G

7HRUHPD GHL S VRWWRJUXSSL

p m XQ S VRWWRJUXSSR GL 6\ORZ GL XQ JUXSSR ILQLWR G GL RUGLQH Ord (G) = n FRQ p QXPHUR SULPR FKH GLYLGH Ord (G ) 6LD S GL RUGLQH

l

$OORUD G FRQWLHQH S VRWWRJUXSSL GL RUGLQH p FRQ l < m LQWHUR /D GLPRVWUD]LRQH GL TXHVWR WHRUHPD q GHO WXWWR DQDORJD D TXHOOD GHO SULPR WHRUHPD GL 6\ORZ LQ FXL LQYHFH GL EDVDUFL VXOO·LSRWHVL LQGXWWLYD GHOO·HVLVWHQ]D GL XQ VRWWRJUXSSR GL 6\ORZ GL RUGLQH

p k WDOH

p k GLYLGH O·RUGLQH GL G H p k +1 QRQ GLYLGH O·RUGLQH GL G VL VXSSRQH VHPSOLFHPHQWH

FKH

O·HVLVWHQ]D GL XQ S VRWWRJUXSSR GL RUGLQH

p h LQIHULRUH D TXHOOR GHO VRWWRJUXSSR GL 6\ORZ RVVLD VL

VXSSRQH FKH VLD h < k

6HFRQGR 7HRUHPD GL 6\ORZ 6LD G XQ JUXSSR ILQLWR LO FXL RUGLQH FRQWLHQH LO IDWWRUH SULPR

p

7XWWL L VRWWRJUXSSL GL 6\ORZ GHO JUXSSR G UHODWLYL DOOR VWHVVR IDWWRUH 'LPRVWUD]LRQH

p VRQR WUD ORUR FRQLXJDWL

k

6LDQR S H T GXH VRWWRJUXSSL GL 6LORZ GLVWLQWL GL RUGLQH n s = nt = p $O JUXSSR G LO FXL RUGLQH k

ULVXOWD TXLQGL HVSULPLELOH QHOOD IRUPD n g = np FRQ n QRQ GLYLVLELOH SHU

p VL SXz DSSOLFDUH LO

WHRUHPD GL )UREHQLXV UHODWLYR D L GXH LQVLHPL S H T GD FXL VHJXH l

•

G = ∪ Sg i T FRQ g i ∈ G

•

l n s nt pk =¦ n g = np = ¦ i =1 ni i =1 ni

i=i

k

( )

l

2

GRYH

ni q

O·RUGLQH

GHO

VRWWRJUXSSR

Di = ( g i−1 Sg i ) ∩ T 'DOOD UHOD]LRQH UHODWLYD DJOL RUGLQL ULSRUWDWD QHO VHFRQGR SXQWR VL GHGXFH FKH l

n=¦ i =1

2UD RVVHUYDQGR FKH •

pk ni

•

( g i−1 Sg i ) ∩ T q XQ VRWWRJUXSSR VLD GL T VLD

•

ULFRUGDQGR FKH ( g i Sg i ) ≈ S FRPH GLPRVWUDWR QHO OHPPD ULSRUWDWR QHO SDUDJUDIR

−1

UHODWLYR DOOD h

QHFHVVDULDPHQWH ni GHYH HVVHUH GHOOD IRUPD ni = p FRQ h ≤ k SHU i = 1..l

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR

l

(VVHQGR n QRQ GLYLVLELOH SHU

p ULFRUGDQGR FKH n = ¦ i =1

YDORUH

j = 1..l GHOO·LQGLFH i WDOH FKH

pk QHFHVVDULDPHQWH GHYH HVLVWHUH XQ ni

k

p = 1 GD FXL nj n j = p k

$OORUD QHFHVVDULDPHQWH •

D j ≡ T

D j ≡ g i−1 Sg i

4XLQGL

T = g i−1 Sg i RVVLD L S VRWWRJUXSSL GL 6\ORZ S H T ULVXOWDQR FRQLXJDWL

&ULWHULR GL XQLFLWj

,O SUHFHGHQWH WHRUHPD Gj RULJLQH DO VHJXHQWH FULWHULR G XQLFLWj GHL S VRWWRJUXSSL GL 6\ORZ L VRWWRJUXSSL GL 6\ORZ UHODWLYL DG XQR VWHVVR QXPHUR SULPR p VRQR XQLFL VH H VROR VH VRQR QRUPDOL ,QIDWWL ULFRUGDQGR FKH L S VRWWRJUXSSR GL 6\ORZ VRQR FRQLXJDWL VHJXH GDO WHRUHPD SUHFHGHQWH

T = g i−1 Sg i GD FXL VH S G S ≡ T H YLFHYHUVD VH S ≡ T S = g i−1 Sg i S G 7HU]R 7HRUHPD GL 6\ORZ 'HWWR s LO QXPHUR GL S VRWWRJUXSSL GL 6\ORZ GL XQ JUXSSR G UHODWLYL DOOR VWHVVR QXPHUR SULPR VL KD s GLYLGH Ord (G) • •

p

s = 1 mod( p) RVVLD s = np + 1 FRQ n LQWHUR

'LPRVWULDPR LO WHRUHPD

3ULPD SDUWH s GLYLGH Ord (G )

$EELDPR GLPRVWUDWR FKH WXWWL L S VRWWRJUXSSL VRQR FRQLXJDWL SHUWDQWR LO ORUR QXPHUR s q SDUL DOO·LQGLFH LQ G GHO QRUPDOL]]DWH N (S ) GRYH S q XQ S VRWWRJUXSSR GL 6\ORZ 3HUWDQWR s s =

Ord (G ) H FLz FRQFOXGH OD GLPRVWUD]LRQH Ord [ N ( S )]

6HFRQGD SDUWH s

= 1 mod( p)

6LD • •

S XQ S VRWWRJUXSSR GL 6\ORZ GL XQ JUXSSR G GL RUGLQH Ord ( S ) = p m N (S ) LO QRUPDOL]]DQWH GL S GL RUGLQH Ord [ N ( S )] = n s

$SSOLFDQGR LO WHRUHPD GL )UREHQLXV VL KD •

r

G = ∪ Sg i N (S ) FRQ g i ∈ G i=i

r

Ord (G ) = ¦ i =1

p m ns −1 GRYH ni = Ord (Ti ) H Ti = g i Sg i ∩ N ( S ) ni 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR 6H k LQGLFD LO QXPHUR GL S VRWWRJUXSSL GL 6\ORZ GL G DEELDPR GLPRVWUDWR QHO SDVVR GHO SUHVHQWH WHRUHPD FKH Ord (G ) = n s k SHUWDQWR SRVVLDPR VFULYHUH DSSOLFDQGR OD UHOD]LRQH VRSUD HYLGHQ]LDWH QHO VHFRQGR SXQWR FKH r

k =¦ i =1

pm ni

2UD GLYLGLDPR L FRQWULEXWL GHOOD VRPPDWRULD LQ GXH SDUWL • OD SULPD q TXHOOD FKH GHULYD GD XQ g i ∈ N (S ) LQ TXHVWR FDVR SRLFKp

g Sg i−1 i

Ti =

∩ N (S ) = S ∩ N (S ) = S

S N (S ) VHJXH

GD

FXL

uguale a S poichè g∈N ( S )

ni = Ord (Ti ) = Ord ( S ) = p m •

OD VHFRQGD q TXHOOD GHWHUPLQDWD GDJOL HOHPHQWL g i ∉ N (S ) LQ TXHVWR FDVR

g i Sg i−1 = Fi ≠ S LQ Ti =

g i Sg i−1

TXDQWR

g i ∉ N (S )

GD

FXL

VHJXH

FKH

∩ N ( S ) = Fi ∩ N ( S )

,Q EDVH D TXDQWR VRSUD RVVHUYDWR VL KD r

k =¦ i =1

pm pm = ni Ord (Tr )

r −1

pm i =1 Ord ( Fi ∩ N ( S ) g i ∉N ( S )

ORd ( S ) = p m g ∈N ( S ) r

6L RVVHUYL RUD TXDQWR VHJXH • OD SULPD SDUWH GHOO·HVSUHVVLRQH VRSUD ULSRUWDWD TXHOOD UHODWLYD DO FRQWULEXWR GHOO·HOHPHQWR g i ∈ N (S ) o o

q UDSSUHVHQWDWD GDO SULPR WHUPLQH GHO VHFRQGR PHPEUR QHOOR VYLOXSSR GL G VHFRQGR LO WHRUHPD GL )UREHQLXV HVLVWH DOPHQR XQ HOHPHQWR g i ∈ N (S ) SRLFKp O·HOHPHQWR QHXWUR e ∈ N (S )

o

q FRVWLWXLWD GD XQ VROR DGGHQGR GHOOD VRPPDWRULD LQ TXDQWR RJQL g i ∈ N (S ) q −1

FRQWHQXWR LQ g i Sg i •

= S VWDQWH LO IDWWR FKH S N (S ) H TXLQGL QRQ q ULGXWWLYR

DYHU VXSSRVWR FKH WDOH HOHPHQWR VLD O·XOWLPR GHOOD VRPPDWRULD OD VHFRQGD SDUWH TXHOOD UHODWLYD DO FRQWULEXWR GHJOL HOHPHQWL g i ∉ N (S ) q LQYHFH UDSSUHVHQWDWD GDOOD VRPPDWRULD

r −1

pm

i =1

i

¦ Ord ( F ∩ N ( S )

LQ FXL SHU RJQL DGGHQGR VL KD g i ∉N ( S )

FKH o o

Ti = g i Sg i−1 ∩ N ( S ) = Fi ∩ N ( S ) ULVXOWD HVVHUH XQ VRWWRJUXSSR GL Fi Fi q LVRPRUIR D S FRQIURQWD TXDQWR GLPRVWUDWR QHO SDUDJUDIR UHODWLYR DOOD m

VFRPSRVL]LRQH GL XQ JUXSSR LQ VRWWRJUXSSL H SHUWDQWR Ord ( Fi ) = p l

o

GDO SXQWR SUHFHGHQWH VL GHGXFH FKH Ord (Ti ) = p i FRQ li ≤ m LQ TXDQWR O·RUGLQH GL Ti GHYH GLYLGHUH TXHOOR GL Fi

o

QHFHVVDULDPHQWH GHYH HVVHUH li < m RVVLD Ti GHYH HVVHUH XQ VRWWRJUXSSR SURSULR GL Fi LQIDWWL N (S ) HVVHQGR XQ VRWWRJUXSSR GL G H FRQWHQHQGR LO S VRWWRJUXSSR GL 6\ORZ S GL RUGLQH GL

RUGLQH

p m SXz HVVR VWHVVR FRQWHQHUH S VRWWRJUXSSL GL 6\ORZ DO SL

p m

VXSSRQLDPR

3DJ

RUD

SHU

DVVXUGR

FKH


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR

Ord (Ti ) = Ord [ Fi ∩ N ( S )] = p m FRPH FRQVHJXHQ]D SRLFKp Ti GHYH HVVHUH m

VRWWRJUXSSR GL Fi H SRLFKp Ord ( Fi ) = p LQ TXDQWR S ≈ Fi VL KD FKH

Ti = Fi = g i Sg i−1 RUD Ti GHYH HVVHUH DQFKH XQ VRWWRJUXSSR GL N (S ) HG HVVHQGR GL RUGLQH

p m ULVXOWD XQ S VRWWRJUXSSR GL 6\ORZ GL N (S ) VLFFRPH S N (S )

N (S ) FRQWLHQH XQ VROR S VRWWRJUXSSR GL 6\ORZ FRQIURQWD LO FULWHULR GL XQLFLWj −1

SUHFHGHQWHPHQWH GLPRVWUDWR H SHUWDQWR GHYH HVVHUH Ti = Fi = g i Sg i

= S RVVLD

g i ∈ N (S ) FRQWUR O·LSRWHVL g i ∉ N (S ) GD FXL VHJXH FKH QRQ SXz HVVHUH Ord (Ti ) = Ord [ Fi ∩ N ( S )] = p m 8WLOL]]DQGR OH RVVHUYD]LRQL ULSRUWDWH QHL SXQWL SUHFHGHQWL VL SXz VYLOXSSDUH O·HVSUHVVLRQH GL k FRPH VHJXH r

k=¦ i =1

pm pm = ni Ord (Ti )

r −1

pm +¦ = i =1 Ord ( Fi ∩ N ( S ) g i ∉N ( S )

ORd ( S ) = p m g ∈N ( S ) i

r −1

pm

i =1

p li

= 1+ ¦

r −1

g i ∉N ( S )

= 1 + ¦ p m −li g i ∉N ( S ) i =1

r −1 ª r −1 º k = 1 + ¦ p m−li g i ∉N ( S ) = 1 + «¦ p m−li −1 g i∉N ( S ) » p = 1 + np RVVLD k = 1 mod( p) i =1 1 ¬ i =

¼ n

H FLz FRPSOHWD OD GLPRVWUD]LRQH

(VHPSL 6XSSRQLDPR FKH Ord (G ) •

= 34 5 2 DOORUD VL KD 4

XQ VROR VRWWRJUXSSR GL 6\ORZ H 1 GL RUGLQH 3 SRLFKp HVVHUH GLYLVLELOH SHU Ord (G )

k = 1 mod(3) = 3s + 1 GHYH

4 2

= 3 5 q FLz VL KD VROR SHU s = 0 3

2

VRWWRJUXSSL H 1,1 H 1, 2 H 1,3 GL RUGLQH ULVSHWWLYDPHQWH 3 3 3

XQ VROR VRWWRJUXSSR GL 6\ORZ H 2 GL RUGLQH 3 SRLFKp

4

= 3 5 q FLz VL KD VROR SHU s = 0 VRWWRJUXSSL H 2,1 H 2, 2 H 2,3 GL RUGLQH ULVSHWWLYDPHQWH 5 HVVHUH GLYLVLELOH SHU Ord (G )

k = 1 mod(5) = 5s + 1 GHYH

4 2

*UXSSL ULVROXELOL 8Q JUXSSR G q GHWWR ULVROXELOH VH VL YHULILFDQR OH VHJXHQWL WUH FRQGL]LRQL HVLVWH XQD FDWHQD GL VRWWRJUXSSL GL G FRQILJXUDWD FRPH VHJXH G ≡ Gn ⊃ Gn−1 ⊃ ..... ⊃ G1 ⊃ G0 ≡ {e} GRYH {e}LQGLFD LO VRWWRJUXSSR FKH FRQWLHQH LO

VROR HOHPHQWR QHXWUR Gk −1 Gk SHU k = 1..n

Gk / Gk −1 q DEHOLDQR SHU k = 1..n

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR

2VVHUYD]LRQH /D GHILQL]LRQH GL JUXSSR ULVROXELOH q FHQWUDOH QHOOD WHRULD GL *DORLV VXOOH FRQGL]LRQL GL ULVROYLELOLWj SHU UDGLFDOL GHOOH HTXD]LRQL DOJHEULFKH LQ ULIHULPHQWR DG XQ SDUWLFRODUH WLSR GL JUXSSR GHQRPLQDWR JUXSSL VLPPHWULFR $ TXHVWR IDWWR VL GHYH OD VFHOWD GHO QRPH GL ´JUXSSR ULVROXELOHµ XWLOL]]DWR QHOOD GHILQL]LRQH

3ULPR WHRUHPD VXL JUXSSL ULVROXELOL 6H G q XQ JUXSSR ULVROXELOH DOORUD RJQL VRWWRJUXSSR H GL G ULVXOWD ULVROXELOH %LVRJQD GLPRVWUDUH FKH YDOJRQR OH WUH FRQGL]LRQL GL ULVROXELOLWj SHU H (VLVWHQ]D GHOOD FDWHQD GL VRWWRJUXSSL H ≡ H n ⊃ H n −1 ⊃ ..... ⊃ H 1 ⊃ H 0 ≡ {e} ,QIDWWL SRVWR

H k = H ∩ G k SHU k = 0..n

VL KD SHU k = n G k = G n = G H n = H ∩ G n = H ∩ G = H

k = (n − 1) H n −1 = H ∩ G n−1 ⊂ H n ≡ H H n−1 ULVXOWD HVVHUH VRWWRJUXSSR GL G LQ TXDQWR LQWHUVH]LRQH H H G n −1 FKH VRQR VRWWRJUXSSL GL G H n −1 q TXLQGL DQFKH VRWWRJUXSSR GL H LQ TXDQWR H n −1 ⊂ H n ≡ H SHU LO JHQHULFR YDORUH GL k = 1..(n − 2) YDOH XQ UDJLRQDPHQWR DQDORJR HVVHQGR H k = H ∩ G k ⊂ H k +1 DOORUD H k q VRWWRJUXSSR GL H k +1 HVVHQGR VRWWRJUXSSR GL G HG HVVHQGR H k ⊂ H k +1 SHU k = 0 G k = G0 = {e} H 0 = H ∩ G0 = H ∩ {e} = {e} 1RUPDOLWj GHL VRWWRJUXSSL GHOOD FDWHQD H k −1 H k SHU k = 1..n ,QIDWWL FRQVLGHULDPR XQ h ∈ H k H u ∈ H k −1 SHU GHILQL]LRQH h ∈ H H h ∈ Gk u ∈ H H SHU

u ∈ G k −1 HVVHQGR G k −1 G k huh −1 ∈ G k −1 H HVVHQGR H VRWWRJUXSSR GL G huh −1 ∈ H $OORUD huh −1 ∈ H ∩ Gk −1 = H k −1 GD FXL VHJXH H k −1 H k $EHOLDQLWj GHL JUXSSL TXR]LHQWL H k / H k −1 q DEHOLDQR SHU k = 1..n 3HU GLPRVWUDUH WDOH SURSULHWj RFFRUUH IDUH ULIHULPHQWR DO SULPR WHRUHPD GHJOL LVRPRUILVPL RVVHUYDQGR LQQDQ]L WXWWR FKH H k = H ∩ G k

H k −1 = H ∩ Gk −1 = ( H ∩ G k ) ∩ G k −1 FLz q GRYXWR DO IDWWR FKH Gk −1 ⊂ Gk $OORUD DSSOLFDQGR LO SULPR WHRUHPD VXJOL LVRPRUILVPL VHJXH

H k / H k −1 = H ∩ Gk /[( H ∩ G k ) ∩ Gk −1 ] ≈ G k −1 ( H ∩ G k ) / G k −1 H k / H k −1 ≈ Gk −1 ( H ∩ Gk ) / G k −1

2UD G k −1 ( H ∩ Gk ) / G k −1 q XQ VRWWRJUXSSR GHO JUXSSR DEHOLDQR SHU LSRWHVL G k / G k −1 LQ TXDQWR G k −1 ( H ∩ G k ) q XQ VRWWRJUXSSR GL Gk FRPH GLPRVWUDWR DO SDVVR SULPR GHOOD GLPRVWUD]LRQH GHO SULPR WHRUHPD GHJOL LVRPRUILVPL H Gk −1 ⊂ Gk −1 ( H ∩ G k ) 3HUWDQWR G k −1 ( H ∩ Gk ) / G k −1 ULVXOWD DEHOLDQR $OORUD VL SXz FRQFOXGHUH FKH DQFKH H k / H k −1 q DEHOLDQR LQ TXDQWR q LVRPRUIR GL XQ JUXSSR DEHOLDQR

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR

6HFRQGR WHRUHPD VXL JUXSSL ULVROXELOL 6H N G H VH N H G / N VRQR ULVROXELOL DOORUD G q ULVROXELOH (VVHQGR N QRUPDOH H ULVROXELOH VHJXH OD YDOLGLWj SHU N GHOOH FRQGL]LRQL GL ULVROXELOLWj H SHUWDQWR • HVLVWH XQD FDWHQD GL VRWWRJUXSSL GL N FRQILJXUDWD FRPH VHJXH N ≡ N m ⊃ N m −1 ⊃ ..... ⊃ N1 ⊃ N 0 ≡ {e} •

N k −1 N k SHU k = 1..m

N k / N k −1 q DEHOLDQR SHU k = 1..m

6L RVVHUYL RUD FKH L JUXSSL N k SHU k = 1..m VRQR DQFKH VRWWRJUXSSL QRUPDOL GHO JUXSSR G H SHUWDQWR IDQQR SDUWH GL XQ SH]]R GHOOD FDWHQD GL VRWWRJUXSSL UHODWLYL DOOD ULVROXELOLWj GL G 3HU WDOH PRWLYR LQGLFKLDPR N k DQFKH FRQ LO VLPEROR Gk SHU k = 1..m SHU LQFLVR ULVXOWD

N = N m = G m &RQVLGHULDPR RUD LO IDWWR FKH SHU LSRWHVL DQFKH G / N q ULVROXELOH H SHUWDQWR YDOJRQR OH WUH FRQGL]LRQL GL ULVROXELOLWj GL VHJXLWR ULSRUWDWH • HVLVWHQ]D GHOOD FDWHQD GL VRWWRJUXSSL GL G / N FRQILJXUDWD FRPH VHJXH G / N ≡ H n ⊃ H n−1 ⊃ ..... ⊃ H 1 ⊃ H 0 ≡ N / N = N •

H k −1 H k SHU k = 1..n

H k / H k −1 q DEHOLDQR SHU k = 1..n

$QDOL]]LDPR OD QDWXUD GHL JUXSSL H k 7DOL JUXSSL VRQR GHL VRWWRJUXSSL GHO JUXSSR TXR]LHQWH

G / N RVVLD L ORUR HOHPHQWL VRQR XQ VRWWRLQVLHPH GL ODWHUDOL GL G / N ,Q PRGR SL HVSOLFLWR VH Ord (G ) LQGLFKLDPR FRQ s = O·LQGLFH GL N LQ G VL KD Ord ( N ) G / N = {eN , g1 N , g 2 N , g 3 N ,....., g s N } FRQ g i ∈ G SHU i = 1..s

{

}

H k = eN , g k1 N , g k 2 N , gk 3 N ,....., g kj N GRYH H k

q XQ VRWWRLQVLHPH GHL ODWHUDOL GL N FKH YHULILFDQR OH LSRWHVL GL JUXSSR

&RPH FDVR SDUWLFRODUH HYLGHQ]LDPR FKH H 0 q FRVWLWXLWR GDO VROR HOHPHQWR QHXWUR H YDOH

H 0 = {eN } = N = Gm

,QGLFDQGR RUD FRQ

{

}

Gm+ k = e, g k1 , g k 2 , gk 3 ,....., g kj ⊂ G SHU k = 1..n LO VRWWRLQVLHPH GL HOHPHQWL GL G DWWUDYHUVR L TXDOL VL JHQHUDQR L ODWHUDOL GL H k ,Q SUHFHGHQ]D FRQIURQWD LO SDUDJUDIR UHODWLYR DL JUXSSL TXR]LHQWL DEELDPR GLPRVWUDWR FKH H k G / N Gm+ k G H SL LQ JHQHUDOH

H k −1 H k Gm+ ( k −1) Gm+ k SHU k = 1..n

HG q EHQ SRVWD OD VHJXHQWH QRWD]LRQH

H k = G m + k / N SHU k = 1..n

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR

$ TXHVWR SXQWR SHU OD UHOD]LRQH H k / H k −1 ≡

Gm + k / N G m* +( k −1) / N

VLDPR LQ FRQGL]LRQH GL DSSOLFDUH

LO VHFRQGR WHRUHPD GHOO·LVRPRUILVPR HVVHQGR N ≡ Gm ⊂ G m + k

Gm+ ( k −1) Gm+ k LQ PRGR GD

RWWHQHUH

H k / H k −1 ≡

Gm+ k / N G m* + ( k −1) / N

≈ G m + k / G m + ( k −1) k = 1..n

3HUWDQWR HVVHQGR SHU LSRWHVL H k / H k −1 DEHOLDQR DQFKH TXDQWR LVRPRUIR D H k

Gm+ k / Gm +( k −1) ULVXOWD DEHOLDQR LQ

/ H k −1

$ TXHVWR SXQWR FRQFOXGLDPR OD GLPRVWUD]LRQH RVVHUYDQGR FKH GDL ULVXOWDWL SUHFHGHQWL VHJXH • HVLVWH XQD FDWHQD GL VRWWRJUXSSL GL G RWWHQXWR QHL SDVVDJJL VRSUD ULSRUWDWL G ≡ Gm+ n ⊃ Gm+ n−1 ⊃ Gm ≡ N ≡⊃ Gm−1 ⊃ ..... ⊃ G1 ⊃ G0 ≡ {e}

N ≡ N m ⊃ N m −1 ⊃.....⊃ N1 ⊃ N 0 ≡{e}

Gm+ ( k −1) Gm+ k SHU k = 1..n H Gk −1 Gk SHU k = 1..m FRPH VRWWRFDWHQD GL N

Gm+ k / Gm +( k −1) DEHOLDQR SHU k = 1..n H G k / G k −1 SHU k = 1..m FRPH VRWWRFDWHQD GL N

7HU]R WHRUHPD VXL JUXSSL ULVROXELOL 6H G q ULVROXELOH DOORUD G / N q ULVROXELOH SHU RJQL N G ,QIDWWL VH G q ULVROXELOH YDOJRQR OH WUH FRQGL]LRQL GL ULVROXELOLWj HVLVWH XQD FDWHQD GL VRWWRJUXSSL GL G FRQILJXUDWD FRPH VHJXH G ≡ G n ⊃ G n −1 ⊃ ..... ⊃ G1 ⊃ G0 ≡ {e} GRYH {e}LQGLFD LO VRWWRJUXSSR FKH FRQWLHQH LO

VROR HOHPHQWR QHXWUR G k −1 G k SHU k = 1..n

G k / G k −1 q DEHOLDQR SHU k = 1..n

6DSSLDPR LQROWUH GDO H OHPPD VXL JUXSSL QRUPDOL H TXR]LHQWL FKH N Gi N 3HUWDQWR SRVVLDPR FRQVLGHUDUH JOL n + 1 JUXSSL TXR]LHQWL K i = Gi N / N SHU i = 0..n GRYH

K 0 = G0 N / N = {e}N / N = N K n = G n N / N = GN / N = G / N HVVHQGR N ⊂ G

3HU LO OHPPD VXL JUXSSL QRUPDOL H TXR]LHQWL VL KD K i −1 K i H TXLQGL K i −1 q XQ VRWWRJUXSSR GL K i GD FXL VHJXH SHU K n •

= G / N LO

ULVSHWWR GHOOH SULPH GXH FRQGL]LRQL GL ULVROXELOLWj LQ TXDQWR HVLVWH OD FDWHQD GL VRWWRJUXSSL

K n = G / N ⊃ K n −1 = G n−1 N / N ⊃ ...... ⊃ K1 = G1 N / N ⊃ K 0 = G01 N / N = N K i −1 K i SHU i = 1..n K i / K i −1 q LVRPRUIR DO TXR]LHQWH Q GHO JUXSSR DEHOLDQR Gi / Gi −1 Q FRPH TXR]LHQWH GL

XQ JUXSSR DEHOLDQR ULVXOWD HVVR VWHVVR DEHOLDQR GD FXL VHJXH FKH K i / K i −1 HVVHQGR

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL *UXSSR LVRPRUIR DG XQ JUXSSR DEHOLDQR ULVXOWD DQFK·HVVR DEHOLDQR H FRQ FLz VL YHULILFD LO ULVSHWWR SHU K n = G / N DQFKH GHOOD WHU]D FRQGL]LRQH GL ULVROXELOLWj

&ULWHULR GL ULVROXELOLWj 8Q JUXSSR G q ULVROXELOH VH YDOJRQR OH VHJXHQWL FRQGL]LRQL • HVLVWH XQD FDWHQD VL VRWWRJUXSSL QRUPDOL G = Gn G n −1 ....... G1 G0 •

Gi −1 q XQ JUXSSR PDVVLPDOH GL Gi SHU i = 1..n

Gi / Gi −1 q SULPR SHU i = 1..n

6L VXSSRQJD TXLQGL FKH SHU LO JUXSSR G YDOJRQR OH WUH FRQGL]LRQL VRSUD HQXQFLDWH $OORUD VHJXH • HVLVWH XQD FDWHQD GL VRWWRJUXSSL QRUPDOL G = G n ⊃ G n −1 ⊃ ....... ⊃ G1 ⊃ G0 • VH Gi −1 q XQ JUXSSR PDVVLPDOH GL Gi VHJXH Gi −1 Gi SHU i = 1..n • VH Gi / Gi −1 DOORUD ULVXOWD DQFKH FLFOLFR H TXLQGL DEHOLDQR SHU i = 1..n

3HUWDQWR G q ULVROXELOH

BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL

&$3,72/2 *UXSSL 6LPPHWULFL

*UXSSL GL SHUPXWD]LRQH

6LD G XQ LQVLHPH ILQLWR GL n HOHPHQWL G = {g1 ,......., g n } VL GHILQLVFH SHUPXWD]LRQH XQD

pla {g1 ,......., g n } QHOOD LQ FXL OD SRVL]LRQH GHJOL HOHPHQWL YLHQH PRGLILFDWD ULVSHWWR DOOD n − pla

DSSOLFD]LRQH σ : G × G. × .... × G → G × G. × .... × G FKH WUDVIRUPD OD n −

{

n − pla g i1 ,......., g in

}

LQL]LDOH {g1 ,......., g n }

$G HVHPSLR QHO FDVR n = 3 XQD SRVVLELOH SHUPXWD]LRQH q GDWD GD {g1 , g 2 , g 3 } → {g 2 , g 3 , g1 } 7UDWWDQGRVL GL SHUPXWD]LRQL GL n HOHPHQWL LO QXPHUR WRWDOH GL SHUPXWD]LRQL SRVVLELOL Pn q SDUL DG

n! > @ Pn = n! 3HUWDQWR DWWUDYHUVR O·DSSOLFD]LRQH σ

D SDUWLUH GDOO·LQVLHPH ILQLWR G VL SXz GHILQLUH O·LQVLHPH

GHOOH SHUPXWD]LRQL GL G PG FRVWLWXLWR GD Pn = n! HOHPHQWL WXWWH OH SRVVLELOL SHUPXWD]LRQL GHOOD

n − pla {g1 ,......., g n }

8QD JHQHULFD SHUPXWD]LRQH σ ∈ PG YLHQH LQGLFDWD FRQ OD VHJXHQWH VLPERORJLD

§ g1

σ = ¨¨ © g i1

g2

g3

....

gi 2

g i3

...

gn · ¸ g in ¸¹

LQ FXL LQ DOWR VL VFULYH OD n − pla LQL]LDOH HG LQ EDVVR OD n − pla SHUPXWDWD OD SRVL]LRQH LQGLFD LQROWUH O·HOHPHQWR WUDVIRUPDWR GDOOD σ $G HVHPSLR QHOOD SHUPXWD]LRQH VRSUD UDSSUHVHQWDWD O·HOHPHQWR WUDVIRUPDWR GL g1 q g i1 TXHOOR WUDVIRUPDWR GL g 2 q g i2 H FRVu YLD 8QD QRWD]LRQH VSHVVR XVDWD SHU HVSULPHUH LO WUDVIRUPDWR GL XQ JHQHULFR HOHPHQWR g k VHFRQGR OD SHUPXWD]LRQH σ q OD VHJXHQWH σ ( g k ) 'D XQ SXQWR GL YLVWD VWUHWWDPHQWH IRUPDOH q EHQH RVVHUYDUH FKH WDOH QRWD]LRQH QRQ q n

n

i =1

i =1

FRPSOHWDPHQWH FRUUHWWD LQ TXDQWR σ DJLVFH VX Π G YHUVR Π G H QRQ VHPSOLFHPHQWH VX G YHUVR

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL

G H GRYUHEEH GXQTXH HVVHUH VSHFLILFDWR FKH FRQ WDOH QRWD]LRQH VL LQWHQGH OD UHVWUL]LRQH GL σ VX G YHUVR G FKH LQGLYLGXD LO VLQJROR HOHPHQWR WUDVIRUPDWR 0ROWH YROWH VL VRWWLQWHQGH O·LQGLFD]LRQH GHOOD OHWWHUD g LQ TXDQWR ULVXOWD SOHRQDVWLFD SRLFKp FKH FRQWD q O·RUGLQH FRQ FXL VRQR SHUPXWDWL JOL HOHPHQWL LQ TXHVWR FDVR LO VLPEROR XWLOL]]DWR SHU OD JHQHULFD SHUPXWD]LRQH VL VHPSOLILFD FRPH VHJXH

3 .... n · ¸ ... in ¸¹ 6L RVVHUYL SHU LQFLVR FKH SUHVR O·LQVLHPH N = {1,2,....n} GHL SULPL n QXPHUL LQWHUL H GHILQLWR O·LQVLHPH PN GHOOH VXH SHUPXWD]LRQL σ LO VLPEROR XWLOL]]DWR SHU OD VXD JHQHULFD SHUPXWD]LRQH q §1

2

σ = ¨¨ © i1 i2 i3

§1 2 © i1 i2

SURSULR ¨¨

3 .... n · ¸ i3 ... in ¸¹

Ë VHPSOLFH GHILQLUH XQ LVRPRUILVPR WUD PG H PN EDVWD LQIDWWL GHILQLUH O·DSSOLFD]LRQH

§ g1 Φ : PG → PN FKH DVVRFLD D ¨¨ © g i1

g2

g3

....

gi 2

g i3

...

gn · § 1 2 ¸ OD ¨ g in ¸¹ ¨© i1 i2

3 .... n · ¸ i3 ... in ¸¹

$OORUD HVLVWHQGR WDOH LVRPRUILVPR PG H PN VRQR FRLQFLGHQWL SHU LVRPRUILVPR H SHUWDQWR TXDQGR VL SDUOD GL JUXSSL GL VRVWLWX]LRQH GL WHQGH D ULIHULUVL VHPSUH D PN VRWWLQWHQGHQGR FKH LO SDVVDJJLR DO JHQHULFR LQVLHPH PG DYYLHQH WUDPLWH XQ LVRPRUILVPR 3HU WDOH UDJLRQH DOO·LQVLHPH PN FKH PROWH YROWH q LQGLFDWR FRQ LO VLPEROR Σ n VL ULVHUYD LO QRPH SDUWLFRODUH GL *UXSSR GL 6RVWLWX]LRQH R *UXSSR 6LPPHWULFR GL JUDGR n GRYH O·LQGLFD]LRQH GHOO·RUGLQH HYLGHQ]LD FKH VL WUDWWD GHOOH SHUPXWD]LRQH GHL SULPL n QXPHUL LQWHUL 1HOOD GHILQL]LRQH GHO QRPH GL Σ n DEELDPR XVDWR LO WHUPLQH JUXSSR TXHVWD VFHOWD q FRHUHQWH FRQ LO IDWWR FKH HIIHWWLYDPHQWH JOL LQVLHPL PG GL SHUPXWD]LRQH LQGLYLGXDQR XQ JUXSSR GHILQHQGR LO SURGRWWR WUD GXH SHUPXWD]LRQL FRPH VHJXH ILVVDWH GXH SHUPXWD]LRQL σ 1 H σ 2 VL GHILQLVFH LO ORUR SURGRWWR σ 1σ 2 FRPH XQD DSSOLFD]LRQH VHTXHQ]LDOH GHOOH GXH SHUPXWD]LRQL

∀ g ∈ G GHWWR σ 1 ( g ) = k H σ 2 ( k ) = h σ 1σ 2 [g ] = σ 2 [σ 1 ( g ) ] = σ 2 ( k ) = h

6L RVVHUYL O·LQYHUVLRQH WUD OH GXH SHUPXWD]LRQL QHO FDOFROR GHO SURGRWWR SHU WDOH PRWLYR q FRQYHQLHQWH DOFXQH YROWH XWLOL]]DUH DO SRVWR GHOOD QRWD]LRQH σ 1 ( g ) = k OD QRWD]LRQH ( g )σ 1 = k GHWWD QRWD]LRQH LQYHUVD FKH HYLWD O·LQYHUVLRQH GHO VLPEROR GL SHUPXWD]LRQH QHO SURFHGLPHQWR GL YDOXWD]LRQH GHO SURGRWWR 9HGLDPR XQ HVHPSLR SHU FKLDULUH PHJOLR VLD

§g

σ 1 = ¨¨ 1 © g3

DOORUD σ 1σ 2 DJLVFH FRPH VHJXH • g1 → g 3 → g1

g2 g1

g3 · §g ¸¸ σ 2 = ¨¨ 1 g2 ¹ © g2

σ1

σ2

3DJ

g2 g3

g3 · ¸ g1 ¸¹


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL

g 2 → g1 → g 2

σ1

σ2

g3 → g 2 → g3

σ1

σ2

3HUWDQWR VL KD

§g

σ 1σ 2 = ¨¨ 1 © g3

g2 g1

g 3 ·§ g1 ¸¨ g 2 ¸¹¨© g 2

g2 g3

g 3 · § g1 ¸=¨ g1 ¸¹ ¨© g1

g2 g2

g3 · ¸ = σ e g 3 ¸¹

'RYH FRQ σ e VL q LQGLFDWD OD SHUPXWD]LRQH XQLWj FKH ODVFLD LQYDULDWR O·RUGLQH LQL]LDOH RVVLD QRQ HVHJXH DOFXQD SHUPXWD]LRQH 9HULILFKLDPR RUD LO ULVSHWWR GHJOL DVVLRPL GL JUXSSR • OD SURSULHWj GL FKLXVXUD ULVXOWD HYLGHQWH GDOOD GHILQL]LRQH GL SURGRWWR WUD SHUPXWD]LRQL LQ TXDQWR SXz VROR JHQHUDUH XQ·DOWUD SHUPXWD]LRQH • SURSULHWj DVVRFLDWLYD VLDQR σ 1 σ 2 σ 3 WUH SHUPXWD]LRQL H VLD g ∈ G VL SRQJD XWLOL]]DQGR OD QRWD]LRQH LQYHUVD ( g )σ 1 = k ( k )σ 2 = h H ( h)σ 3 = t

σ 1 (σ 2σ 3 ) ( g )σ 1 (σ 2σ 3 ) = (k )σ 2σ 3 = (h)σ 3 = t (σ 1σ 2 )σ 3 ( g )(σ 1σ 2 )σ 3 = ( k )σ 2σ 3 = ( h)σ 3 = t GD FXL VHJXH

σ 1 (σ 2σ 3 ) = (σ 1σ 2 )σ 3

• O·HOHPHQWR QHXWUR q GDWR GDOOD SHUPXWD]LRQH

§1 2 3 .... n ·

¸¸ σ e = ¨¨ ©1 2 3 ... n ¹

D WDOH VFRSR EDVWD RVVHUYDUH FKH VH σ (i ) = k σ e ( k ) = k σσ e = σ O·HOHPHQWR QHXWUR YLHQH GHWWR SHUPXWD]LRQH LGHQWLFD R SHUPXWD]LRQH XQLWj H QHO VHJXLWR VDUj LQGLFDWD DQFKH FRQ LO VLPEROR I • HVLVWHQ]D GHOO·HOHPHQWR LQYHUVR GL XQD SHUPXWD]LRQH GDWD VLD σ XQD SHUPXWD]LRQH H VXSSRQLDPR FKH σ (i )

= k O·LQYHUVR VL RWWLHQH SRQHQGR σ −1 (k ) = i LQIDWWL LQ TXHVWR PRGR VL

KD i → k → i H TXLQGL QRQ DYYLHQH DOFXQD SHUPXWD]LRQH H VL RWWLHQH OD SHUPXWD]LRQH LGHQWLWj

2VVHUYD]LRQL 1RQ FRPPXWDWLYLWj GHL JUXSSL GL SHUPXWD]LRQH

,O SURGRWWR WUD SHUPXWD]LRQH QRQ q FRPPXWDWLYR H SHUWDQWR L JUXSSL GL SHUPXWD]LRQH QRQ VRQR DEHOLDQL 4XHVWR IDWWR VL SXz YHULILFDUH FRQ XQ HVHPSLR 6LDQR σ 1 H σ 2 OH GXH SHUPXWD]LRQL VHJXHQWL

§g

σ 1 = ¨¨ 1 © g3

g2 g1

g3 · §g ¸¸ σ 2 = ¨¨ 1 g2 ¹ © g3

3DJ

g2 g2

g3 · ¸ g1 ¸¹


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL

§g

σ 2σ 1 = ¨¨ 1 © g3

g2 g2

g 3 ·§ g1 ¸¨ g1 ¸¹¨© g 3

g2 g1

g 3 · § g1 ¸=¨ g 2 ¸¹ ¨© g 2

g2 g1

g3 · ¸ ≠ σ 1σ 2 g 3 ¸¹

$SSURIRQGLPHQWR VXOOD VWUXWWXUD GHOOH SHUPXWD]LRQL

&RPH SUHFHGHQWHPHQWH LQGLFDWR ILVVDWD XQD VWULQJD LQL]LDOH GL HOHPHQWL {g1 ,......., g n } XQD

SHUPXWD]LRQH

σ

LQGLYLGXD XQ·DOWUD VWULQJD

{g

i1 ,......., g in

}

RWWHQXWD GDOOD SUHFHGHQWH

VHPSOLFHPHQWH PRGLILFDQGRQH O·RUGLQH Ë LPSRUWDQWH VRWWROLQHDUH FKH • q VRWWLQWHVR FKH QHOOD VWULQJD GL SDUWHQ]D JOL HOHPHQWL VLDQR WXWWL GLVWLQWL • QHOOD QXRYD VWULQJD WUDVIRUPDWD WUDPLWH σ FL VRQR JOL VWHVVL HOHPHQWL SUHVHQWL QHOOD VWULQJD GL SDUWHQ]D FRQ RUGLQH GLYHUVR DG HVHPSLR DO SULPR SRVWR LQYHFH GHOO·HOHPHQWR g1 VL WURYD O·HOHPHQWR g i1 •

QHOOH VWULQJKH QRQ FL SRVVRQR HVVHUH ULSHWL]LRQL GL HOHPHQWL RVVLD QRQ SXz FDSLWDUH FKH FL VLD XQD VWULQJD FRQ GXH R SL RFFRUUHQ]H GHOOR VWHVVR HOHPHQWR FLz q FRQVHJXHQ]D GHO IDWWR FKH OD VWULQJD GL SDUWHQ]D {g1 ,......., g n } q FRVWLWXLWD GD WXWWL HOHPHQWL GLYHUVL H OH VWULQJKH WUDVIRUPDWH VRQR RWWHQXWH WUDPLWH XQD SHUPXWD]LRQH GL SRVL]LRQH GL WDOL HOHPHQWL

*UXSSR 6LPPHWULFR

6RWWROLQHDPR LO IDWWR FKH RJQL JUXSSR GL SHUPXWD]LRQH q LVRPRUIR DO JUXSSR VLPPHWULFR SHUWDQWR FL VL SXz ULIHULUH VHPSUH D TXHVW·XOWLPR QHOOR VWXGLR GHOOH SURSULHWj H GHOOH DSSOLFD]LRQL GHL JUXSSL GL SHUPXWD]LRQH 1HO VHJXLWR TXLQGL WUDWWHUHPR LQ PRGR GHO WXWWR LQGLIIHUHQWH L JUXSSL GL SHUPXWD]LRQH HG L JUXSSL VLPPHWULFL XVDQGR WDOL WHUPLQL LQ PRGR LQWHUFDPELDELOH FRPH XQD VRUWD GL VLQRQLPL HG XWLOL]]HUHPR LQ PRGR LQWHUFDPELDELOH OH GXH VWUXWWXUH QHOOH GLPRVWUD]LRQL GHOOH SURSULHWj

,QGLFD]LRQH QRWD]LRQDOH

/D SHUPXWD]LRQH LGHQWLWj YLHQH DQFKH GHWWD SHUPXWD]LRQH XQLWj HG LQGLFDWD LQGLIIHUHQWHPHQWH FRQ L VHJXHQWL VLPEROL I id σ e 4XDQGR LQYHFH VL YXROH LQGLFDUH LO VRWWRJUXSSR EDQDOH FRQWHQHQWH VROR OD SHUPXWD]LRQH XQLWj VL XWLOL]]DQR L VLPEROL VHJXHQWL {e} {σ e }

7HRUHPD GL &D\OH\

6LD G XQ JUXSSR ILQLWR GL RUGLQH n G = {e = g 0 , g1 ,......., g n −1 } HVVR ULVXOWD LVRPRUIR DG XQ VRWWRJUXSSR GHO JUXSSR VLPPHWULFR Σ n GL VRVWLWX]LRQL GHJOL n HOHPHQWL GL G 3HU GLPRVWUDUH TXHVWR WHRUHPD DLXWLDPRFL FRQ OD UDSSUHVHQWD]LRQH PDWULFLDOH GL G «« e=g g g g 0

e = g 0 e = ee

1

n

2

eg1 = g1 eg 2 = g 2 «

eg n = g n

g1

g 1e = g 1

g1 g1

g1 g 2

««

g1 g n

g2

eg 2 = g 2 g 2 g1

g2 g2

«

g2 gn

««

«««

«««

eg n = g n g1 g n

« ««

«««

gn

«««

g2 gn

3DJ

gn gn


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL 6L RVVHUYL FKH OHJJHQGR OD WDEHOOD SHU ULJD YDOH OD VWHVVD FRVD OHJJHQGROD SHU FRORQQD DG RJQL

g ∈ G VL SXz IDU FRUULVSRQGHUH XQD SHUPXWD]LRQH σ g WDOH FKH σ g (k ) = gk FRQ k ∈ G RVVLD DG

RJQL g VL SXz IDU FRUULVSRQGHUH XQD SHUPXWD]LRQH FKH SHUPXWD O·HOHPHQWR k FRQ O·HOHPHQWR kg $G HVHPSLR • OD SULPD ULJD GHILQLVFH σ e WDOH FKH

σ e (e) = ee = e σ e ( g1 ) = eg1 = g1 « σ e ( g n ) = eg n = g n §e

TXLQGL σ e GHILQLVFH OD SHUPXWD]LRQH LGHQWLFD σ e = ¨¨ ©e

g1 g1

g2 g2

• OD VHFRQGD ULJD GHILQLVFH σ g1 WDOH FKH

.... g n · ¸ ... g n ¸¹

σ g1 (e) = g1e = g1 σ g1 ( g1 ) = g1 g1 «« σ g1 ( g n ) = g1 g n §e

TXLQGL GHILQLVFH OD SHUPXWD]LRQH σ g = ¨¨ 1 ©e

g1 g1 g1

.... g n · ¸ ... g1 g n ¸¹

g2 g1 g 2

,QGLFKLDPR FRQ S Σ ⊂ Σ n LO VRWWRLQVLHPH GL Σ n GHILQLWR GDOOH n SHUPXWD]LRQL σ g VRSUD LOOXVWUDWH HG RVVHUYLDPR FKH S Σ q XQ VRWWRJUXSSR GL Σ n LQ TXDQWR LQ S Σ

• HVLVWH O·HOHPHQWR QHXWUR GHILQLWR GD σ e • HVLVWH O·HOHPHQWR LQYHUVR LQIDWWL SUHVD OD SHUPXWD]LRQH σ g OD VXD LQYHUVD q GDWD GD σ FRPH VL SXz IDFLOPHQWH YHULILFDUH QHO PRGR VHJXHQWH σ GD FXL VHJXH σ

g −1

g −1

g −1

σ g (k ) = σ g −1 ( gk ) = g −1 gk = k

σ g = σ e

• YDOH LQILQH OD SURSULHWj GL FKLXVXUD LQ TXDQWR σ g

1

σ g 2 = σ g1g 2 ∈ S Σ SRLFKp g1 g 2 ∈ G

'HILQLDPR RUD O· DSSOLFD]LRQH Φ : G → S Σ WDOH FKH Φ ( g )

= σ g FRQ g ∈ G

7DOH DSSOLFD]LRQH ULVXOWD • LQLHWWLYD LQ TXDQWR VH g 1 ≠ g 2 Φ ( g 1 ) ≠ Φ ( g 2 ) SRLFKp VH g1 ≠ g 2 VL KDQQR GXH GLVWLQWH ULJKH GHOOD PDWULFH GL UDSSUHVHQWD]LRQH GL G H TXLQGL GXH GLYHUVH SHUPXWD]LRQL • VXULHWWLYD LQ TXDQWR Φ ULFRSUH WXWWR S Σ SHU GHILQL]LRQH

,QILQH Φ ULVXOWD HVVHUH XQ RPRPRUILVPR LQ TXDQWR ILVVDWL GXH HOHPHQWL g 1 g 2 ∈ G VL KD

Φ ( g1 )Φ ( g 2 ) = σ g1 σ g 2 = σ g1g 2 = Φ ( g1 g 2 )

3HUWDQWR HVVHQGR Φ XQ RPRPRUILVPR VXULHWWLYR HG LQLHWWLYR HVVR q XQ LVRPRUILVPR H FRQ FLz ULVXOWD GLPRVWUDWR FKH G ≈ S Σ ⊂ Σ n G LVRPRUIR D S Σ ⊂ Σ n ,O WHRUHPD GL &D\OH\ GXQTXH HYLGHQ]D GXQTXH O·LPSRUWDQ]D GHO JUXSSR VLPPHWULFR H GHL VXRL VRWWRJUXSSL LQ TXDQWR RJQL JUXSSR ILQLWR SXz HVVHUH SHQVDWR FRLQFLGH FRQ XQ JUXSSR GL VRVWLWX]LRQH LQ VHQVR LVRPRUIR

&LFOL H WUDVSRVL]LRQL

§1 2 3 4 5 ·

¸¸ XQD SHUPXWD]LRQH GHO JUXSSR σ = ¨¨ ©1 3 4 2 5 ¹ VLPPHWULFR Σ 5 FKH SUHVHQWD OD FDUDWWHULVWLFD SHFXOLDUH FKH O·XOWLPR HOHPHQWR FKH YDULD LO 4 YLHQH SHUPXWDWR QHO SULPR HOHPHQWR FKH YDULD LO 2 FRPH VL HYLQFH IDFLOPHQWH GDOOH FDWHQH GL

&RQVLGHULDPR LO VHJXHQWH HVHPSLR VLD

WUDVIRUPD]LRQH

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL • •

2 → 3 3 → 4 4 → 2 1 → 1 H 5 → 5 FKH GXQTXH ULPDQJRQR ILVVL

/D SHUPXWD]LRQH σ SHU TXHVWD VXD FDUDWWHULVWLFD GL ULFKLXGHUH O·XOWLPR HOHPHQWR VXO SULPR q XQ HVHPSLR GL FLFOR LQGLYLGXDWR DWWUDYHUVR OD VHJXHQWH QRWD]LRQH VHPSOLILFDWD • (2,3,4) SHU LQGLFDUH OH SHUPXWD]LRQL 2 → 3 3 → 4 4 → 2 • (1) H (5) SHU LQGLFDUH ULVSHWWLYDPHQWH 1 → 1 H 5 → 5 3RLFKp O·LQIRUPD]LRQH GHJOL HOHPHQWL FKH ULPDQJRQR ILVVL VL SXz LQROWUH GHGXUUH LPSOLFLWDPHQWH GDJOL HOHPHQWL FKH YDULDQR σ SXz HVVHUH UDSSUHVHQWDWD VHPSOLFHPHQWH FRQ (2,3,4)

§1 2 3 4 5 ·

¸¸ ≡ (2,3,4) σ = ¨¨ 1 3 4 2 5 © ¹

3DVVDQGR DO FDVR JHQHUDOH FRQVLGHULDPR LO JUXSSR VLPPHWULFR Σ n GL JUDGR n FRPH UDSSUHVHQWDWH SHU LVRPRUILVPR GL XQ TXDOVLDVL JUXSSR GL SHUPXWD]LRQH PG VL GLFH FLFOR GL JUDGR k ≤ n R

k − ciclo RJQL SHUPXWD]LRQH σ ∈ Σ n FDUDWWHUL]]DWD GDOOD VHJXHQWH FDWHQD GL WUDVIRUPD]LRQH FRQ

mi ∈ Σ n i = 1..k

m1 → m 2 m 2 → m3 «««« m k → m1

8Q FLFOR LQGLYLGXDWD TXLQGL XQD SDUWLFRODUH SHUPXWD]LRQH σ FKH YLHQH LQGLFDWD WUDPLWH OD VHJXHQWH QRWD]LRQH > @ σ = ( m1 , m2 ,......, mk ) GRYH q VRWWRLQWHVR FKH JOL HOHPHQWL FKH QRQ SUHVHQWL QHOOD FDWHQD ( m1 , m2 ,......, mk ) QRQ YHQJRQR

SHUPXWDWL GD σ RVVLD ULPDQJRQR ILVVL 6L RVVHUYL FKH QHOOD UDSSUHVHQWD]LRQH GL XQ FLFOR QRQ q QHFHVVDULR SDUWLUH GDOO·HOHPHQWR m1 RVVLD OH VHJXHQWL QRWD]LRQL LQGLYLGXDQR OR VWHVVR FLFOR

σ = (m1 , m2 ,......, mk ) ≡ (m2 , m3 ,......, m k , m1 ) ≡ (m3 , m4 ,......, mk , m1 , m3 ) ≡ ...(mk , m1 ,......, m k −1 )

1HO FDVR LQ FXL k = 2 FLFOR LO FLFOR YLHQH GHWWR WUDVSR]LRQH H VLPEROLFDPHQWH VL LQGLFD FRQ (m1 , m2 )

5DSSUHVHQWD]LRQH GL XQ FLFOR FRPH SURGRWWL GL VH VWHVVR

8QD SURSULHWj PROWR LPSRUWDQWH GHL FLFOL q FKH RJQL FLFOR q GHWHUPLQDWR GDOOD DSSOLFD]LRQH PXOWLSOD VXO SULPR HOHPHQWR 9HGLDPR XQ HVHPSLR SHU FKLDULUH PHJOLR LO FRQFHWWR FRQVLGHUDQGR LO FLFOR σ

§g

σ = ¨¨ 1 © g3

(VVR DJLVFH VHFRQGR OD VHJXHQWH FDWHQD g1 → g 3 RVVLD g 3 = ( g1 )σ •

g2 g1

g3 · ¸ = ( g1 , g 3 , g 2 ) g 2 ¸¹

g 3 → g 2 RVVLD g 2 = ( g 3 )σ g 2 = ( g1 )σσ = ( g1 )σ 2

g 2 → g1 RVVLD g1 = ( g 2 )σ g1 = ( g1 )σ 2σ = ( g1 )σ 3

$OORUD VL SXz SRUUH 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL

§ g1 © g1σ

= ¨¨ 6H VL SRQH SHU GHILQL]LRQH σ

0

g2 g1σ

3

g3 · = ( g1 , g1σ , g1σ 2 ) 2¸ ¸ g1σ ¹

= σ e XJXDOH DOOD SHUPXWD]LRQH XQLWj VL KD

§ g

σ = ¨¨ 1 © g1σ

g3 · = ( g1σ 0 , g1σ , g1σ 2 ) 2¸ ¸ g1σ ¹

g2 g1σ

3

9HGLDPR RUD LO FDVR JHQHUDOH FRQVLGHUDQGR XQ JHQHULFR FLFOR GL JUDGR σ = (m1 , m2 ,......, mk ) FDUDWWHUL]]DWR TXLQGL GDOOD VHJXHQWH FDWHQD GL WUDVIRUPD]LRQH

k ≤ n

m1 → m 2 m 2 → m3 «««« m k → m1 7DOH FDWHQD SXz HVVHUH LQGLFDWD IDFHQGR LQWHUYHQLUH L SURGRWWL m1σ •

m1 → m 2 m 2 = m1σ

m 2 → m3 m3 = m 2σ = m1σ 2

«

m k −1 → m k mk = mk −1σ = m1σ k −1

m k → m1 m1 = mk σ = m1σ k

H FL SHUPHWWH GL SRUUH

σ = (m1 , m2 ,......, mk ) = (m1 , m1σ , m1σ 2 ,....., m1σ k −1 )

/HJDPH WUD XQ FLFOR H OD SHUPXWD]LRQH XQLWj

6L RVVHUYL FKH O·XOWLPD WUDVIRUPD]LRQH m1

= m1σ k VXJJHULVFH LO IDWWR FKH OD SHUPXWD]LRQH LGHQWLWj

q GDWD GD σ ,QIDWWL k

m1 = m1σ k

m2 = m1σ = m1σ k σ = (m1σ )σ k = m2σ k

m3 = m1σ 2 = m1σ k σ 2 = (m1σ 2 )σ k = m3σ k

m k = m1σ k −1 = m1σ k σ k −1 = (m1σ k −1 )σ k = m k σ k

$OORUD SRVVLDPR DIIHUPDUH FKH VH σ q XQ FLFOR GL RUGLQH k ≤ n σ IRUQLVFH OD SHUPXWD]LRQH k

XQLWj σ e

> @ σ

k

≡ σ e

3RWHQ]H GL XQ FLFOR DG HVSRQHQWH QHJDWLYR

5LFRUGDQGR FKH YDOH OD UHOD]LRQH VHJXH

m1 = m1σ k VL SRVVRQR GHILQLUH JOL HVSRQHQWL QHJDWLYL FRPH

m1σ −1 = (m1σ k )σ −1 = m1σ k −1

m1σ −2 = (m1σ k )σ −2 = m1σ k −2

«

m1σ − j = (m1σ k )σ − j = m1σ k − j

« 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL

m1σ − k = (m1σ k )σ − k = m1σ k −k = m1σ 0 = m1

GRYH σ LQGLFD OD SHUPXWD]LRQH XQLWj 3HUWDQWR LQ JHQHUDOH VL SXz SRUUH 0

= σ k − j j = 1..k . 6H IRVVH j > k q VXIILFLHQWH FRQVLGHUDUH XQ PXOWLSOR GL k VXSHULRUH D j QHOOD UHOD]LRQH > @ σ

−j

SUHFHGHQWH

3HUPXWD]LRQH LQYHUVD GL XQ FLFOR

/·LQYHUVR GHO FLFOR σ q GDWR GD σ

−1

FKH SHU OD IRUQLVFH −1

k −1

> @ σ = σ 1HO FDVR SDUWLFRODUH GHOOH WUDVSRVL]LRQL HVVHQGR k = 2 OD DVVXPH OD VHJXHQWH IRUPD QRWHYROH > @ σ

−1

= σ 2 −1 '·DOWUD SDUWH EDVWD RVVHUYDUH FKH LQ TXHVWR FDVR σσ = σ = I σ = σ

&RPPXWDWLYLWj GHL FLFOL GLVJLXQWL

'XH FLFOL VL GLFRQR GLVJLXQWL VH QRQ KDQQR HOHPHQWL LQ FRPXQH $G HVHPSLR (1,2,3,4) H (5,6,7) VRQR GXH FLFOL GLVJLXQWL • •

(1,2,3,4) H (1,2,5,4) QRQ VRQR GLVJLXQWL LQ TXDQWR KDQQR WUH HOHPHQWL LQ FRPXQH

$EELDPR YLVWR FKH LQ JHQHUDOH LO SURGRWWR GL GXH SHUPXWD]LRQL QRQ q FRPPXWDWLYR ,QYHFH QHO FDVR SDUWLFRODUH GL SHUPXWD]LRQL FRVWLWXLWH GD FLFOL GLVJLXQWL YDOH OD SURSULHWj FRPPXWDWLYD &Lz q GRYXWR DO IDWWR FKH RJQL FLFOR QRQ LQWHUDJLVFH FRQ O·DOWUR LQ TXDQWR RJQXQR DJLVFH VX XQ LQVLHPH GL HOHPHQWL QRQ DSSDUWHQHQWL DG DOWUL FLFOL HG q GXQTXH LQGLIIHUHQWH O·RUGLQH LQ FXL YLHQH HVHJXLWD OD PROWLSOLFD]LRQH

)DWWRUL]]D]LRQH GL XQ FLFOR QHO SURGRWWR GL WUDVSRVL]LRQL

,Q TXHVWR SDUDJUDIR YRJOLDPR GLPRVWUDUH FKH RJQL FLFOR GL JUDGR PDJJLRUH RG XJXDOH D GXH q VFRPSRQLELOH QHO SURGRWWR GL WUDVSRVL]LRQL $ WDOH VFRSR VL FRQVLGHUL XQ JHQHULFR FLFOR GL JUDGR k σ = (m1 , m2 ,......, m k ) 6H k = 2 σ q JLj XQD WUDVSRVL]LRQH H QRQ RFFRUUH GLPRVWUDUH QXOOD 6L VXSSRQJD GXQTXH k > 2 H VL SRQJD σ = (m1 , m 2 , m3 ......, m k ) = (m1 , m2 )(m1 , m3 ).....(m1 , mk ) Ë IDFLOH YHGHUH FKH O·XJXDJOLDQ]D q ULVSHWWDWD LQ TXDQWR • LO SULPR FLFOR (m1 , m 2 ) GHWHUPLQD OD WUDVIRUPD]LRQH m1 → m 2 H m 2 → m1 •

LO VHFRQGR FLFOR (m1 , m3 ) GHWHUPLQD OD WUDVIRUPD]LRQH m1 → m 2 m 2 → m1 → m3 H

m3 → m1 $OORUD FRQ LO SULPR FLFOR VL RWWLHQH OD WUDVIRUPD]LRQH m1 → m 2 FRQ LO VHFRQGR FLFOR VL KD OD VRVWLWX]LRQH m 2 → m3 ,WHUDQGR LO SURFHGLPHQWR ILQR DOO·XOWLPD WUDVSRVL]LRQH VL RWWHQJRQR WXWWH OH

VRVWLWX]LRQL GHOOD SHUPXWD]LRQH σ 6L RVVHUYL LQILQH FKH LO QXPHUR GL WUDVSRVL]LRQL L FXL q IDWWRUL]]DELOH XQ FLFOR GL JUDGR k q SDUL D k − 1

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL

)DWWRUL]]D]LRQH GL XQD SHUPXWD]LRQH QHO SURGRWWR GL FLFOL

,Q TXHVWR SDUDJUDIR YRJOLDPR GLPRVWUDUH FKH RJQL SHUPXWD]LRQH SXz HVVHUH IDWWRUL]]DWD LQ FLFOL GLVJLXQWL $ WDOH VFRSR RVVHUYLDPR FKH LO FDVR GHOOD SHUPXWD]LRQH XQLWj I SXz HVVHUH LQWHUSUHWDWR FRPH FDVR OLPLWH LQ FXL L FLFOL FRLQYROWL VRQR GL JUDGR k = 1

§1 2 3 ... n · ¸¸ = (1)(2)(3)....(n) I = ¨¨ ©1 2 3 ... n ¹ 6L VXSSRQJD TXLQGL GL FRQVLGHUDUH XQD SHUPXWD]LRQH σ ≠ I

§ 1

2

3 m3

σ = ¨¨ © m1 m2

... n · ¸ ... m n ¸¹

GRYH mi = iσ ∈ {1,2,3,.....n} HG LQGLFD LO WUDVIRUPDWR GHOO·HOHPHQWR i VHFRQGR σ 6L DSSOLFKL ULSHWXWDPHQWH SHUPXWD]LRQH

σ

DOO·HOHPHQWR LQ PRGR GD RWWHQHUH OD VHJXHQWH FDWHQD GL

m1 = mi1 = 1σ mi2 = 1σ 2 «« mik = 1σ k ILQR DO SL SLFFROR YDORUH k ≤ n ROWUH LO TXDOH VL DEELD XQD ULSHWL]LRQH GL VLPEROR RVVLD LQ FXL

1σ k +1 ULVXOWL XJXDOH DG XQ SUHFHGHQWH HOHPHQWR mi j = 1σ j FRQ 1 ≤ j ≤ k Ë FKLDUR FKH WDOH

HYHQLHQ]D GHEED VHPSUH YHULILFDUVL VWDQGR LO IDWWR FKH LO QXPHUR n GHJOL HOHPHQWL SHUPXWDWL q ILQLWR 'LPRVWULDPR RUD FKH QHFHVVDULDPHQWH GHYH HVVHUH

1σ k = 1 mi j = 1σ j = 1σ k +1 = 1σ k σ = 1σ = m1 H FKH TXLQGL FKH OD FDWHQD m1

= mi1 = 1σ mi2 = 1σ 2 «« mik = 1σ k UDSSUHVHQWD XQ FLFOR GL

JUDGR k 1 1σ 1σ «« 1σ 2

,QIDWWL GRYHQGR VXVVLVWHUH OD VHJXHQWH XJXDJOLDQ]D

k −1

1σ j = 1σ k +1 FRQ 1 ≤ j ≤ k VL KD GRYH 1 ≤ l = 2UD SRLFKp

1σ j σ − j = 1σ k +1σ − j 1 = 1σ k − j +1 = 1σ l

k − j + 1 ≤ k HVVHQGR 1 ≤ j ≤ k 1 = 1σ l 1σ l +1 = 1σ = m1

LO YDORUH l q XQ YDORUH ROWUH LO TXDOH VL KD OD ULSHWL]LRQH GHO VLPEROR QHOOD FDWHQD m1

= mi1 = 1σ

mi2 = 1σ «« mik = 1σ H SHU O·HVDWWH]]D LO VLPEROR ULSHWXWR ULVXOWD HVVHUH m1 3HU LSRWHVL VL q 2

k

SRVWR SDUL D k LO SL SLFFROR YDORUH ROWUH LO TXDOH VL DEELD XQD ULSHWL]LRQH GL VLPEROR SHUWDQWR l QRQ SXz HVVHUH PLQRUH GL k RVVLD l ≥ k H ULFRUGDQGR FKH 1 ≤ l = k − j + 1 ≤ k VHJXH l = k &Lz SRUWD GXQTXH D FRQFOXGHUH FKH

1σ k = 1 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL H m1

= mi1 = 1σ mi2 = 1σ «« mik = 1σ k ≡ 1σ 1σ 2 «« 1 = 1σ k 2

FKH UDSSUHVHQWD XQ FLFOR GL JUDGR k 'REELDPR RUD GLVWLQJXHUH GXH FDVL k = n LQ TXHVWR FDVR LO FLFOR LQGLYLGXDWR HVSULPH WXWWD OD SHUPXWD]LRQH σ OD TXDOH • TXLQGL ULVXOWD HVVHUH XQ FLFOR GL JUDGR n H OD GLPRVWUD]LRQH q FRPSOHWDWD • k < n LQ TXHVWR FDVR DSSOLFKLDPR OR VWHVVR UDJLRQDPHQWR IDWWR LQ SUHFHGHQ]D VROR VXJOL HOHPHQWL GHOO·LQVLHPH {1,2,3,.....n} ODVFLDWL ILVVL GDO FLFOR GL JUDGR k SUHFHGHQWHPHQWH LQGLYLGXDWR 3DUWHQGR GDO SL SLFFROR HOHPHQWR s WUD TXHOOL ODVFLDWL ILVVL VL LQGLYLGXD XQ VHFRQGR FLFOR GL JUDGR h GLVJLXQWR FRQ LO SUHFHGHQWH 3HU YHULILFDUH FKH L GXH FLFOL VLDQR GLVJLXQWL VL RVVHUYL FKH LQ FDVR FRQWUDULR GRYUHEEH YDOHUH 1σ

= sσ t FKH LPSOLFD FKH s = 1σ j −t s DSSDUWLHQH DO SULPR FLFOR FRVD LPSRVVLELOH SRLFKp SHU GHILQL]LRQH s q VWDWR j

VFHOWR QRQ DSSDUWHQHQWH DO SULPR FLFOR 'RSR DYHU LQGLYLGXDWR LO VHFRQGR FLFOR VH ULPDQJRQR HOHPHQWL ODVFLDWL ILVVL DQFKH GD WDOH FLFOR VL SXz LWHUDUH LO UDJLRQDPHQWR GHWHUPLQDQGR XOWHULRUL FLFOL ILQR DG HVDXULPHQWR GL WDOL HOHPHQWL SRWHQGR RWWHQHUH DQFKH FLFOL GL JUDGR XQR LQ FXL FLRq VL YHULILFD s = sσ 6H LQGLFKLDPR FRQ Ci O· i − esimo FLFOR RVVHUYDQGR FKH LO SURGRWWR GL FLFOL GLVJLXQWL QRQ GHWHUPLQD O·LQWHUD]LRQL FRQ JOL HOHPHQWL GL FLFOL GLYHUVL RVVLD FKH RJQL FLFOR VWDELOLVFH OD FRUUHWWD SHUPXWD]LRQH GHL VROL SURSUL HOHPHQWL VL SXz VFULYHUH > @ σ = C1C 2 ....C l H OD GLPRVWUD]LRQH q FRPSOHWDWD 3HU LQFLVR RVVHUYLDPR FKH VH LQGLFKLDPR FRQ k i LO JUDGR GHO JHQHULFR FLFOR Ci GL IDWWRUL]]D]LRQH k

ULSRUWDWR QHOOD VL KD C i i = I GRYH I LQGLFD OD SHUPXWD]LRQH LGHQWLFD 6H LQGLFKLDPR FRQ k LO PLQLPR FRPXQH PXOWLSOR GL WXWWL L k i SHU i = 1..l GRYH l LQGLFD LO QXPHUR GHL FLFOL GL IDWWRUL]]D]LRQH ULSRUWDWL QHOOD

VL RWWLHQH FKH

C ik = I SHU RJQL SHU i = 1..l GD FXL > @ σ

k

= C1k C 2k ....C lk = I

9HGLDPR XQ HVHPSLR GL VFRPSRVL]LRQH LQ FLFOL 6LD

§ 1 2 3 4. 5 ·

¸¸ σ = ¨¨ ©3 1 2 5 4¹

3ULPR FLFOR 1σ

= 3; 1σ 2 = 3σ = 2 1σ 3 = 2σ = 1 ≡ (1,32)

VHFRQGR FLFOR 4σ = 5 4σ

2

= 5σ = 4 ≡ (4,5)

3HUWDQWR VL KD

§ 1 2 3 4. 5 ·

,QROWUH HVVHQGR

¸¸ = (1,3,2)(4,5) σ = ¨¨ ©3 1 2 5 4¹

(1,3,2) 3 = I H (4,5) 2 = I VHJXH 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL 6

§ 1 2 3 4. 5 · ¸¸ = (1,3,2) 6 (4,5) 6 = I σ = ¨¨ ©3 1 2 5 4¹ 6

)DWWRUL]]D]LRQH GL XQD SHUPXWD]LRQH QHO SURGRWWR GL WUDVSRVL]LRQL

1HO SDUDJUDIR SUHFHGHQWH DEELDPR YLVWR FKH RJQL SHUPXWD]LRQH q IDWWRUL]]DELOH QHO SURGRWWR GL FLFOL GLVJLXQWL FRQ LO FDVR OLPLWH GHOOD SHUPXWD]LRQH XQLWj FKH SXz HVVHUH YLVWD FRPH SURGRWWR GL FLFOL GL JUDGR '·DOWUD SDUWH DEELDPR DQFKH GLPRVWUDWR FKH RJQL FLFOR GL JUDGR VXSHULRUH DG q IDWWRUL]]DELOH QHO SURGRWWR GL WUDVSRVL]LRQL 3HUWDQWR VL SXz FRQFOXGHUH FKH DG HVFOXVLRQH GHOOD SHUPXWD]LRQH LGHQWLFD RJQL SHUPXWD]LRQH q HVSULPLELOH FRPH SURGRWWR GL WUDVSRVL]LRQL

5LGX]LRQH GL XQD FRSSLD GL WUDVSRVL]LRQL DG XQ FLFOR GL JUDGR WUH

6L FRQVLGHUL XQ JUXSSR GL SHUPXWD]LRQH FRQ DOPHQR HOHPHQWL GLVWLQWL H YDOXWLDPR GXH FDVL LO FDVR LQ FXL VL DEELDPR HVDWWDPHQWH HOHPHQWL GD SHUPXWDUH JUXSSR VLPPHWULFR Σ 3 GL JUDGR HG LO FDVR FRQ XQ QXPHUR GL HOHPHQWL PDJJLRUH GL JUXSSR VLPPHWULFR Σ n GL JUDGR n > 3 &DVR Σ 3

*OL HOHPHQWL GL Σ 3 VRQR OH SHUPXWD]LRQL GHOO·LQVLHPH {1,2,3} HG XQD FRSSLD GL WUDVSRVL]LRQL q DG HVHPSLR GHOOD IRUPD σ

= (1,2)(1,3)

9DOXWLDPR RUD WXWWH OH SRVVLELOL FRSSLH GL WUDVSRVL]LRQH ULFRUGDQGR FKH OD WUDVSRVL]LRQH

(i, j )

LQGLYLGXD OD VWHVVD WUDVSRVL]LRQH LQGLFDWD GD ( j , i ) H FKH TXLQGL QRQ LPSRUWD O·RUGLQH LQ FXL YHQJRQR GHVLJQDWL JOL HOHPHQWL 'REELDPR DOORUD LQGLYLGXDUH WXWWH OH SRVVLELOL WUDVSRVL]LRQL GLYHUVH FRVWUXLELOL FRQ WUH HOHPHQWL LO FXL QXPHUR q GDWR GDO FRHIILFLHQWH ELQRPLDOH HVSULPH OH FRPELQD]LRQL VHQ]D ULSHWL]LRQH GL WUH HOHPHQWL SUHVL D FRSSLD ,Q IRUPD HVSOLFLWD WDOL SHUPXWD]LRQL VRQR (1,2) (1,3) (2,3) $OORUD DYUHPR LQ WXWWR QRYH FRSSLH FRQ i

§ 3 · 3! ¨¨ ¸¸ = = 3 FKH © 2 ¹ 2!

= 1,2,3; j = 1,2,3

(1,2)(1,2) (1,3)(1,3) (2,3)(2,3) WDOL FRSSLH VRQR FDUDWWHUL]]DWH GDO IDWWR FKH VRQR XJXDOL

WUD ORUR H VL SRVVRQR HVSULPHUH QHOOD IRUPD (i, j )(i, j ) = (i, j ) = I SHUWDQWR SRVVRQR HVVHUH SHQVDWH FRPH LO SURGRWWR GL ]HUR FLFOL (1,2)(1,3) (1,3)(1,2) WDOL FRSSLH VRQR HVSULPLELOL QHOOD IRUPD (1, i )(1, j ) = (1, i, j ) H SHUWDQWR SRVVRQR HVVHUH HVSUHVVH FRPH XQ FLFOR (1,3)(2,3) (2,3)(1,3) WDOL FRSSLH VRQR HVSULPLELOL QHOOD IRUPD

2

• •

(i,3)( j,3) ≡ (3, i)(3, j ) = (3, i, j ) (1,2)(2,3) (2,3)(1,2) WDOL FRSSLH (i,2)( j,2) ≡ (2, i)(2, j ) = (2, i, j )

VL

SRVVRQR

HVSULPHUH

QHOOD

3HUWDQWR ULVXOWD YHULILFDWR FKH RJQL FRSSLD GL WUDVSRVL]LRQH q ULFRQGXFLELOH DG XQ FLFOR &DVR Σ n 1HO FDVR JHQHUDOH VL VHJXH OD VWHVVD OLQHD GL UDJLRQDPHQWR XWLOL]]DWD SHU Σ 3 *HQHULFDPHQWH OH FRSSLH GL WUDVSRVL]LRQH SRVVRQR HVVHUH LQGLYLGXDWH GD (i, j )(k , l ) FRQ i = 1..n j = 1..n l = 1..n

3DJ

IRUPD


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL

/H SRVVLELOL WUDVSRVL]LRQL FKH VL SRVVRQR IRUPDUH FRQ n HOHPHQWL VRQR SDUL D

§n· ¨¨ ¸¸ PHQWUH OH © 2¹

2

§n· SRVVLELOL FRSSLH VRQR ¨¨ ¸¸ $G HVHPSLR SHU n = 4 VL KDQQR WUDVSRVL]LRQL H FRSSLH PHQWUH © 2¹ SHU n = 5 OH WUDVSRVL]LRQL VRQR H OH FRSSLH VRQR &RPH VL YHGH LO QXPHUR GL FUHVFH PROWR 2

§n· YHORFHPHQWH SHUz OD GLPRVWUD]LRQH SXz HVVHUH DJHYROPHQWH VYLOXSSDWD RVVHUYDQGR FKH OH ¨¨ ¸¸ VL © 2¹ SRVVRQR UDJJUXSSDUH LQ VHL JUXSSL • JUXSSR LQ WDOH JUXSSR VL ULXQLVFRQR OH FRSSLH LQ FXL OD SULPD WUDVSRVL]LRQH q XJXDOH DOOD 2

VHFRQGD H TXLQGL VRQR GHO WLSR (i, j )(i, j ) GD FXL VHJXH (i, j )(i, j ) = (i, j ) = I H SHUWDQWR OH FRSSLH DSSDUWHQHQWL D WDOH JUXSSR VL SRVVRQR SHQVDUH HVSUHVVH FRPH LO SURGRWWR GL ]HUR FLFOL JUXSSR LQ WDOH JUXSSR VL ULXQLVFRQR OH FRSSLH LQ FXL LO SULPR HOHPHQWR GHOOD SULPD WUDVSRVL]LRQH q XJXDOH DO SULPR HOHPHQWR GHOOD VHFRQGD GD WUDVSRVL]LRQH 7DOL FRSSLH VL SRVVRQR SRUUH QHOOD IRUPD (a, j )(a, k ) FRQ a = 1..n HOHPHQWR ILVVR H a ≠ j a ≠ k H

j ≠ k GD FXL VHJXH (a, j )(a, k ) = (a, j , k ) •

JUXSSR LQ WDOH JUXSSR VL ULXQLVFRQR OH FRSSLH LQ FXL LO SULPR HOHPHQWR GHOOD SULPD WUDVSRVL]LRQH q XJXDOH DO VHFRQGR HOHPHQWR GHOOD VHFRQGD GD WUDVSRVL]LRQH 7DOL FRSSLH VL SRVVRQR SRUUH QHOOD IRUPD (a, j )(k , a) FRQ a = 1..n HOHPHQWR ILVVR H a ≠ j a ≠ k H

j ≠ k GD FXL VHJXH ULFRUGDQGR FKH (k , a) ≡ (a, k ) (a, j )(k , a) ≡ (a, j )(a, k ) = (a, j, k ) •

JUXSSR LQ WDOH JUXSSR VL ULXQLVFRQR OH FRSSLH LQ FXL LO VHFRQGR HOHPHQWR GHOOD SULPD WUDVSRVL]LRQH q XJXDOH DO SULPR HOHPHQWR GHOOD VHFRQGD GD WUDVSRVL]LRQH 7DOL FRSSLH VL SRVVRQR SRUUH QHOOD IRUPD ( j , a)(a, k ) FRQ a = 1..n HOHPHQWR ILVVR H a ≠ j a ≠ k H

JUXSSR LQ WDOH JUXSSR VL ULXQLVFRQR OH FRSSLH LQ FXL LO VHFRQGR HOHPHQWR GHOOD SULPD WUDVSRVL]LRQH q XJXDOH DO VHFRQGR HOHPHQWR GHOOD VHFRQGD GD WUDVSRVL]LRQH 7DOL FRSSLH VL SRVVRQR SRUUH QHOOD IRUPD ( j , a)(k , a) FRQ a = 1..n HOHPHQWR ILVVR H a ≠ j a ≠ k H

j ≠ k GD FXL VHJXH ULFRUGDQGR FKH ( j , a ) ≡ (a, j ) ( j , a)(a, k ) ≡ (a, j )(a, k ) = (a, j, k )

j ≠ k GD FXL VHJXH ULFRUGDQGR FKH ( j , a ) ≡ (a, j ) H (k , a) ≡ (a, k ) ( j , a )(k , a) ≡ ≡ (a, j )(a, k ) = (a, j, k ) JUXSSR LQ WDOH JUXSSR QRQ SUHVHQWH QHO FDVR Σ 3 VRQR ULXQLWH WXWWH OH FRSSLH FKH QRQ KDQQR DOFXQ HOHPHQWR XJXDOH H FKH TXLQGL SRVVRQR HVVHUH HVSUHVVH QHOOD IRUPD (i, j )(k , l ) 2VVHUYLDPR RUD FKH

(i, j, k ) = (i, j )(i, k ) (i, j ) = (i, j, k )(i, k ) −1 = (i, j, k )(i, k ) (k , i, l ) = (k , i)(k , l ) (k , l ) = (k , i) −1 (k , i, l )ì = (k , i)(k , i, l ) = (i, k )(k , i, l ) 6RVWLWXHQGR VL RWWLHQH

(i, j )(k , l ) = (i, j , k )(i, k )(i, k )(k , i, l ) = (i, j , k )(i, k ) 2 (k , i, l ) = (i, j , k )(k , i, l ) I

H FLz GLPRVWUD FKH OH FRSSLH GHO JUXSSR VRQR HVSULPLELOL FRPH SURGRWWR GL GXH FLFOL

2VVHUYD]LRQH $EELDPR YHULILFDWR LQ XQ SUHFHGHQWH SDUDJUDIR FKH XQ FLFOR GL JUDGR k q IDWWRUL]]DELOH QHO SURGRWWR GL k − 1 WUDVSRVL]LRQL 3HUWDQWR SRVVLDPR DIIHUPDUH FKH XQ FLFOR q VFRPSRQLELOH QHO SURGRWWR GL GXH WUDVSRVL]LRQL H DOO·LQYHUVR XQD FRSSLD GL WUDVSRVL]LRQL H IDWWRUL]]DELOH QHO SURGRWWR GL ]HUR XQR R GXH FLFOL

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL

&ODVVLILFD]LRQH GHOOH SHUPXWD]LRQL LQ SHUPXWD]LRQL SDUL H GLVSDUL $EELDPR YLVWR FKH RJQL SHUPXWD]LRQH q HVSULPLELOH FRPH LO SURGRWWR GL WUDVSRVL]LRQL ,Q TXHVWD IDWWRUL]]D]LRQH VL SXz SUHVHQWDUH LO FDVR LQ FXL LO QXPHUR GL WDOL WUDVSRVL]LRQL VLD SDUL RSSXUH GLVSDUL GLUHPR EUHYHPHQWH IDWWRUL]]D]LRQH R VFRPSRVL]LRQH SDUL R GLVSDUL FLz VXJJHULVFH O·LGHD GL FDUDWWHUL]]DUH OH SHUPXWD]LRQL LQ SHUPXWD]LRQL SDUL H SHUPXWD]LRQL GLVSDUL VH DPPHWWRQR ULVSHWWLYDPHQWH XQD VFRPSRVL]LRQH SDUL R GLVSDUL 7DOH FODVVLILFD]LRQH ULVXOWD SHUz EHQ SRVWD VROR VH QRQ q SRVVLELOH FKH XQD VWHVVD SHUPXWD]LRQH DPPHWWD VLD XQD IDWWRUL]]D]LRQH LQ WUDVSRVL]LRQL SDUL VLD XQD IDWWRUL]]D]LRQH GLVSDUL 'LPRVWULDPR FKH HIIHWWLYDPHQWH RJQL SHUPXWD]LRQH DPPHWWH XQD IDWWRUL]]D]LRQH GL XQ VROR WLSR $ WDOH VFRSR FRQVLGHULDPR LO JUXSSR VLPPHWULFR Σ n GL RUGLQH n HG LQGLFKLDPR FRQ

mi ∈ {1,2,3,..., n} SHU i = 1..n L VXRL HOHPHQWL VL FRQVLGHUL SRL LO VHJXHQWH SROLQRPLR

P(m1 , m2 ,..., mn ) =

Π(mk − m j )

1≤ j < k ≤ n

− m j ) RWWHQXWL GDJOL HOHPHQWL mi ∈ {1,2,3,..., n} VX FXL q VWDWR ILVVDWR XQ JHQHULFR RUGLQDPHQWR WUD WXWWL JOL n! RUGLQDPHQWL SRVVLELOL GHOO·LQVLHPH {1,2,3,..., n} (VVHQGR mk ≠m j SHU RJQL SRVVLELOH YDORUH GHOO·LQGLFH VHJXH P ( m1 , m 2 ,..., m n ) ≠0 H VDUj TXLQGL GDWR GDO SURGRWWR GHL PRQRPL GHO WLSR (mk

P(m1 , m2 ,..., mn ) > 0 R P(m1 , m2 ,..., mn ) < 0 VLQWHWLFDPHQWH GLUHPR FKH LO VHJQR GL P • sgn(P) = 1 VH P > 0 • sgn( P) = −1 VH P < 0 9HGLDPR XQ HVHPSLR FRQVLGHUDQGR Σ 4 H SRQHQGR {m1 , m2 , m3 , m 4 } = {3,2,4,1} 6L KD

P(m1 , m2 , m3 , m4 ) = (m2 − m1 )(m3 − m1 )(m3 − m2 )(m4 − m1 )(m4 − m2 )(m4 − m3 ) P(3,2,4,1) = (2 − 3)(4 − 3)(4 − 2)(1 − 3)(1 − 2)(1 − 4) = (−1)(1)(2)(−2)(−1)(−3) = 12 > 0 sgn( P) = sgn(12) = 1 &RQVLGHULDPR RUD XQD JHQHULFD WUDVSRVL]LRQH Ï„ = ( m s , mt ) H YDOXWLDPR OD YDULD]LRQH GHO VHJQR GHO SROLQRPLR P D VHJXLWR GHOO·DSSOLFD]LRQH Ï„P GL Ï„ VX P FKH FRQVLVWH QHOOD VRVWLWX]LRQH m s → mt H mt → ms QHL FRUULVSRQGHQWL VLPEROL GHO SROLQRPLR P(m1 , m2 ,..., mn ) ,Q P ( m1 , m2 ,..., mn ) VL KDQQR n − 1 RFFRUUHQ]H GL m s QHL VHJXHQWL PRQRPL

•

m s − m1 ½ m s − m2 °° ° ... ¾s − 1 WHUPLQL s = 1 ]HUR WHUPLQL s = 2 XQ WHUPLQH « s = n n − 1 m s − ms −2 ° ° m s − m s −1 °¿ WHUPLQL

m s +1 − m s ms+2 − ms

½ ° ° ° ... • ¾n − s WHUPLQL s = 1 n − 1 WHUPLQL « s = n ]HUR WHUPLQL m s +( n − s −1) − m s ° ° m s + ( n − s ) − m s °¿ H GXQTXH ( s − 1) + (n − s ) = n − 1 WHUPLQL ,Q WDOL WHUPLQL q FRQWHJJLDWR DQFKH LO PRQRPLR LQ FXL FRPSDUH OD FRSSLD {m s , mt } WDOH PRQRPLR VL WURYD QHO SULPR JUXSSR VH s > t PHQWUH VL WURYD QHO VHFRQGR JUXSSR VH s < t &KLDPHUHPR VHULH 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL

s O·LQVLHPL GHL PRQRPL GL P ( m1 , m2 ,..., mn ) VRSUD LOOXVWUDWL D FXL YLHQH WROWR LO PRQRPLR FRQ OD

FRSSLD {m s , mt }

$QDORJDPHQWH DEELDPR LQ P ( m1 , m2 ,..., mn ) n − 1 RFFRUUHQ]H GL mt QHOOD VHULH GL PRQRPL RWWHQXWL GD TXHOOL VRSUD HVSOLFLWDWL VRVWLWXHQGR DOOD OHWWHUD s OD OHWWHUD t

mt − m1 ½ mt − m2 °° ° ... ¾t − 1 WHUPLQL mt − mt − 2 ° ° mt − mt −1 °¿ mt +1 − mt ½ mt + 2 − mt °° ° ... ¾n − t WHUPLQL mt + ( n −t −1) − mt ° ° mt +( n−t ) − mt °¿

H GXQTXH (t − 1) + (n − t ) = n − 1 WHUPLQL $QFKH LQ TXHVWR VHFRQGR FDVR QHJOL (n − 1) WHUPLQL q FRQWHJJLDWR LO PRQRPLR LQ FXL FRPSDUH OD FRSSLD {m s , mt } VROR FKH LQ TXHVWR FDVR WDOH PRQRPLR VL WURYD QHO VHFRQGR JUXSSR VH s

> t H QHO SULPR JUXSSR VH s < t &KLDPHUHPR VHULH t O·LQVLHPL GHL PRQRPL GL P ( m1 , m2 ,..., mn ) VRSUD LOOXVWUDWL D FXL YLHQH WROWR LO PRQRPLR FRQ OD FRSSLD {m s , mt }

2UD LQ EDVH D TXDQWR HYLGHQ]LDWR SRVVLDPR FRQFOXGHUH FKH LO QXPHUR FRPSOHVVLYR GL PRQRPL LQ P (m1 , m2 ,..., mn ) LQ FXL FRPSDUH DOPHQR XQ VLPEROR GHOOD FRSSLD (m s , mt ) q GDWR GDO VHJXHQWH QXPHUR GLVSDUL

(n − 1) + (n − 1) − 1 = 2(n − 1) − 1

,QIDWWL VL KDQQR GXH LQVLHPL GL PRQRPL GL

(n − 1) WHUPLQL D FXL ELVRJQD WRJOLHUH XQ WHUPLQH LQ TXDQWR LO PRQRPLR FRQ HQWUDPEL L VLPEROL {m s , mt } q FRQWDWR GXH YROWH $SSOLFKLDPR DGHVVR OD WUDVSRVL]LRQH τ = ( m s , mt ) (VVD SURGXFH GXH HIIHWWL • WUDVIRUPD L PRQRPL GHOOD VHULH s LQ TXHOOL GHOOD VHULH t H YLFHYHUVD QRQ SURGXFHQGR LQ TXHVWR FDVR DOFXQD DOWHUD]LRQH GL P ( m1 , m2 ,..., mn ) H TXLQGL QRQ PRGLILFDQGRQH LO VHJQR • WUDVIRUPD LO PRQRPLR LQ FXL FRPSDUH OD FRSSLD {m s , mt } FDPELDQGRQH LO VHJQR ,QIDWWL VH s > t WDOH PRQRPLR H GDWR GD (m s − mt ) HG LO WUDVIRUPDWR VHFRQGR τ q GDWR GD (m s − mt )τ = (mt − m s ) = −(m s − mt ) 3HUWDQWR SRVVLDPR FRQFOXGHUH FKH OD DSSOLFD]LRQH GL XQD WUDVSRVL]LRQH τ ID FDPELDUH GL VHJQR D P sgn( P) = − sgn( Pτ ) 5LWRUQLDPR RUD DO SUREOHPD FKH FL KD VSLQWR D WXWWD TXHVWD VHULH GL UDJLRQDPHQWL 6H IRVVH SRVVLELOH SHU XQD SHUPXWD]LRQH σ DYHUH VLD XQD IDWWRUL]]D]LRQH LQ WUDVSRVL]LRQL GL WLSR SDUL VLD XQD GL WLSR GLVSDUL VL DYUHEEH O·DVVXUGR FKH O·D]LRQH GL XQD VWHVVD SHUPXWD]LRQH σ DYUHEEH FRPSRUWDPHQWL GLYHUVL VX P ( m1 , m2 ,..., mn ) LQ TXDQWR QHO FDVR GHOOD UDSSUHVHQWD]LRQH SDUL DYHQGR XQ QXPHUR SDUL GL WUDVSRVL]LRQL VL KDQQR DQFKH XQ QXPHUR SDUL GL FDPELDPHQWL GL VHJQR H 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL

TXLQGL OD P ( m1 , m2 ,..., mn ) FRQ FDPELD GL VHJQR ,QYHFH QHO FDVR GHOOD UDSSUHVHQWD]LRQH GLVSDUL DYHQGR XQ QXPHUR GLVSDUL GL FDPELDPHQWL GL VHJQR VL YHULILFD XQ FDPELDPHQWR GL VHJQR GL P (m1 , m2 ,..., mn ) 3RVVLDPR SHUWDQWR FRQFOXGHUH FKH RJQL SHUPXWD]LRQH SXz HVVHUH IDWWRUL]]DWD FRQ XQ QXPHUR SDUL GL WUDVSRVL]LRQL RSSXUH LQ PRGR DOWHUQDWLYR SXz HVVHUH VFRPSRVWD LQ XQ QXPHUR GLVSDUL GL WUDVSRVL]LRQL /H SHUPXWD]LRQL GHO SULPR WLSR VL FKLDPDQR SDUL PHQWUH TXHOOH GHO VHFRQGR WLSR YHQJRQR GHWWH GLVSDUL 3HUWDQWR OH SHUPXWD]LRQL GL XQ LQVLHPH SRVVRQR HVVHUH SDUWL]LRQDWH LQ GXH FODVVL OD FODVVH GHOOH SHUPXWD]LRQL SDUL H OD FODVVH GHOOH SHUPXWD]LRQL GLVSDUL

*UXSSR $OWHUQR

,O JUXSSR DOWHUQR An q LO VRWWRJUXSSR GHO JUXSSR VLPPHWULFR Σ n FRVWLWXLWR GDOO·LQVLHPH GL WXWWL OH SHUPXWD]LRQL SDUL GL Σ n H GDOOD SHUPXWD]LRQH LGHQWLWj 6L RVVHUYL FKH OD SHUPXWD]LRQH LGHQWLWj SXz HVVHUH SHQVDWD FRPH XQD SHUPXWD]LRQH SDUL LQ TXDQWR VL SXz RWWHQHUH FRPH LO SURGRWWR GL GXH WUDVSRVL]LRQL GDWR GD XQD TXDOVLDVL WUDVSRVL]LRQH H GDOOD VXD LQYHUVD 7DOH GHILQL]LRQH q EHQ SRVWD VH HIIHWWLYDPHQWH O·LQVLHPH GHOOH SHUPXWD]LRQL SDUL FRVWLWXLVFH XQ VRWWRJUXSSR GL Σ n FRVD GL SHU Vp QRQ HYLGHQWH 3URFHGLDPR GXQTXH D GLPRVWUDUH DOORUD FKH An q XQ VRWWRJUXSSR GL Σ n DQ]L GLPRVWULDPR FKH

An Σ n RVVLD An q XQ VRWWRJUXSSR QRUPDOH GHO JUXSSR VLPPHWULFR $ WDOH VFRSR GHILQLDPR XQD DSSOLFD]LRQH Φ : Σ n → {− 1,+1} FKH DVVRFLD DG RJQL SHUPXWD]LRQH SDUL LO YDORUH H DG RJQL SHUPXWD]LRQH GLVSDUL LO YDORUH 6L RVVHUYL FKH {− 1,+1} KD XQD VWUXWWXUD GL JUXSSR ULVSHWWR DOOD XVXDOH PROWLSOLFD]LRQH DULWPHWLFD LQ TXDQWR • O·HOHPHQWR QHXWUR q GDWR GD • O·LQYHUVR GL q H O·LQYHUVR GL q • OD FKLXVXUD VL YHULILFD GLUHWWDPHQWH • O·DVVRFLDWLYLWj q JDUDQWLWD GDO IDWWR FKH O·RSHUD]LRQH GL JUXSSR q OD PROWLSOLFD]LRQH XVXDOH WUD QXPHUL SHU OD TXDOH YDOH OD SURSULHWj DVVRFLDWLYD ,QROWUH

Φ ULVXOWD HVVHUH XQ RPRPRUILVPR LQ TXDQWR GHWWH σ p H σ d GXH SHUPXWD]LRQL GL Σ n

ULVSHWWLYDPHQWH SDUL H GLVSDUL VL KD • • • •

σ p σ d q XQD SHUPXWD]LRQH GLVSDUL σ d σ p q XQD SHUPXWD]LRQH GLVSDUL σ p σ p q XQD SHUPXWD]LRQH SDUL σ d σ d q XQD SHUPXWD]LRQH SDUL

2VVLD L SURGRWWL WUD SDUL q GLVSDUL PDQWHQJRQR DO UHJROD DOJHEULFD GHL VHJQL LQ FXL LO SDUL FRUULVSRQGH D HG LO GLVSDUL FRUULVSRQGH D H WDOH FRUULVSRQGHQ]D YLHQH DSSOLFDWD GD Φ ,Q PRGR SL HVSOLFLWR •

Φ(σ p )Φ(σ d ) = (+1)(−1) = −1 = Φ(σ pσ d )

Φ(σ p )Φ(σ p ) = (+1)(+1) = +1 = Φ(σ pσ p ) 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL

Φ(σ d )Φ(σ p ) = (+1)(−1) = −1 = Φ(σ d σ p )

Φ (σ d )Φ (σ d ) = (+1)(−1) = −1 = Φ (σ d σ d )

,O NHUQHO GL Φ q GDWR GDOOD WRWDOLWj GHOOH SHUPXWD]LRQL σ WDOH FKH Φ (σ ) = 1 WDOH LQVLHPH q GDWR GD WXWWH OH SHUPXWD]LRQL SDUL H GDOOD SHUPXWD]LRQH XQLWj VL ULFRUGL FKH LO WUDVIRUPDWR WUDPLWH XQ RPRPRUILVPR GHOO·HOHPHQWR XQLWj DSSDUWLHQH DO NHUQHO 3HUWDQWR VL KD KerΦ = An 2UD ULFRUGDQGR FKH LO NHUQHO KerΦ GL XQ RPRPRUILVPR q XQ VRWWRJUXSSR QRUPDOH GHO GRPLQLR VHJXH FKH An Σ n

1XPHUR GL HOHPHQWL GHO JUXSSR DOWHUQR

5LFRUGLDPR FKH SHU OH SURSULHWj GHJOL LVRPRUILVPL YDOH OD VHJXHQWH UHOD]LRQH Φ (Σ n ) ≈ Σ n / An 2UD Φ (Σ n ) = {+ 1,−1} GD FXL VHJXH FKH O·RUGLQH GL Φ (Σ n ) q SDUL D (VVHQGR Φ (Σ n ) ≈ Σ n / An '·DOWUD SDUWH

Ord (Σ n / An ) = 2 Ord (Σ n / An ) = Ord (Σ n ) / Ord ( An )

GD FXL VHJXH

Ord (Σ n ) / Ord ( An ) = 2 Ord ( An ) =

Ord (Σ n ) 2

5LFRUGDQGR FKH Ord (Σ n ) = n! SRVVLDPR FRQFOXGHUH FKH

Ord ( An ) =

n! 2

0DVVLPDOLWj GHO JUXSSR DOWHUQR

,O JUXSSR DOWHUQR An q XQ JUXSSR PDVVLPDOH GHO JUXSSR VLPPHWULFR Σ n ,QIDWWL LO JUXSSR TXR]LHQWH Σ n / An q XQ JUXSSR SULPR GL RUGLQH LQ TXDQWR

Ord (Σ n / An ) = Ord (Σ n ) / Ord ( An ) = n! /( n! / 2) = 2

3HUWDQWR SHU LO FRUROODULR VXO FULWHULR GL PDVVLPDOLWj VHJXH OD PDVVLPDOLWj GL An SHU LO JUXSSR VLPPHWULFR 3L LQ GHWWDJOLR VL SXz RVVHUYDUH TXDQWR GL VHJXLWR ULSRUWDWR *OL HOHPHQWL GL Σ n / An VRQR •

O·HOHPHQWR QHXWUR LQGLYLGXDWR GD An

O·LQVLHPH sAn ≠ An FRQ s ∈ Σ n SHUWDQWR s ∉ An DOWULPHQWL sAn = An H DOORUD s q XQD SHUPXWD]LRQH GLVSDUL H sAn ≡ Dn O·LQVLHPH GL WXWWH OH SHUPXWD]LRQL GLVSDUL

$OORUD Σ n / An QRQ SXz DYHUH VRWWRJUXSSL SURSUL LQ TXDQWR O·XQLFR VRWWRLQVLHPH FRQ FXL SRWHU FRVWUXLUH XQ VRWWRJUXSSR SURSULR q GDWR GD {Dn } FKH QRQ FRVWLWXLVFH VRWWRJUXSSR 4XHVWR IDWWR VL SXz YHULILFDUH LQ SL PRGL • {Dn } QRQ KD O·HOHPHQWR QHXWUR

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL

Σ n / An = {An , Dn } q XQ JUXSSR SULPR SHUWDQWR ULVXOWD DQFKH XQ JUXSSR FLFOLFR GL RUGLQH

GD FXL VHJXH ( Dn ) = An HOHPHQWR QHXWUR H TXLQGL LQ {Dn } QRQ YDOH OD SURSULHWj GL 2

FKLXVXUD

Σ n / An = {An , Dn } q GXQTXH XQ JUXSSR VHPSOLFH LQ TXDQWR QRQ DYHQGR VRWWRJUXSSL SURSUL QRQ

SXz DYHUH QHDQFKH VRWWRJUXSSL QRUPDOL SURSUL HG DSSOLFDQGR LO FULWHULR GL PDVVLPDOLWj VHJXH FKH An q XQ JUXSSR PDVVLPDOH GL Σ n 6L RVVHUYL SHU LQFLVR FKH LO JUXSSR Σ n / An HVVHQGR SULPR ULVXOWD DQFKH FLFOLFR HG DEHOLDQR

6FRPSRVL]LRQH GL XQ JUXSSR DOWHUQR LQ FLFOL

$EELDPR YLVWR LQ SUHFHGHQ]D FKH RJQL FRSSLD GL SHUPXWD]LRQL SXz HVVHUH VFRPSRVWD LQ FLFOL QDWXUDOPHQWH FLz YDOH TXDQGR O·RUGLQH GHO JUXSSR VLPPHWULFR VLD PDJJLRUH RG XJXDOH D RVVLD TXDQGR VL KDQQR DOPHQR WUH HOHPHQWL GD SHUPXWDUH LQ PRGR GD SRWHU FRVWLWXLUH XQ FLFOR $OORUD VL SXz FRQFOXGHUH TXDQWR VHJXH ,O JUXSSR DOWHUQR An FRQ n ≥ 3 q FRVWLWXLWR GDO SURGRWWR GL FLFOL HG q TXLQGL JHQHUDWR GD FLFOL

OHPPD k

7XWWL L FLFOL GL C GL RUGLQH k DSSDUWHQHQWL DO JUXSSR DOWHUQR An VRQR FRQLXJDWL SHU k ≤ n − 2 2VVHUYLDPR FKH WDOH OHPPD DVVXPH VLJQLILFDWR SHU n ≥ 5 LQIDWWL DG HVHPSLR • QHO FDVR n = 2 VL DYUHEEH k = 0 H TXLQGL QHVVXQ FLFOR • QHO FDVR n = 3 VL DYUHEEH k = 1 H TXLQGL QHVVXQ FLFOR • QHO FDVR n = 4 LO OHPPD DIIHUPHUHEEH FKH LQ A4 WXWWH OH WUDVSRVL]LRQL VRQR FRQLXJDWH PD OH VLQJROH WUDVSRVL]LRQL QRQ DSSDUWHQJRQR DG A4 SHUFKp VRQR GLVSDUL •

QHO FDVR n = 5 LO OHPPD DIIHUPD FKH LQ A5 WXWWL L FLFOL VRQR FRQLXJDWL

,QROWUH SRLFKp XQ JHQHULFR FLFOR GL RUGLQH k SXz HVVHUH HVSUHVVR FRPH SURGRWWR GL WUDVSRVL]LRQL

(k − 1)

C k = (m1 , m2 , m3 ......, mk ) = (m1 , m 2 )(m1 , m3 ).....(m1 , mk )

( k −1) trasposizi oni

k

H SRLFKp C ∈ An GHYH HVVHUH LO SURGRWWR GL XQ QXPHUR SDUL GL WUDVSRVL]LRQL QHFHVVDULDPHQWH

(k − 1) GHYH HVVHUH XQ QXPHUR SDUL H k XQ QXPHUR GLVSDUL 3HUWDQWR LO OHPPD YDOH VROR SHU LO FLFOL FRQ XQ QXPHUR GLVSDUL GL HOHPHQWL 'LPRVWULDPR LO OHPPD VL FRQVLGHUL RUD OD VHJXHQWH SHUPXWD]LRQH 2 § 1 σ = ¨¨ © m1 m 2 6H σ q SDUL YDOXWLDPR LO VHJXHQWH SURGRWWR

.....k ......m k

σ −1 (123...k )σ

...( n − 1) n · ¸ ...( n − 1) n ¸¹

2VVHUYLDPR LQQDQ]L WXWWR FKH WDOH SURGRWWR DSSDUWLHQH D An LQ TXDQWR SURGRWWR GL SHUPXWD]LRQL SDUL σ SHU LSRWHVL H (12...k ) SHUFKp VH C ∈ An k

/·D]LRQH GL σ •

(12...k ) ∈ An

−1

(123...k )σ q GL VHJXLWR ULSRUWDWD m1 → 1 1 → 2 2 → m2

σ1

(12....k )

σ

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL

m2 → 2 2

→ 3 3 → m3

(12....k )

σ1

• •

σ

«

→ mk mk −1 → k − 1 k

1→

k k

(12....k )

σ1

σ

mk → k k

→ 1 1 → m1

σ1

(12....k )

σ

,Q VRVWDQ]D OD VHTXHQ]D VRSUD LOOXVWUDWD HYLGHQ]LD FKH

C k = (m1 , m 2 , m3 ......, m k ) = σ −1 (123...k )σ 6H RUD σ IRVVH XQD SHUPXWD]LRQH GLVSDUL FRQVLGHULDPR OD VHJXHQWH SHUPXWD]LRQH n · 2 .....k ...( n − 1) § 1 ¸ σ * = ¨¨ ...n (n − 1) ¸¹ © m1 m 2 ......m k 2UD σ ULVXOWD XQD SHUPXWD]LRQL SDUL LQ TXDQWR ULVSHWWR D σ FKH HUD GLVSDUL VL q LQVHULWD O·XOWHULRQH WUDVSRVL]LRQH FKH VFDPELD L GXH XOWLPL WHUPLQL *

* −1

6H FRQVLGHULDPR LO SURGRWWR (σ )

(123...k )σ * ∈ An YDOJRQR OH VWHVVH FRQVLGHUD]LRQL IDWWH QHO

FDVR LQ FXL σ YHQLYD VXSSRVWD SDUL H TXLQGL VL KD

C k = (m1 , m 2 , m3 ......, m k ) = (σ * ) −1 (123...k )σ * ∈ An

,Q FRQFOXVLRQH TXLQGL DEELDPR GLPRVWUDWR FKH DOO·LQWHUQR GHO JUXSSR DOWHUQR An RJQL FLFOR GL RUGLQH k q FRQLXJDWR FRQ (12...k ) ∈ An RVVLD DSHUWLQH DOOD FODVVH GL FRQLXJLR GL (12...k ) SXUFKp

k ULVXOWL GLVSDUL H k ≤ n − 2

OHPPD

6H N q XQ VRWWRJUXSSR QRUPDOH GL An FRQ n ≥ 5 FRQWHQHQWH XQ FLFOR DOORUD N ≡ An ,QIDWWL DEELDPR YLVWR QHO OHPPD FKH WXWWL L FLFOL LQ An FRQ n ≥ 5 VRQR FRQLXJDWL WUD ORUR '·DOWUD SDUWH VDSSLDPR FKH RJQL HOHPHQWR GL An q XQ FLFOR SHUWDQWR WXWWL JOL HOHPHQWL GL An VRQR FRQLXJDWL WUD ORUR 'HWWR {m1 , m 2 , m3 } LO FLFOR GL N VHJXH DOORUD HVLVWH FKH TXDOXQTXH HOHPHQWR

GL An VL SXz HVSULPHUH FRPH

σ

−1

σ −1 {m1 , m2 , m3 }σ

FRQ

σ ∈ An PD HVVHQGR N An VHJXH

{m1 , m2 , m3 }σ ∈ N H TXLQGL TXDOVLDVL HOHPHQWR GL An DSSDUWLHQH DQFKH D N H SHUWDQWR L GXH

JUXSSL FRLQFLGRQR

OHPPD

6H N q XQ VRWWRJUXSSR QRUPDOH SURSULR GL An FRQ n ≥ 5 DOORUD HVLVWH XQD SHUPXWD]LRQH σ ∈ N HG a ∈ {1,2,...n} WDOH FKH aσ = a

3ULPD GL GLPRVWUDUH LO OHPPD HYLGHQ]LDPRQH LO VLJQLILFDWR HVVR DIIHUPD FKH SHU n ≥ 5 QRQ SXz HVLVWHUH XQ VRWWRJUXSSR QRUPDOH GHO JUXSSR DOWHUQR FKH DEELD VROR SHUPXWD]LRQL FKH PXRYRQR WXWWL JOL HOHPHQWL GHOO·LQVLHPH {1,2,...n} RVVLD DG HVHPSLR QHO FDVR n = 5 DEEDL VROR FLFOL GL RUGLQH FLQTXH VL YHGD QHL VXFFHVVLYL SDUDJUDIL OD WDEHOOD FKH LOOXVWUD WXWWH OH SHUPXWD]LRQL GL A5 'LPRVWULDPR RUD LO OHPPD 6LD ρ XQD SHUPXWD]LRQH DSSDUWHQHQWH D N FKH DJLVFD VX XQ HOHPHQWR a ∈ {1,2,...n} WDOH SHUPXWD]LRQH GHYH HVLVWHUH SHU LSRWHVL LQ TXDQWR N q XQ VRWWRJUXSSR QRQ EDQDOH &DVR aρ = a 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL

ρ q OD SHUPXWD]LRQH FHUFDWD H OD GLPRVWUD]LRQH q FRQFOXVD &DVR ρ

2

≠ I SHUPXWD]LRQH XQLWj

$OORUD VLD KD aρ LQ TXDQWR ρ

= b H bρ = aρ 2 = c GRYH a ≠ b DOWULPHQWL FL WURYHUHPPR QHO FDVR a ≠ c

2

≠ I 6H b = c VHJXH bρ = b H GXQTXH ρ q OD SHUPXWD]LRQH FHUFDWD H OD GLPRVWUD]LRQH q FRQFOXVD 6H b ≠ c VL VFHOJDQR DOWUL GXH HOHPHQWL d HG e DSSDUWHQHQWL D {1,2,...n} H GLVWLQWL GDL SUHFHGHQWL WDOL HOHPHQWL HVLVWRQR LQ TXDQWR n ≥ 5 H VL YDOXWL DO VHJXHQWH SHUPXWD]LRQH π = (cde) −1 ρ (cde) 9DOH TXDQWR VHJXH • π ∈ An RVVLD q SHUPXWD]LRQH SDUL LQ TXDQWR q LO SURGRWWR GL SHUPXWD]LRQL SDUL • •

π ∈ N LQ TXDQWR N An aπ = aρ = b bπ = bρ (cde) = d

• 4XLQGL SRVVLDPR GHGXUUH FKH

π ≠ ρ πρ −1 ≠ I H πρ −1 ∈ N SHU OD SURSULHWj GL FKLXVXUD LQ TXDQWR HQWUDPEH DSSDUWHQJRQR D N

6L YDOXWL RUD O·D]LRQH πρ

−1

LQ a

aπρ −1 = bρ −1 = a 3HUWDQWR OD σ = &DVR ρ

πρ −1 q OD SHUPXWD]LRQH FHUFDWD H OD GLPRVWUD]LRQH q FRQFOXVD

2

= I SHUPXWD]LRQH XQLWj $OORUD VLD KD aρ = b GRYH a ≠ b DOWULPHQWL FL WURYHUHPPR QHO FDVR

6L RVVHUYL FKH OD WUDVSRVL]LRQH τ

= (ab) q WDOH FKH aτ = b H τ 2 = I SHUz ρ QRQ SXz FRLQFLGHUH FRQ τ LQ TXDQWR ρ ∈ An q XQD SHUPXWD]LRQH SDUL D GLIIHUHQ]D GL τ $OORUD QHFHVVDULDPHQWH ρ GHYH DJLUH VX XQ WHU]R HOHPHQWR c GLYHUVR GD a H b 6H cρ = c ρ q OD SHUPXWD]LRQH FHUFDWD H OD GLPRVWUD]LRQH q FRQFOXVD 6H cρ = d ≠ c VL VFHOJD XQ DOWUR HOHPHQWR e GLVWLQWR GL SUHFHGHQWL H VL DQDOL]]L DO SHUPXWD]LRQH

π = (cde) −1 ρ (cde) 3URVHJXHQGR FRPH QHO FDVR GXH VL FRQFOXGH OD GLPRVWUD]LRQH

OHPPD

6H N Σ n DOORUD N ⊂ An RSSXUH N ∩ An q WDOH FKH Ord ( N ) / Ord ( N ∩ An ) = 2 RVVLD

N ∩ An VRWWRJUXSSR GL N GL LQGLFH GXH ,QIDWWL DSSOLFDQGR OH SURSULHWj UHODWLYH DOOD QRUPDOLWj GHOO·LQWHUVH]LRQH WUD VRWWRJUXSSL HG L OHPPL VXL JUXSSL QRUPDOL H TXR]LHQWL HVVHQGR N Σ n H An Σ n VL KD •

N ∩ An An

NAn / An VRWWRJUXSSR GL Σ n / An GD FXL VHJXH FKH Ord ( NAn / An ) q SDUL DG XQR RSSXUH

D GXH $SSOLFDQGR LO WHRUHPD VXJOL LVRPRUILVPL VHJXH

NAn / An ≈ N /( N ∩ An ) 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL (VVHQGR N /( N ∩ An ) LVRPRUIR NAn / An VHJXH FKH DQFKH N /( N ∩ An ) KD XQR R GXH HOHPHQWL •

VH Ord ( NAn / An ) = 1 VHJXH NAn / An = {An } GD FXL N ⊂ An

Ord [ N /( N ∩ An )] = 2 VHJXH Ord ( N ) / Ord ( N ∩ An ) = 2

*UXSSR VLPPHWULFR GL RUGLQH

,Q TXHVWR SDUDJUDIR YRJOLDPR DQDOL]]DUH QHO GHWWDJOLR OD VWUXWWXUD GL Σ 2 6DSSLDPR FKH LO JUXSSR VLPPHWULFR GL RUGLQH KD XQ QXPHUR GL HOHPHQWL SDUL D Ord (Σ 2 ) = 2! = 2 3HU HVDWWH]]D JOL HOHPHQWL VRQR GDWL GDOOH VHJXHQWL SHUPXWD]LRQL Σ 2 ≡ {σ e , σ 1 }

§1 2 ·

¸¸ σ e = ¨¨ ©1 2 ¹

LQGHQWLWj σ 1

§1 2· ¸¸ = ¨¨ ©2 1¹

Σ 2 q GXQTXH XQ JUXSSR SULPR SHUWDQWR ULVXOWD FLFOLFR H TXLQGL DEHOLDQR ,O JUXSSR DOWHUQR A2 KD XQ VROR HOHPHQWR H FRLQFLGH FRQ OD SHUPXWD]LRQH LGHQWLWj A2 = {σ e } = {e} 5LVROXELOLWj GHO JUXSSR Σ 2

'D WXWWR TXDQWR SUHFHGH SRVVLDPR GHGXUUH FKH LO JUXSSR VLPPHWULFR GL RUGLQH ULVXOWD ULVROXELOH LQ TXDQWR • (VLVWH OD FDWHQD GL VRWWRJUXSSL Σ 2 ⊃ A2 = {e}

A2 Σ 2 Σ 3 / A2 ≡Σ 3 /{e} =Σ 3 DEHOLDQR

• •

2VVHUYD]LRQH

/D ULVROXELOWj GHO JUXSSR Σ 2 q FRUUHODWD DOO·HVLVWHQ]D GL XQD IRUPXOD ULVROXWLYD SHU UDGLFDOL GHOOH HTXD]LRQL DOJHEULFKH GL VHFRQGR JUDGR

*UXSSR VLPPHWULFR GL RUGLQH

,Q TXHVWR SDUDJUDIR YRJOLDPR DQDOL]]DUH QHO GHWWDJOLR OD VWUXWWXUD GL Σ 3 6DSSLDPR FKH LO JUXSSR VLPPHWULFR GL RUGLQH KD XQ QXPHUR GL HOHPHQWL SDUL D Ord (Σ 3 ) 3HU HVDWWH]]D JOL HOHPHQWL VRQR GDWL GDOOH VHJXHQWL SHUPXWD]LRQL Σ 3 ≡ {σ e , σ 1 , σ 2 , σ 3 , σ 4 , σ 5 }

§1 2 3 ·

¸¸ = (23) σ 1 = ¨¨ ©1 3 2 ¹ § 1 2 3·

¸¸ = (12) σ 3 = ¨¨ © 2 1 3¹ § 1 2 3·

¸¸ = (13) σ 5 = ¨¨ ©3 2 1¹

§ 1 2 3·

¸¸ = (123) = (12)(13) σ 2 = ¨¨ © 2 3 1¹

¸¸ = (132) = (13)(12) σ 4 = ¨¨ ©3 1 2¹

¸¸ σ e = ¨¨ ©1 2 3 ¹

§1 2 3·

§1 2 3 ·

LGHQWLWj

,O JUXSSR DOWHUQR A3 KD Ord ( A3 ) = 3! / 2 = 3 HOHPHQWL GL VHJXLWR ULSRUWDWL 3DJ

= 3!= 6


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL

A3 ≡ {σ e , σ 2 , σ 4 ,} = {σ e , (12)(13), (13)(12)} = {σ e , (123), (132)} 9DOJRQR OH VHJXHQWL SURSULHWj SHU A3 •

q XQ VRWWRJUXSSR QRUPDOH GL Σ 3 FRPH GLPRVWUDWR QHO FDVR JHQHUDOH

RJQL HOHPHQWR SXz HVVHUH SRVWR QHOOD IRUPD GL XQ FLFOR LQ FRHUHQ]D FRQ LO IDWWR FKH RJQL FRSSLD GL WUDVSRVL]LRQL VL SXz HVSULPHUH FRPH XQ FLFOR q XQ JUXSSR SULPR SHUWDQWR ULVXOWD • FLFOLFR HG DEHOLDQR • O·HOHPHQWR JHQHUDWRUH q GDWR GDO FLFOR (123) RVVLD A3 q JHQHUDWR GD XQ XQLFR

= (132) (123) 3 = (132)(123) = σ e q VHPSOLFH LQIDWWL L SRVVLELOL VRWWRJUXSSL GL A3 VRQR {σ e , (123)} H {σ e , (132)} PD LQ FLFOR ,QIDWWL (123)

2

HQWUDPEL L FDVL QRQ YDOH DG HVHPSLR OD SURSULHWj GL FKLXVXUD QHO SULPR FDVR

(123) 2 = (132)

PHQWUH

QHO

VHFRQGR

FDVR

(132)(132) = (123) 4 = (123) 3 (123) = σ e (123) = (123) 3HU TXDQWR ULJXDUGD LO JUXSSR Σ 3 / A3 YDOJRQR OH VHJXHQWL SURSULHWj •

KD GXH VROL HOHPHQWL Σ 3 / A3 = {A3 , D3 } FRQ D3 = {σ 1 , σ 3 , σ 5 } = {( 23), (12), (13)}

q SULPR H TXLQGL ULVXOWD DQFKH FLFOLFR H DEHOLDQR FRQ HOHPHQWR JHQHUDWRUH D3 ( D3 ) = A3

q VHPSOLFH

2

5LVROXELOLWj GHO JUXSSR Σ 3

'D WXWWR TXDQWR SUHFHGH SRVVLDPR GHGXUUH FKH LO JUXSSR VLPPHWULFR GL RUGLQH ULVXOWD ULVROXELOH LQ TXDQWR • (VLVWH OD FDWHQD GL VRWWRJUXSSL Σ 3 ⊃ A3 ⊃ {e} • •

A3 Σ 3 {e} A3

Σ 3 / A3 A3 /{e} = A3 VRQR DEHOLDQL 6RWWRJUXSSL QRUPDOL GHO JUXSSR Σ 3

9RJOLDPR YHULILFDUH FKH O·XQLFR VRWWRJUXSSR QRUPDOH SURSULR GL

Σ 3 q LO JUXSSR DOWHUQR A3

,QIDWWL VXSSRQLDPR FKH HVLVWD XQ VRWWRJUXSSR QRUPDOH N ≠ A3 $OORUD VL SRVVRQR YHULILFDUH LO VHJXHQWL FDVL N ⊂ A3 FLz LPSOLFD FKH DG N DSSDUWLHQH DOPHQR XQD SHUPXWD]LRQH SDUL σ 2 σ 4 • GLYHUVD GDOOD SHUPXWD]LRQL LGHQWLWj H TXLQGL VHJXH FKH N = A3 LQ TXDQWR XQD GHOOH GXH SHUPXWD]LRQL SDUL q VXIILFLHQWH D JHQHUDUH WXWWR A3 •

N ∩ A3 ≠ {0} GRYH {0} LQGLFD O·LQVLHPH YXRWR H N ∩ A3 ≠ {e} LQ TXHVWR FDVR N QRQ

FRLQFLGH FRQ LO JUXSSR DOWHUQR PD FRQWLHQH DOPHQR XQ SHUPXWD]LRQH SDUL HG KD HOHPHQWL GL D3 SHU TXDQWR RVVHUYDWR DO SUHFHGHQWH SXQWR A3 YLHQH JHQHUDWR GDOOD SHUPXWD]LRQH SDUL DSSDUWHQHQWH D N H SHUWDQWR VL KD FKH A3 ⊂ N FDVR LPSRVVLELOH LQ TXDQWR A3 q •

PDVVLPDOH H QRQ SXz HVVHUH FRQWHQXWR LQ DOFXQ VRWWRJUXSSR QRUPDOH N ∩ A3 = {e} LQ TXHVWR FDVR N QRQ FRQWLHQH SHUPXWD]LRQL SDUL DG HVFOXVLRQH GHOOD SHUPXWD]LRQH LGHQWLWj RVVLD FRQWLHQH VROR HOHPHQWL GL ROWUH O·LGHQWLWj D3 L FDVL SRVVLELOL

{e, (23)} {e, (12)} {e, (13)}FKH

UDSSUHVHQWDQR GHL VRWWRJUXSSL PHQWUH VL HVFOXGH 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL

{e, (23), (12)} LQ

TXDQWR QRQ q XQ VRWWRJUXSSR SRLFKp LO SURGRWWR

(23)(12) q XQD

SHUPXWD]LRQH SDUL H QRQ SXz DSSDUWHQHUH D N RUD q IDFLOH YHULILFDUH SHU FDOFROR GLUHWWR FKH L WUH VRWWRJUXSSL {e, ( 23)} {e, (12)} {e, (13)}QRQ VRQR QRUPDOL

1RQ VL SRVVRQR YHULILFDUH DOWUL FDVL H SHUWDQWR QRQ SXz HVLVWHUH XQ VRWWRJUXSSR QRUPDOH N ≠ A3

2VVHUYD]LRQH

/D ULVROXELOWj GHO JUXSSR

Σ 3 q FRUUHODWD DOO·HVLVWHQ]D GL XQD IRUPXOD ULVROXWLYD SHU UDGLFDOL GHOOH

HTXD]LRQL DOJHEULFKH GL WHU]R JUDGR

*UXSSR VLPPHWULFR GL RUGLQH

,Q TXHVWR SDUDJUDIR YRJOLDPR DQDOL]]DUH QHO GHWWDJOLR OD VWUXWWXUD GL Σ 4 6DSSLDPR FKH LO JUXSSR VLPPHWULFR GL RUGLQH KD XQ QXPHUR GL HOHPHQWL SDUL D Ord (Σ 4 ) = 4! = 24 3HU HVDWWH]]D JOL HOHPHQWL VRQR GDWL GDOOH VHJXHQWL SHUPXWD]LRQL

­σ e , σ 1 , σ 2 , σ 3 , σ 4 , σ 5 , σ 6 , σ 7 , σ 8 , σ 9 , σ 10 , σ 11 , σ 12 ,½ Σ4 ≡ ® ¾ ¯σ 13 , σ 14 , σ 15 , σ 16 , σ 17 , σ 18 , σ 19 , σ 20 , σ 21 , σ 22 , σ 23 ¿

§1 2 3 4 ·

§1 = ¨¨ ©1 4· §1 ¸¸ = (24) σ 7 = ¨¨ 2¹ ©2 4· §1 ¸¸ = (1234) = (12)(13)(14) σ 11 = ¨¨ 1¹ ©2

¸¸ = (34) σ 1 = ¨¨ ©1 2 4 3 ¹ §1 2 3

σ 5 = ¨¨ ©1 4 3 §1 2 3

σ 9 = ¨¨ ©2 3 4

σ 3

2 3 4· ¸ = (23) 3 2 4 ¸¹ 2 3 4· ¸ = (12) 1 3 4 ¸¹ 2 3 4· ¸ = (1243) = (12)(14)(13) 4 1 3 ¸¹

§1 2 3 4·

§1 2 3 4·

§1 2 3 4·

§ 1 2 3 4·

¸¸ = (1342) = (13)(14)(12) σ 15 = ¨¨ ¸¸ = (13) σ 13 = ¨¨ ©3 1 4 2¹ ©3 2 1 4¹ ¸¸ = (1324) = (13)(12)(14) σ 19 = ¨¨ ¸¸ = (1432) = (14)(13)(12) σ 17 = ¨¨ ©3 4 2 1¹ © 4 1 2 3¹ §1 2 3 4·

¸¸ = (14) σ 21 = ¨¨ ©4 2 3 1¹

§ 1 2 3 4·

¸¸ = (1423) = (14)(12)(13) σ 23 = ¨¨ © 4 3 1 2¹

§1 2 3 4 ·

¸¸ σ e = ¨¨ ©1 2 3 4 ¹

LGHQWLWj

§ 1 2 3 4·

¸¸ = (124) = (12)(14) σ 4 = ¨¨ ©2 4 3 1¹ §1 2 3 4·

¸¸ = (134) = (13)(14) σ 8 = ¨¨ ©3 2 4 1¹ § 1 2 3 4·

¸¸ = (143) = (14)(13) σ 12 = ¨¨ © 4 2 1 3¹

§1 = ¨¨ ©2 §1 σ 6 = ¨¨ ©3 σ 2

σ 10 σ 14

3DJ

§1 = ¨¨ ©4 §1 = ¨¨ ©1

2 3 2 1

3 1 3 2

4· ¸ = (123) = (12)(23) 4 ¸¹ 4· ¸ = (132) = (13)(12) 4 ¸¹

2 3 4· ¸ = (142) = (14)(12) 1 3 2 ¸¹ 2 3 4· ¸ = (234) = (23)(34) 3 4 2 ¸¹


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL

§1 2 3 4 ·

¸¸ = (243) = (24)(23) σ 16 = ¨¨ ©1 4 2 3 ¹

§1 2 3 4·

¸¸ = (12)(34) = (123)(143) σ 18 = ¨¨ 2 1 4 3 © ¹ §1 2 3 4·

¸¸ = (13)(24) = (132)(142) σ 20 = ¨¨ 3 4 1 2 © ¹

§1 2 3 4·

¸¸ = (14)(23) = (142)(132) σ 22 = ¨¨ 4 3 2 1 © ¹

*UXSSR DOWHUQR A4

,O JUXSSR DOWHUQR A4 KD Ord ( A3 ) = 4! / 2 = 12 HOHPHQWL GL VHJXLWR ULSRUWDWL

A4 ≡ {σ e , σ 2 , σ 4 , σ 6 , σ 8 , σ 10 , σ 12 , σ 14 , σ 16 , σ 18 , σ 20 , σ 22 } =

{σ e , (123), (124), (132), (134), (142), (143), (234), (243), (123)(143), (132)(142), (142)(132)} = ­σ e , (12)(13), (12)(14), (13)(12), (13)(14), (14)(12), (14)(13), (23)(24), (24)(23),½ ® ¾ ¯(12)(34), (13)(24), (14)(23) ¿ 9DOJRQR OH VHJXHQWL SURSULHWj SHU A4 • q XQ VRWWRJUXSSR QRUPDOH GL Σ 4 FRPH GLPRVWUDWR QHO FDVR JHQHUDOH •

RJQL HOHPHQWR SXz HVVHUH SRVWR QHOOD IRUPD GL XQ FLFOR LQ FRHUHQ]D FRQ LO IDWWR FKH RJQL FRSSLD GL WUDVSRVL]LRQL VL SXz HVSULPHUH FRPH XQ FLFOR ,QGLFDWR FRQ D4 = {σ 1 , σ 3 , σ 5 , σ 7 , σ 9 , σ 11 , σ 13 , σ 15 , σ 17 , σ 19 , σ 21 , σ 23 } O·LQVLHPH GL WXWWH OH SHUPXWD]LRQL GLVSDUL VL RVVHUYL FKH WDOH LQVLHPH QRQ FRVWLWXLVFH XQ VRWWRJUXSSR GL Σ 4 LQ TXDQWR • •

QRQ q GRWDWR GHOO·HOHPHQWR QHXWUR HG DQFKH VH VL DJJLXQJHVVH O·HOHPHQWR QHXWUR σ e QRQ YDOH OD SURSULHWj GL FKLXVXUD LQ

TXDQWR LO SURGRWWR GL GXH SHUPXWD]LRQL GLVSDUL IRUQLVFH XQD SHUPXWD]LRQH SDUL 2VVHUYLDPR LQILQH FKH JOL HOHPHQWL GL A4 VL SRVVRQR GLYHGHUH LQ GXH VRWWRLQVLHPL • LO SULPR FRVWLWXLWR GDOOH SULPH QRYH SHUPXWD]LRQL SDUL HVSULPLELOL RJQXQD FRPH XQ VLQJROR FLFOR DG HVFOXVLRQH GHOOD SHUPXWD]LRQH XQLWj • LO VHFRQGR FRVWLWXLWR GDOOH XOWLPH SHUPXWD]LRQL HVSULPLELOL FRPH GXH FLFOL H FRLQYROJHQWL WXWWL H JOL HOHPHQWL GL {1,2,3,4} ,QGLFKLDPR FRQ LQGLFKLDPR FRQ • V O·LQVLHPH GHOOH SHUPXWD]LRQL GHO SULPR WLSR HVFOXGHQGR OD SHUPXWD]LRQH XQLWj

V = {σ e , σ 2 , σ 4 , σ 6 , σ 8 , σ 10 , σ 12 , σ 14 , σ 16 }

V4 O·LQVLHPH GHOOH SHUPXWD]LRQL GHO VHFRQGR WLSR FRQ O·DJJLXQWD GHOOD SHUPXWD]LRQH XQLWj V4 = {σ e , σ 18 , σ 20 , σ 22 } = {σ e , (12)(34), (13)(24), (14)(23)}

&RQ WDOH QRPHQFODWXUD LO JUXSSR DOWHUQR VL SXz UDSSUHVHQWDUH VLQWHWLFDPHQWH FRPH VHJXH A4 = {V , V4 } 6L RVVHUYL LQILQH FKH YDOJRQR OH VHJXHQWL UHOD]LRQL 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL • • •

σ 18 = (123)(143) = σ 2σ 12 σ 20 = (132)(142) = σ 6σ 10 σ 22 = (142)(123) = σ 10σ 2

3HUWDQWR

V4 = {σ e , σ 18 , σ 20 , σ 22 } = {σ e , σ 2σ 12 , σ 6σ 10 , σ 10σ 2 }

RVVLD V4 q JHQHUDWR GD DOFXQL HOHPHQWL GL V H TXLQGL A4 q JHQHUDWR GDL VROL HOHPHQWL GL V RVVLD GDL FLFOL

6RWWRJUXSSL QRUPDOL GHO JUXSSR DOWHUQR A4

9RJOLDPR GHWHUPLQDUH WXWWL L VRWWRJUXSSL QRUPDOL SURSUL GL A4 $ WDOH VFRSR GLPRVWULDPR FKH V4 q XQ VRWWRJUXSSR QRPDOH DEHOLDQR GL A4

,QIDWWL RVVHUYDQGR FKH GHWWD σ ∈ V4 XQD TXDOVLDVL SHUPXWD]LRQH HVVD SXz HVVHUH HVSUHVVD FRPH

σ = (m1 , m 2 )(m3 , m 4 ) GRYH mi ≠ m j SHU i ≠ j (i, j ) = 1..4 DEELDPR FLRq GHOOH WUDVSRVL]LRQL GLVJLXQWH VHJXH FKH LQ V4 • •

HVLVWH O·HOHPHQWR QHXWUR GHWHUPLQDWR GD σ e

HVLVWH OD SHUPXWD]LRQH LQYHUVD GL XQD TXDOVLDVL SHUPXWD]LRQH σ SRLFKp σ

−1

= (m3 , m 4 ) −1 (m1 , m 2 ) −1 = (m3 , m 4 )(m1 , m2 ) = (m1 , m 2 )(m3 , m 4 ) = σ

VL q DSSOLFDWD OD SURSULHWj FKH O·LQYHUVD GL XQD WUDVSRVL]LRQH q OD WUDVSRVL]LRQH VWHVVD H SHU L FLFOL GLVJLXQWL YDOH OD FRPPXWDWLYLWj SHU TXDQWR ULJXDUGD OD SURSULHWj GL FKLXVXUD VL RVVHUYL • σσ = ( m1 , m 2 )( m3 , m 4 )( m1 , m 2 )( m3 , m 4 ) = ( m1 , m 2 )( m3 , m4 )( m3 , m 4 )( m1 , m2 ) = σ e

e

σ

σe

PHQWUH SHU L SURGRWWL PLVWL HVHJXHQGR GLUHWWDPHQWH LO FDOFROR VL KD σ 18σ 20 = σ 20σ 18 = σ 22 σ 18σ 22 = σ 22σ 18 = σ 20 σ 20σ 22 = σ 22σ 20

= σ 18

V4 ULVXOWD SHUWDQWR XQ VRWWRJUXSSR GL A4 ,QROWUH QHOOD YHULILFD GHOOD SURSULHWj GL FKLXVXUD q HYLGHQ]LDWR DQFKH FKH L SURGRWWL VRQR FRPPXWDWLYL H TXLQGL ULVXOWD GLPRVWUDWD DQFKH O·DEHOLDQLWj GD FXL VHJXH OD QRUPDOLWj 6L RVVHUYL LQILQH FKH • V4 q XQ JUXSSR PDVVLPDOH GL A4 LQ TXDQWR A4 / V4 KD RUGLQH H TXLQGL HVVHQGR SULPR ULVXOWD VHPSOLFH FRQIURQWDUH LO FULWHULR GL PDVVLPDOLWj • JOL XQLFL VRWWRJUXSSL GL V4 VRQR {σ e , σ 18 } {σ e , σ 20 } {σ e , σ 22 } FKH ULVXOWDQR QRUPDOL LQ V4

PD

QRQ

LQ

A4

σ 20σ 18 (σ 20 ) −1 = σ 22σ 20 = σ 18

DG

HVHPSLR

SHU

LO

SULPR

σ 22σ 18 (σ 22 ) −1 = σ 20σ 22 = σ 18

GLPRVWUDWR QHO VHJXLWR 'LPRVWULDPR RUD FKH A4 QRQ DPPHWWH DOWUL VRWWRJUXSSL QRUPDOL SURSUL ROWUH V4 3DJ

VRWWRJUXSSR FRPH

YHUUj


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL 6XSSRQLDPR D WDOH VFRSR FKH N VLD XQ VRWWRJUXSSR GL A4 GLVWLQWR GD V4 6L SRVVRQR DOORUD YHULILFDUH GXH FDVL • N ⊂ V4 •

N ⊄ V4 H TXLQGL N FRQWLHQH DOPHQR XQ HOHPHQWR DSSDUWHQHQWH D V

&DVR N ⊂ V 4 ,Q TXHVWR FDVR N GHYH HVVHUH XQ VRWWRJUXSSR GL V4 H TXLQGL QRQ SXz FRQWHQHUH WUH SHUPXWD]LRQL LQ TXDQWR VH (σ i , σ j ) ∈ V4 FRQ σ i

≠ σ j H (σ i ≠ σ e , σ j ≠ σ e ) σ iσ j = σ k ≠ σ e FRQ

(k ≠ j, k ≠ i ) $OORUD N SXz HVVHUH VROR XQR GHL VHJXHQWL VRWWRJUXSSL GL V4 {σ e , σ 18 } {σ e , σ 20 } {σ e , σ 22 } 7DOL VRWWRJUXSSL VRQR QRUPDOL LQ V4 PD QRQ VRQR QRUPDOL LQ A4 FRPH VL SXz GLPRVWUDUH IDFLOPHQWH FRQ L VHJXHQWL FRQWURHVHPSL •

σ 6σ 18 (σ 6 ) −1 = (13)( 12)(12)(34)(13) −1 (12) −1 = (13)(34)(13)(12) = (142) = σ 10 ∉ {σ e , σ 18 }

σe

H TXLQGL {σ e , σ 18 } QRQ q QRUPDOH A4 •

σ 6σ 20 (σ 6 ) −1 = (13)(12)(13)(24)(13) −1 (12) −1 = (13)(12)(13)(24)(13)(12) = = (13)(12)(13)(13)(24)(12) = (13)(12)(24)(12) = (134) = σ 8 ∉ {σ e , σ 20 }

σe

H TXLQGL {σ e , σ 20 } QRQ q QRUPDOH LQ A4 •

σ 16σ 22 (σ 16 ) −1 = (24)(23)(14)(23)(24) −1 (23) −1 = (24)(23)(14)(23)(24)(23) = = (24)(23)(23)(14)(24)(23) = (24)(14)(24)(23) = (132) = σ 6 ∉ {σ e , σ 22 }

σe

H TXLQGL {σ e , σ 22 } QRQ q QRUPDOH LQ A4 3RVVLDPR TXLQGL FRQFOXGHUH FKH QRQ HVLVWRQR VRWWRJUXSSL QRUPDOL DO JUXSSR DOWHUQR A4 FRQWHQXWL LQ V4 &DVR N ⊄ V 4

,Q TXHVWR FDVR FRPH JLj RVVHUYDWR LQ SUHFHGHQ]D HVLVWH DOPHQR XQD SHUPXWD]LRQH σ i ∈ N WDOH

σ i ∈ V 6L VXSSRQJD FKH VLD N A4 H VL VXSSRQJD FKH σ i = σ 2 = (123)

6LD LQROWUH ρ ∈ V XQD TXDOVLDVL DOWUD SHUPXWD]LRQH GL V HVSULPLELOH TXLQGL FRPH VLQJROR FLFOR VRWWR WDOL LSRWHVL

σ = ρ −1σ 2 ρ ∈ N SRLFKp N A4 ,QROWUH VL RVVHUYL FKH ρ H ρ

−1

SRVVRQR HVVHUH HVSUHVVH LQ IRUPD HVWHVD FRPH VHJXH

2 3 4 · −1 §1ρ 2 ρ 3ρ 4 ρ · §1 ¸¸ ρ = ¨¨ ¸ ρ = ¨¨ 2 3 4 ¸¹ ©1ρ 2 ρ 3ρ 4 ρ ¹ ©1

$OORUD OD SHUPXWD]LRQH σ YDOH

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL

2 3 4 · §1ρ 2 ρ 3ρ 4 ρ · §1 ¸¸(123)¨¨ ¸¸ = (1ρ 2 ρ 3ρ ) σ = ¨¨ 2 3 4 ¹ ©1 ©1ρ 2 ρ 3ρ 4 ρ ¹

&DOFROLDPR RUD LO YDORUH GL σ SHU RJQL ρ ∈ V ρ = (123) ρ = (124) ρ = (132) ρ = (134) ρ

= (142) ρ = (143) ρ = (234) ρ = (243) σ = (123) σ = (124) σ = (132) σ = (134) σ = (142) σ = (143) σ = (234) σ = (243)

5LVXOWD HYLGHQWH FKH σ DVVXPH TXDOVLDVL SHUPXWD]LRQH GL V RVVLD LQ DOWUL WHUPLQL WXWWL L ²FLFOL GL V VRQR WUD ORUR FRQLXJDWL 4XLQGL VLFFRPH σ ∈ N FLz LPSOLFD FKH N ⊃ V RVVLD FKH N FRQWLHQH WXWWL L FLFOL GL V GD FXL VHJXH N ≡ A4 6L VXSSRQJD RUD FKH DG N DSSDUWHQJD QRQ OD VSHFLILFD SHUPXWD]LRQH (123) PD XQD JHQHULFD SHUPXWD]LRQH σ i ∈ V 2UD VLFFRPH σ i H

(123) VRQR FRQLXJDWH RVVLD DEELDPR YHULILFDWR GLUHWWDPHQWH FKH HVLVWH XQD SHUPXWD]LRQH ρ ∈ A4 WDOH FKH

σ i = ρ −1 (123) ρ ∈ N VL GHGXFH

(123) = ρσ i ρ −1 ∈ N SRLFKp N A4 ,Q TXHVWR PRGR FL VLDPR ULFRQGRWWL DO FDVR SUHFHGHQWH LQ FXL (123) ∈ N 3HUWDQWR DQFKH QHO FDVR JHQHUDOH VL KD N ≡ A4 3RVVLDPR GXQTXH ULHSLORJDUH FKH VH N A4 N ≡ A4 H TXLQGL N QRQ SXz HVVHUH XQ VRWWRJUXSSR SURSULR GL A4 LO TXDOH SHUWDQWR DPPHWWH FRPH VRWWRJUXSSR SURSULR QRUPDOH VROR V4 2VVHUYD]LRQH 1HOOD GLPRVWUD]LRQH DEELDPR DYXWR FRPH ULVXOWDWR FKH WXWWL L FLFOL GL A4 ULVXOWDQR FRQLXJDWL LQ PRGR DQDORJD D TXDQWR DYYLHQH SHU An FRQ n ≥ 5

6RWWRJUXSSL QRUPDOL GL Σ 4

,Q PRGR VLQWHWLFR LO JUXSSR Σ 4 SXz HVVHUH HVSUHVVR FRPH GL VHJXLWR ULSRUWDWR Σ 4 = {D4 , A4 } = {D4 , V , V4 } 6L YXROH GLPRVWUDUH FKH Σ 4 DPPHWWH FRPH VRWWRJUXSSR QRUPDOH SURSULR VROR LO JUXSSR DOWHUQR A4 HG LO JUXSSR V4 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL SDVVR GLPRVWULDPR FKH A4 Σ 4 $EELDPR JLj GLPRVWUDWR OD QRUPDOLWj GHO JUXSSR DOWHUQR ULVSHWWR DO JUXSSR VLPPHWULFR QHO FDVR JHQHUDOH SHU RJQL YDORUH GHOO·RUGLQH GHO JUXSSR VLPPHWULFR VWHVVR SDVVR GLPRVWULDPR FKH V4 Σ 4 1HOOR VWXGLR GHOOD VWUXWWXUD GL V4 DEELDPR YHULILFDWR FKH V4 q XQ JUXSSR DEHOLDQR H TXLQGL ULVXOWD QHFHVVDULDPHQWH QRUPDOH LQ Σ 4 SDVVR GLPRVWULDPR FKH QRQ HVLVWH XQ DOWUR VRWWRJUXSSR QRUPDOH /D VWUDWHJLD GHOOD GLPRVWUD]LRQH q TXHOOD GL YHULILFDUH FKH TXDOVLDVL VRWWRJUXSSR QRUPDOH GL Σ 4 QRQ FRQWHQXWR LQ A4 FRLQFLGH FRQ Σ 4 6LD GXQTXH N Σ 4 WDOH FKH N ⊄ A4 SHUWDQWR O·LQVLHPH HOHPHQWR

N * = N ∩ A4 GHYH DYHUH DOPHQR XQ

N * FRPH LQWHUVH]LRQH GL GXH VRWWRJUXSSL QRUPDOL ULVXOWD VRWWRJUXSSR QRUPDOH VLD LQ N VLD LQ A4 H TXLQGL

N * ≡ V4 LQ TXDQWR DEELDPR GLPRVWUDWR FKH O·XQLFR VRWWRJUXSSR QRUPDOH GL A4 q V4 'RYHQGR HVVHUH N ⊄ A4 H N

*

= N ∩ A4 = V4 VHJXH N ⊂ V4

H FRQWLHQH DOPHQR XQD SHUPXWD]LRQH ρ ∈ D 4

2UD ρ ∈ D 4 SXz HVVHUH XQD WUDVSRVL]LRQH RSSXUH XQ FLFOR GL RUGLQH LQ TXHVWR XOWLPR FDVR VL KD ρ = (m1 , m 2 , m3 , m4 ) FRQ mi ∈ {1,2,3,4} SHU i = 1..4 6H PROWLSOLFR LO VXGGHWWR FLFOR SHU XQD TXDOVLDVL SHUPXWD]LRQH GL σ = ( m1 , m2 )(m3 , m 4 ) ∈ V4 VL RWWLHQH

σρ = (m1 , m2 )(m3 , m4 )(m1 , m2 , m3 , m 4 ) = (m1 , m3 ) ∈ N

4XLQGL DQFKH QHO FDVR LQ FXL ρ IRVVH XQ FLFOR N FRQWLHQH DOPHQR XQD WUDVSRVL]LRQH H SHUWDQWR LQ RJQL FDVR N FRQWLHQH DOPHQR XQD WUDVSRVL]LRQH 6XSSRQLDPR FKH WDOH SHUPXWD]LRQH DSSDUWHQHQWH D N VLD GDWD GD (12) GHWWD LQROWUH σ ∈ Σ 4 XQD TXDOVLDVL WUDVSRVL]LRQH GHO JUXSSR VLPPHWULFR VL KD

σ −1 (12)σ ∈ N LQ TXDQWR N Σ 4 HG LQROWUH LQ PRGR DQDORJR D TXDQWR YLVWR LQ SUHFHGHQ]D VL SXz SRUUH

σ −1 (12)σ = (1σ 2σ ) = ε ∈ N

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL 'D FXL VHJXH FKH RJQL WUDVSRVL]LRQH σ ∈ Σ 4 DSSDUWLHQH DQFKH D N FRPH ULVXOWD GDOOD YDOXWD]LRQH GL σ

−1

(12)σ = ε DO YDULDUH GL σ

σ = (12) σ = (13) σ = (14) σ = (23) σ = (24) σ = (34) ε = (12) ε = (13) ε = (14) ε = (23) ε = ( 24) ε = (34)

2UD VH OD WUDVSRVL]LRQH DSSDUWHQHQWH D N LQYHFH GL HVVHUH OD

(12) IRVVH XQD TXDOVLDVL DOWUD

WUDVSRVL]LRQH (m1 , m 2 ) VLFFRPH WXWWH OH WUDVSRVL]LRQL VRQR FRQLXJDWH HVLVWH XQD WUDVSRVL]LRQH

σ ∈ Σ 4 WDOH FKH

σ −1 (m1 , m2 )σ = (m1σ m2σm2 ) = (12) ∈ N H SHUWDQWR FL VLDPR ULFRQGRWWL DO FDVR LQ FXL N FRQWLHQH (12) H TXLQGL SRVVLDPR DIIHUPDUH FKH LQ RJQL FDVR N FRQWLHQH WXWWH OH WUDVSRVL]LRQL GL Σ 4 GD FXL VHJXH N ≡ Σ 4 H FLz FRPSOHWD OD GLPRVWUD]LRQH

6WUXWWXUD GHu JUXSSL TXR]LHQWH Σ 4 / A4 H A 4 /V4

3HU TXDQWR ULJXDUGD LO JUXSSR Σ 4 / A4 YDOJRQR OH VHJXHQWL SURSULHWj • KD GXH VROL HOHPHQWL Σ 4 / A4 = {A4 , D4 } •

q SULPR H TXLQGL ULVXOWD DQFKH FLFOLFR HG DEHOLDQR FRQ HOHPHQWR JHQHUDWRUH D4

( D4 ) 2 = A4 • q VHPSOLFH 3HU TXDQWR ULJXDUGD LO JUXSSR A 4 /V 4 YDOJRQR OH VHJXHQWL SURSULHWj

KD RUGLQH SDUL D Ord ( A 4 ) / Ord (V4 ) = 12 / 4 = 3 SHUWDQWR KD WUH HOHPHQWL

q SULPR H TXLQGL ULVXOWD FLFOLFR HG DEHOLDQR

5LVROXELOLWj GHO JUXSSR Σ 4

'D WXWWR TXDQWR SUHFHGH SRVVLDPR GHGXUUH FKH LO JUXSSR VLPPHWULFR GL RUGLQH ULVXOWD ULVROXELOH LQ TXDQWR • (VLVWH OD FDWHQD GL VRWWRJUXSSL Σ 4 ⊃ A4 ⊃ V4 ⊃ {e} • •

A4 Σ 4 V4 A4 {e} V4 Σ 4 / A4 A4 /V4 V4 /{e} = V4 VRQR DEHOLDQL 2VVHUYD]LRQH

/D ULVROXELOWj GHO JUXSSR Σ 4 q FRUUHODWD DOO·HVLVWHQ]D GL XQD IRUPXOD ULVROXWLYD SHU UDGLFDOL GHOOH HTXD]LRQL DOJHEULFKH GL TXDUWR JUDGR

*UXSSL VLPPHWULFR GL RUGLQH PDJJLRUH GL

1HO SUHVHQWH SDUDJUDIR DQDOL]]LDPR OD VWUXWWXUD GHL JUXSSL VLPPHWULFL Σ n FRQ n ≥ 5 $ WLWROR GL HVHPSLR VL ULSRUWDQR OH WDEHOOH FRQ O·LQVLHPH GHOOH SHUPXWD]LRQL GL Σ 5 H GL A5 LQ RJQL FRORQQD FL VRQR ULSRUWDWH OH SHUPXWD]LRQL ULVSHWWR DOOD VHTXHQ]D 12355

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL 3HUPXWD]LRQL GHO *UXSSR VLPPHWULFR GL 2UGLQH

3HUPXWD]LRQL GHO *UXSSR $OWHUQR GL 2UGLQH

6HPSOLFLWj GHO JUXSSR DOWHUQR A5

,O JUXSSR DOWHUQR A5 q VHPSOLFH D GLIIHUHQ]D GL A4 'LPRVWULDPR TXDQWR VRSUD HQXQFLDWR /D VWUDWHJLD GHOOD GLPRVWUD]LRQH q TXHOOD GL VXSSRUUH FKH HVLVWH XQ VRWWRJUXSSR QRUPDOH N GHO JUXSSR DOWHUQR A5 H GL YHULILFDUH FKH QHFHVVDULDPHQWH N ≡ A5 H FKH TXLQGL QRQ HVLVWRQR VRWWRJUXSSL QRUPDOL SURSUL GL A5 3HU FRQVHJXLUH WDOH ULVXOWDWR DEELDPR GXH SURSULHWj LPSRUWDQWL GD SRWHU XWLOL]]DUH • N GHYH FRQWHQHUH DOPHQR XQD SHUPXWD]LRQH GLYHUVD GDOO·LGHQWLWj FKH ODVFLD ILVVR XQ HOHPHQWR GL {1,2,3,4,5} • VH N FRQWLHQH XQ FLFOR DOORUD FRLQFLGH FRQ A5 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL 3HUWDQWR VL GHYH FHUFDUH GL XWLOL]]DUH OD SULPD SURSULHWj SHU GLPRVWUDUH FKH DOPHQR XQ FLFOR q FRQWHQXWR LQ N SRLFKp GD FLz VL GHGXFH FKH N ≡ A5 6LD GXQTXH N XQ VRWWRJUXSSR SURSULR GL A5 WDOH FKH N A5 H VLD H = {σ ∈ A5 : 5σ = 5}

QDWXUDOPHQWH H ≈ A4 3HU OH SURSULHWj GHOOD LQWHUVH]LRQH GL JUXSSL QRUPDOL VL KD

N* = N ∩ H H 3RLFKp N q XQ VRWWRJUXSSR QRUPDOH GL A5 GHYH FRQWHQHUH DOPHQR XQD SHUPXWD]LRQH ρ GLYHUVD GDOO·LGHQWLWj FKH ODVFLD ILVVR XQ HOHPHQWR a ∈ {1,2,3,4,5} SHUWDQWR YDOH aρ = a 6L VFHOJD RUD XQD SHUPXWD]LRQH σ ∈ A5 WDOH FKH aσ = 5 VL KD •

σ * = σ −1 ρσ ∈ N LQ TXDQWR N A5

5σ * = 5(σ −1 ρσ ) = 5(σ −1 )( ρσ ) = a ( ρσ ) = (, aρ )σ = aσ = 5 σ * ∈ H a

a

$OORUD σ

*

= σ −1 ρσ ∈ N * LQ TXDQWR DSSDUWLHQH FRQWHPSRUDQHDPHQWH D N HG D H H GXQTXH

N * ULVXOWD XQ VRWWRJUXSSR QRUPDOH SURSULR GL H LQ TXDQWR FRQWLHQH DOPHQR XQ HOHPHQWR

GLYHUVR GDOO·XQLWj 2UD DEELDPR QRWDWR FKH H ≈ A4 RVVLD H KD OH VWHVVH SHUPXWD]LRQL GL A4 LQ FXL VHPSOLFHPHQWH q ODVFLDWR ILVVR O·HOHPHQWR 5 'D FLz VL GHGXFH FKH SRLFKp A4 DPPHWWH FRPH VRWWRJUXSSR QRUPDOH SURSULR VROR V4 GHYH HVVHUH

N * ≡ A4 RSSXUH N * ≡ V4 &DVR N

*

≡ A4

,Q TXHVWR FDVR N FRQWLHQH WXWWL L ²FLFOL GL A4 SRLFKp

A4 ≡ N * = N ∩ H = N ∩ A4 H TXLQGL

N ≡ A5 H OD GLPRVWUD]LRQH q FRQFOXVD *

≡ V4 ,Q TXHVWR FDVR N FRQWLHQH WXWWH OH SHUPXWD]LRQL GL V4 FKH VRQR GHOOD IRUPD ( m1 m2 )(m3 m4 ) GRYH JOL HOHPHQWL VRQR WXWWL GLVWLQWL HG DSSDUWHQJRQR DOO·LQVLHPH {1,2,3,4} &DVR N

6LD ρ ∈ A5 VWDQWH OD QRUPDOLWj GL N VL KD FKH ρ

−1

(m1m 2 )(m3 m4 ) ρ ∈ N

,QROWUH HVVHQGR L GXH FLFOL GLVJLXQWL YDOH

ρ −1 (m1m2 )(m3 m4 ) ρ = (m1 ρ m2 ρ ) (m3 ρ m4 ρ )

3RQHQGR QHOOD UHOD]LRQH SUHFHGHQWH • ( m1 m2 )( m3 m 4 ) = (13)( 24) • ρ = ( 245) = ( 24)(45) ∈ A5 VL RWWLHQH

(245) −1 (13)(24)(245) = (13)(45) ∈ N 'D FXL VHJXH

(13)(24)(13)(45) = (13)(13)(24)(45) = (245) ∈ N

σe

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL 3HUWDQWR VL SXz FRQFOXGHUH OD GLPRVWUD]LRQH RVVHUYDQGR FKH SRLFKp N FRQWLHQH LO FLFOR (245) VHJXH FKH N ≡ A5

6HPSOLFLWj GHO JUXSSR DOWHUQR An

,O JUXSSR DOWHUQR An q VHPSOLFH SHU n ≥ 5 $EELDPR JLj GLPRVWUDWR LO FDVR n = 5 3HU n > 5 XWLOL]]LDPR LO PHWRGR GL LQGX]LRQH /·LSRWHVL LQGXWWLYD LQL]LDOH H FKH LO JUXSSR DOWHUQR A5 q VHPSOLFH FRPH GLPRVWUDWR QHO SDUDJUDIR SUFHGHQWH 3RQLDPR SHU LQGX]LRQH FKH An −1 GHGXFHQGR FKH GD FLz VHJXH OD VHPSOLFLWj GL An /D VWUDWHJLD GHOOD GLPRVWUD]LRQH q DQDORJD D TXHOOD XWLOL]]DWD QHO FDVR GL A5

6LD GXQTXH N XQ VRWWRJUXSSR SURSULR GL An WDOH FKH N An H VLD H = {σ ∈ An : nσ = n}

'DOOD GHILQL]LRQH GL H VHJXH H ≈ An −1 3HU OH SURSULHWj GHOOD LQWHUVH]LRQH GL JUXSSL QRUPDOL VL KD

N* = N ∩ H H 3RLFKp N q XQ VRWWRJUXSSR QRUPDOH GL An GHYH FRQWHQHUH DOPHQR XQD SHUPXWD]LRQH ρ GLYHUVD GDOO·LGHQWLWj FKH ODVFLD ILVVR XQ HOHPHQWR a ∈ {1,2,3,4,5,...n} SHUWDQWR YDOH aρ

= a

6L VFHOJD RUD XQD SHUPXWD]LRQH σ ∈ An WDOH FKH aσ = n VL KD •

σ * = σ −1 ρσ ∈ N LQ TXDQWR N An

nσ * = n(σ −1 ρσ ) = n(σ −1 )( ρσ ) = a ( ρσ ) = (, aρ )σ = aσ = n σ * ∈ H a

a

$OORUD σ

*

= σ −1 ρσ ∈ N * LQ TXDQWR DSSDUWLHQH FRQWHPSRUDQHDPHQWH D N HG D H H GXQTXH

N * ULVXOWD XQ VRWWRJUXSSR QRUPDOH SURSULR GL H LQ TXDQWR FRQWLHQH DOPHQR XQ HOHPHQWR

GLYHUVR GDOO·XQLWj 2UD DEELDPR QRWDWR FKH H ≈ An −1 RVVLD

H KD OH VWHVVH SHUPXWD]LRQL GL An −1 LQ FXL

VHPSOLFHPHQWH q ODVFLDWR ILVVR O·HOHPHQWR n 'D FLz VL GHGXFH FKH

N * = An −1 LQ TXDQWR

An −1

q VHPSOLFH H TXLQGL DPPHWWH FRPH VRWWRJUXSSL QRUPDOL VROR VH VWHVVR H LO JUXSSR {e} FRQWHQHQWH VROR OD SHUPXWD]LRQH XQLWj • H ≠ {e} SRLFKp DEELDPR YLVWR FKH FRQWLHQH DOPHQR XQD SHUPXWD]LRQH GLYHUVD GDOOD SHUPXWD]LRQH XQLWj

3RVVLDPR TXLQGL FRQFOXGHUH FKH N ≡ An SRLFKp N

*

≡ An −1 ⊂ N H TXLQGL N FRQWLHQH WXWWL L FLFOL

GL An −1

6RWWRJUXSSL QRUPDOL GHO JUXSSR VLPPHWULFR Σ n

,O JUXSSR VLPPHWULFR Σ n QRQ DPPHWWH DOWUL VRWWRJUXSSL QRUPDOL QRQ EDQDOL D GLIIHUHQ]D GHO JUXSSR DOWHUQR An 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL 'LPRVWULDPR TXDQWR VRSUD HQXQFLDWR 6LD N XQ VRWWRJUXSSR SURSULR GL Σ n WDOH FKH •

N Σ n

N QRQ VLD FRQWHQXWR LQ An RVVLD N ⊄ An

6L FRQVLGHUL O·LQVLHPH N ∩ An FKH ULVXOWD HVVHUH XQ VRWWRJUXSSR QRUPDOH GL An VL YHGDQR OH SURSULHWj GHOO·LQWHUVH]LRQH GL JUXSSL QRUPDOL 3RLFKp An q VHPSOLFH H TXLQGL QRQ DPPHWWH VRWWRJUXSSL QRUPDOL SURSUL VL SRVVRQR YHULILFDUH GXH FDVL &DVR N ∩ An = An 'DOO·DSSOLFD]LRQH GHO OHPPD LOOXVWUDWR QHO SDUDJUDIR UHODWLYR DL JUXSSL DOWHUQL HVVHQGR N QRQ VWUHWWDPHQWH FRQWHQXWR LQ An VHJXH Ord ( N )

= 2Ord ( N ∩ An ) = 2Ord ( An ) = 2

n! = n! 2

$OORUD SRLFKp SHU LSRWHVL N Σ n H G DYHQGR N OR VWHVVR QXPHUR GL HOHPHQWL GL Σ n VHJXH

N ≡ Σ n &DVR N ∩ An = {e} 6H $SSOLFDQGR VHPSUH LO OHPPD VRSUD ULFKLDPDWR QRQ YHULILFDQGRVL SHU LSRWHVL LO FDVR N ⊂ An VHJXH Ord ( N ) = 2Ord ( N ∩ An ) = 2Ord ({e}) = 2

$OORUD VL GHGXFH FKH N GHYH HVVHUH XQ VRWWRJUXSSR GL RUGLQH GXH GHO JUXSSR Σ n H GHYH LQROWUH HVVHUH FRVWLWXLWR GDOOH VROH SHUPXWD]LRQL GLVSDUL HVVHQGR N ∩ An = {e}

0D WDOH FRQFOXVLRQH q DVVXUGD LQ TXDQWR LO JUXSSR VLPPHWULFR Σ n FRQ n > 2 QRQ DPPHWWH VRWWRJUXSSL QRUPDOL GL RUGLQH SHU n = 2 A2 ≡ {e} H N ≡ Σ 2 HVVHQGR XQ VRWWRJUXSSR GL RUGLUQH 4XDQWR VRSUD DIIHUPDWR VL SXz GLPRVWUDUH ULFRUGDQGR FKH • RJQL SHUPXWD]LRQH VL SXz IDWWRUL]]DUH FRPH SURGRWWR GL FLFOL GLVJLXQWL • SUHVD XQD TXDOVLDVL SHUPXWD]LRQH ρ ∈ Σ n HG XQ TXDOVLDVL FLFOR ( m1 , m 2 ,.....m k ) GL RUGLQH

k ≤ n YDOH OD VHJXHQWH UHOD]LRQH ρ −1 (m1 , m2 ,.....m k ) ρ = (m1 ρ , m 2 ρ ,.....m k ρ ) $OORUD VH N = {σ e , σ } Σ n QHFHVVDULDPHQWH σ = σ 1σ 2 ....σ h GRYH RJQL σ i q XQ FLFOR GHO WLSR

σ i = (m1,σ i , m2,σ i ,.....mk ,σ i ) GLVJLXQWR FRQ JOL DOWUL H SHUWDQWR

ρ −1σρ = ρ −1σ 1σ 2 ....σ h ρ = ρ −1σ 2 ρρ −1σ 3 ρρ −1σ 4 ρ ..........ρ −1σ k ρ GRYH

ρ −1σ i ρ = (m1,σ i ρ , m2,σ i ρ ,.....mk ,σ i ρ ) SHU i = 1..k 2UD VH N = {σ e , σ } Σ n VHJXH

−1

ρ σρ ∈ N GD FXL R ρ −1σρ = σ R ρ −1σρ = σ e PD FLz q LPSRVVLELOH SHU RJQL ρ ∈ Σ n LQ TXDQWR ρ SHUPXWD L VLQJROL HOHPHQWL GL σ 3RVVLDPR TXLQGL FRQFOXGHUH FKH Σ n FRQ n > 2 QRQ DPPHWWH VRWWRJUXSSL QRUPDOL GL RUGLQH H TXLQGL LO FDVR FKH VWLDPR DQDOL]]DQGR QRQ SXz YHULILFDUVL 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL &RQ FLz VL SXz FRQFOXGHUH FKH ULPDQH SRVVLELOH VROR LO FDVR GD FXL VHJXH FKH VH N Σ n FRQ

N ⊄ An QHFHVVDULDPHQWH N ≡ Σ n H TXLQGL Σ n QRQ KD DOWUL VRWWRJUXSSL QRUPDOL ROWUH An

1RQ ULVROXELOLj GHO JUXSSR Σ n

,O JUXSSR VLPPHWULFR Σ n GL RUGLQH n ≥ 5 QRQ q ULVROXELOH ,QIDWWL DEELDPR YLVWR FKH Σ n SHU n ≥ 5 DPPHWWH FRPH VRWWRJUXSSL QRUPDOL SURSUL VROR LO JUXSSR DOWHUQR An LO TXDOH ULVXOWD VHPSOLFH 3HUWDQWR SXz HVLVWHUH VROR OD VHJXHQWH FDWHQD GL VRWWRJUXSSL QRUPDOL Σ n ⊃ An ⊃ {e} An Σ n {e} An

Σ n SXz DOORUD HVVHUH ULVROXELOH VROR VH Σ n / An H An /{e} = An VRQR DEHOLDQL

2UD Σ n / An q DEHOLDQR LQ TXDQWR JUXSSR SULPR

0HQWUH SHU TXDQWR ULJXDUGD An /{e} = An VL RVVHUYL TXDQWR VHJXH ,O JUXSSR DOWHUQR An q XQ JUXSSR VHPSOLFH H VH IRVVH DEHOLDQR GRYUHEEH QHFHVVDULDPHQWH HVVHUH FLFOLFR LQ TXDQWR DEELDPR GLPRVWUDWR LQ SUHFHGHQ]D FKH XQ JUXSSR VHPSOLFH HG DEHOLDQR ULVXOWD FLFOLFR 2UD An QRQ SXz HVVHUH FLFOLFR LQ TXDQWR VH FRVL IRVVH WXWWL L VXRL HOHPHQWL VDUHEEHUR JHQHUDWL DWWUDYHUVR OD PROWLSOLFD]LRQH GL XQD XQLFD SHUPXWD]LRQH 2VVHUYLDPR DGHVVR FKH JOL HOHPHQWL GL An VL SRVVRQR GLYLGHUH LQ GXH LQVLHPL • TXHOOR FRVWLWXLWR GDOOH SHUPXWD]LRQL FKH ODVFLDQR ILVVR DOPHQR XQ HOHPHQWR • TXHOOR FRVWLWXLWR GDOOH SHUPXWD]LRQL FKH VSRVWDQR WXWWL JOL HOHPHQWL H FKH VRQR ULFRQGXFLELOL TXLQGL D FLFOL GL RUGLQH n

$ TXHVWR SXQWR EDVWD RVVHUYDUH FKH An QRQ SXz HVVHUH JHQHUDWR

• GD QHVVXQD SHUPXWD]LRQH GHO SULPR WLSR LQ TXDQWR JOL HOHPHQWL ILVVL ULPDQJRQR WDOL HVHJXHQGR OH PROWLSOLFD]LRQL • GD QHVVXQD SHUPXWD]LRQH GHO VHFRQGR WLSR LQ TXDQWR HVVH SRVVRQR JHQHUDUH SHU PROWLSOLFD]LRQH VROR FLFOL GL RUGLQH n

$ TXHVWR SXQWR SRVVLDPR FRQFOXGHUH FKH An /{e} = An QRQ q DEHOLDQR H TXLQGL Σ n QRQ q ULVROXELOH

2VVHUYD]LRQH

, JUXSSL VLPPHWULFL Σ n FRQ n ≥ 5 ULVXOWDQR QRQ ULVROXELOL GLYHUVDPHQWH D TXDQWR VL YHULILFD SHU L JUXSSL VLPPHWULFL GL RUGLQH LQIHULRUH $ TXHVWD GLYHUVLWj q OHJDWD O·LPSRVVLELOLWj GL ULVROYHUH SHU UDGLFDOL OH HTXD]LRQL DOJHEULFKH GL JUDGR PDJJLRUH RG XJXDOH DO TXLQWR D GLIIHUHQ]D GL TXDQWR DYYLHQH SHU OH HTXD]LRQL DOJHEULFKH ILQR DO TXDUWR JUDGR

6LJQLILFDWR JHRPHWULFR GHL JUXSSL VLPPHWULFL

,Q TXHVWR SDUDJUDIR VL YXROH HYLGHQ]LDUH LO VLJQLIDWR JHRPHWULFR GHL JUXSSL VLPPHWULFL FKH VSLHJD DQFKH OD VFHOWD GHOO·DJJHWWLYR VLPPHWULFR Ë SRVVLELOH LQIDWWL PHWWHUH LQ HYLGHQ]D LO OHJDPH WUD WDOL JUXSSL HG L PRYLPHQWL FKH WUDVIRUPDQR GHWHUPLQDWH ILJXUH JHRPHWULFKH LQ VH VWHVVH VWDELOHQGR LQ VRVWDQ]D XQ LVRPRUILVPR WUD WDOL WUDVIRUPD]LRQL HG L JUXSSL VLPPHWULFL

6LPPHWULH GHO JUXSSR VLPPHWULFR GL RUGLQH

6L FRQVLGHUL XQ VHJPHQWR L FXL YHUWLFL VRQR LQGLYLGXDWL GDOOH HWLFKHWWH H FKH VL WURYL LQ XQD SRVL]LRQH LQL]LDOH UDSSUHVHQWDWD LQ ILJXUD GDO JUDILFR GL VLQLVWUD 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL

π

LG

6L VXSSRQJD RUD GL HVHJXLUH XQD URWD]LRQH GL GHO VHJPHQWR 7DOH URWD]LRQH SRUWD LO YHUWLFH VXO YHUWLFH H YLYHUYHUVD RVVLD FRUULVSRQGH DG XQD WUDVSRVL]LRQH (12)

3HUWDQGR LO JUXSSR Σ 2 = {id , (12)} SXz HVVHUH XWLOL]]DWR SHU UDSSUHVHQWDUH OH WUDVIRUPD]LRQL GHO VHJPHQWR LQ VH VWHVVR WUDPLWH SRVL]LRQL VLPPHWULFKH LQ TXHVWR FDVR DEELDPR XQD ULIOHVVLRQH VSHFXODUH

6LPPHWULH GHO JUXSSR VLPPHWULFR GL RUGLQH

1HO FDVR GHO JUXSSR Σ 3 OD VLWXD]LRQH q OHJJHUPHQWH SL FRPSOLFDWR GHO FDVR SUHFHGHQWH ,QIDWWL

Σ 3 SXz HVVHUH XWLOL]]DWR SHU UDSSUHVHQWDUH OH WUDVIRUPD]LRQL LQ VH VWHVVR GL XQ WULDQJROR HTXLODWHUR FRPH ULSRUWDWR QHOOD ILJXUD VRWWRVWDQWH ,Q VRVWDQ]D LO WULDQJROR SXz VXELUH OH VHJXHQWL WUDVIRUPD]LRQL D SDUWLUH GDOOD FRQILJXUD]LRQH LQL]LDOH LQGLFDWD LQ ILJXUD FRQ LG FKH SRUWD L YHUWLFL VX YHUWLFL • QHVVXQ VSRVWDPHQWR • GXH URWD]LRQL GL LQWURQR DG XQ DVVH SHUSHQGLFRODUH DO IRJOLR • WUH URWD]LRQL GL XQD LQWRUQR DOO·DVVH SDVVDQWH SHU LO YHUWLFH H SHUSHQGLFRODUH DO ODWR OD VHFRQGD LQWRUQR DOO·DVVH SDVVDQWH SHU LO YHUWLFH H SHUSHQGLFRODUH DO ODWR HG LQ ILQH OD WHU]D LQWRUQR DOO·DVVH SDVVDQWH SHU LO YHUWLFH H SHUSHQGLFRODUH DO ODWWR ,Q WXWWR VL WUDWWD TXLQGL GL VHL FRQILJXUD]LRQL • OD FRQILJXUD]LRQH LQL]LDOH FKH VL RWWLHQH HIIHWWXDQGR QHVVXQ VSRVWDPHQWR H SXz HVVHUH UDSSUHVHQWDWD FRPH OD SHUPXWD]LRQH LGHQWLFD LQ TXDQW PDQGD LO YHUWLFH VXO HUWLFH LO YHUWLFH VXO YHUWLFH HG LO VXO • FLQTXH VSRVWDPHQWL HIIHWWLYL OD SULPD URWD]LRQH GL ULSRUWDWD LQ ILJXUD FKH SXz HVVHUH UDSSUHVHQWDWD GDO FLFOR (123) LQ TXDQWR SRUWD LO YHUWLFH VXO LO YHUWLFH VXO HG LO YHUWLFH VXO YHUWLFH O/D VHFRQGD URWD]LRQH FKH q LQYHFH UDSSUHVHQWDELOH FRQ LO FLFOR WUH URWD]LRQL GL FKH SRLFKp ODVFLDQR ILVVR XQ YHUWLFH VRQR LQYHFH UDSSUHVHQWDELOL FRQ OH WUDVSRVL]LRQL (12) (23) H G (13) VL YHGD OD ILJXUD VRWWRVWDQWH

LG

2π 3

2π 3

π

π

π

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL ,Q FRQFOXVLRQH LO JUXSSR Σ 3 FRQ OH VXH VHL SHUPXWD]LRQL UDSSUHVHQWD WXWWH OH SRVVLELOL FRQILJXUD]LRQL VLPPHWULFKH GHO WULDQJROR LQ DOWUL WHUPLQL SRVVLDPR GLUH FKH Σ 3 q LVRPRUIR DO JUXSSR GHOOH VLPPHWULH GHO WULDQJROR HTXLODWHUR 3HU LQFLVR VL RVVHUYL LQILQH FKH A3 UDSSUHVHQWD OH SULPH WUH FRQILJXUD]LRQL ULSRUWDWH LQ ILJXUD TXHOOH GHO ULTXDGUR VXSHULRUH

6LPPHWULH GHO JUXSSR VLPPHWULFR GL RUGLQH

/D ILJXUD VRWWRVWDQWH ULSRUWD WUDVIRUPD]LRQL GHO WHWUDHGUR LQ VH VWHVVR

LG

5RWD]LRQL D SDVVL GL GHOOD IDFFLD 5RWD]LRQH D SDVVL GL GHOOD IDFFLD

5RWD]LRQH D SDVVL GL GHOOD IDFFLD 5RWD]LRQH D SDVVL GL GHOOD IDFFLD

5RWD]LRQH VL GXH IDFFH &RQ XQ·DQDOLVL DQDRORJD D TXHOOD VYLOXSSDWD QHO SDUDJUDIR SUHFHGHQWH q IDFLOH HYLGHQ]LDUH FJH WDOL WUDVIRUPD]LRQL VRQR UDSSUHVHQWDELOL WUDPLWH LO JUXSSR DOWHUQR A4 PHQWUH OH WUDVIRUPD]LRQL GHO

VRWWRJUXSSR V4 VRQR LOOXVWUDWH QHOOD ILJXUD VHJXHQWH

LG

6L SXz YHULILFDUH FKH Σ 4 UDSSUHVHQWD WXWWH OH WUDIRUPD]LRQL VLPPHWULFKH GHO WHWUDHGUR LQ TXDQWR HVVH SRUWDQR L TXDWWUR YHUWLFL GHO WHWUDHGUR VX TXDWUR YHUWLFL H TXLQGL FRVWLWXLVFRQR XQD SHUPXWD]LQH GHOO·LQVLHPH {1,2,3,4} 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² *UXSSL 6LPPHWULFL

BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL $QHOOR

&$3,72/2 6WUXWWXUD $OJHEULFD GL $QHOOR

'HILQL]LRQH GHOOD 6WUXWWXUD GL $QHOOR

6LD A XQ LQVLHPH GRWDWR GL GXH VWUXWWXUH DOJHEULFKH (A, # ) VWUXWWXUD GL JUXSSR DEHOLDQR • •

( A,$) VWUXWWXUD FDUDWWHUL]]DWD GDOOD OHJJH ($) FKH YHULILFD OH GXH SURSULHWj

o

&KLXVXUD a $ b ∈ A FRQ (a, b) ∈ A × A

o

$VVRFLDWLYD (a $ b) $ c

= a $ (b $ c) FRQ (a, b, c) ∈ A × A × A

9DOH LQROWUH OD SURSULHWj GLVWULEXWLYD GL ($) VX (# ) H GL (# ) VX ($)

­a $ (b# c) = (a $ b)# (a $ c) FRQ (a, b, c) ∈ A × A × A ¯(b# c) $ a = (b $ a)# (c $ a)

®

$OORUD WDOH VWUXWWXUD DOJHEULFD LQGLFDWD FRQ ( A, # ,$) q GHWWD $QHOOR

$QHOOL FRPPXWDWLYL HG DQHOOL XQLWDUL

1H VHJXLWR SURFHGLDPR DG XQD FDUDWWHUL]]D]LRQH GHOOD VWUXWWXUD GL DQHOOR

$QHOOR FRPPXWDWLYR

6XSSRQLDPR FKH OD OHJJH ($) VLD FRPPXWDWLYD RVVLD VXSSRQLDPR FKH YDOJD OD VHJXHQWH SURSULHWj GL FRPPXWD]LRQH a $ b = b $ a $OORUD O·DQHOOR ( A, # ,$) q GHWWR $QHOOR FRPPXWDWLYR

$QHOOR XQLWDULR

6XSSRQLDPR FKH HVLVWD O·HOHPHQWR QHXWUR e$ SHU OD OHJJH ($) GHWWR HOHPHQWR XQLWDULR SHU FXL YDOH OD UHOD]LRQH VHJXHQWH

a $ e$ = e$ $ a = a

$OORUD O·DQHOOR ( A, # ,$) q GHWWR $QHOOR XQLWDULR

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL $QHOOR

6L RVVHUYL FKH O·HOHPHQWR QHXWUR e$ q QHFHVVDULDPHQWH XQLFR LQIDWWL VH SHU DVVXUGR VXSSRQLDPR FKH HVLVWDQR GXH HOHPHQWL XQLWDUL GLVWLQWL e$ H e$′ SRLFKp

e$ $ e$′ = e$ HG e$ $ e$′ = e$′ VHJXH e0 = e0′

3URSULHWj GHJOL DQHOOL

,Q ULIHULPHQWR DOOD VWUXWWXUD GL JUXSSR (A, # ) LQGLFKLDPR FRQ • e# O·HOHPHQWR QHXWUR •

a −1 O·HOHPHQWR LQYHUVR GL a ∈ A LQ UHOD]LRQH DOO·RSHUD]LRQH (# ) a # a −1 = a −1 # a = e#

'DOOH DSSOLFD]LRQL GHOOH SURSULHWj YHULILFDWH GDOOH GXH RSHUD]LRQL LQWHUQH (# ,$) FRPH UHJROH SXUDPHQWH IRUPDOL RVVLD VLQWDWWLFKH GHULYDQR L VHJXHQWL WHRUHPL 7HRUHPD a $ e# = e# $ a = e# RVVLD ($) WUD XQ JHQHULFR HOHPHQWR GL A H O·HOHPHQWR QHXWUR GL (# ) IRUQLVFH FRPH ULVXOWDWR VHPSUH WDOH HOHPHQWR QHXWUR ,QIDWWL • e# # e# = e# a $ (e# # e# ) = a $ e# ( a $ e# )# ( a $ e# ) = a $ e# • DSSOLFDQGR D GHVWUD DL GXH PHPEUL GHOO·XOWLPD XJXDJOLDQ]D O·RSHUD]LRQH (# ) SHU O·HOHPHQWR

(a $ e# ) −1 LQYHUVR GL (a $ e# ) ULVSHWWR DOO·RSHUD]LRQH (# ) VL RWWLHQH

(a $ e# ) −1 # (a $ e# )# (a $ e# ) = (a $ e# ) −1 # (a $ e# ) e# # ( a $ e # ) = e # ( a $ e # ) = e# • LQROWUH e# # e# = e# (e# # e# ) $ a = e# $ a (e# $ a )# (e# $ a ) = e# $ a • DSSOLFDQGR D VLQLVWUD DL GXH PHPEUL GHOO·XOWLPD XJXDJOLDQ]D O·RSHUD]LRQH O·HOHPHQWR (e#

(# ) SHU

$ a) −1 LQYHUVR GL (e# $ a ) ULVSHWWR DOO·RSHUD]LRQH (# ) VL RWWLHQH

(e# $ a)# (e# $ a)# (e# $ a) −1 = (e# $ a)# (e# $ a) −1 (e# $ a )# e# = e# (e# $ a ) = e# 6L SXz DOORUD FRQFOXGHUH FKH a $ e# = e# $ a = e# Ë LPSRUWDQWH HYLGHQ]LDUH FKH TXDQWR DIIHUPDWR GDO WHRUHPD QRQ LPSHGLVFH FKH YDOJD a $ b = e# FRQ a, b DSSDUWHQHQWL DG A H GLYHUVL GD e# VH WDOH VLWXD]LRQH QRQ VL YHULILFD RVVLD VH a $ b = e # LPSOLFD FKH DOPHQR XQR GHL GXH HOHPHQWL a, b GHYH HVVHUH XJXDOH D e# O·DQHOOR

( A, # ,$) q GHWWR $QHOOR GL ,QWHJULWj

= a −1 $ b = a $ b −1 RVVLD O·HOHPHQWR LQYHUVR ULVSHWWR DOO·RSHUD]LRQH (# ) GL (a $ b) ∈ A q HVSULPLELOH FRPSRQHQGR WUDPLWH ($) O·LQYHUVR GL a FRQ b RSSXUH a FRQ

7HRUHPD (a $ b)

−1

O·LQYHUVR GL b 3HU GLPRVWUDUH FKH (a $ b) (a $ b)# a

−1

= a −1 $ b = a $ b −1 GREELDPR YHULILFDUH FKH

$ b = e#

(a $ b)# a $ b •

−1

−1

= e#

SXQWR DSSOLFDQGR OD SURSULHWj GLVWULEXWLYD VHJXH

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL $QHOOR

(a $ b)# (a −1 $ b) = (a # a −1 ) $ b = e# $ b H GDO WHRUHPD VL KD

(a $ b)# a −1 $ b = (a # a −1 ) $ b = e# $ b = e# •

SXQWR DSSOLFDQGR OD SURSULHWj GLVWULEXWLYD VHJXH

(a $ b)# (a $ b −1 ) = a $ (b −1 $ b) = a $ e# H GDO WHRUHPD VL KD

(a $ b)# a −1 $ b = (a # a −1 ) $ b = e# $ b = e# 1HO FDVR ( A, # ,$) VLD XQ DQHOOR XQLWDULR H TXLQGL QHO FDVR LQ FXL HVLVWD O·HOHPHQWR QHXWUR e0 GHOO·RSHUD]LRQH

($) DSSOLFDQGR LO WHRUHPD SRQHQGR b ≡ e0 VL RWWHQJRQR OH VHJXHQWL

LQWHUHVVDQWL UHOD]LRQL

a −1 = e0 $ a −1 = e0−1 $ a = (e0 $ a ) −1

$QHOOR GL LQWHUJLWj H GRPLQLR GL LQWHJULWj

Ë LPSRUWDQWH HYLGHQ]LDUH FKH TXDQWR DIIHUPDWR GDO WHRUHPD QRQ LPSHGLVFH FKH YDOJD a $ b = e# FRQ a, b DSSDUWHQHQWL DG

A H GLYHUVL GD e# VH VL YHULILFD XQ FDVR GHO JHQHUH JOL HOHPHQWL a, b VL FKLDPDQR GLYLVRUL GHOO·HOHPHQWR QHXWUR 6H a $ b = e# LPSOLFD FKH DOPHQR XQR GHL GXH HOHPHQWL a, b GHYH HVVHUH XJXDOH D e# O·DQHOOR ( A, # ,$) q GHWWR $QHOOR GL ,QWHJULWj 8Q DQHOOR ( A, # ,$) FRPPXWDWLYR H GL LQWHJULWj q GHWWR 'RPLQLR GL ,QWHJULWj

(VHPSLR

/D WHUQD ( R,+,⋅) FKH UDSSUHVHQWD O·LQVLHPH GHL QXPHUL UHDOL FRQ OH XVXDOL RSHUD]LRQL GL VRPPD H SURGRWWR WUD QXPHUL FRVWLWXLVFH XQ DQHOOR ,QIDWWL ( R,+) q XQ JUXSSR FRPPXWDWLYR LQ TXDQWR O·DGGL]LRQH WUD QXPHUL UHODL YHULILFD JOL DVVLRPL GL JUXSSR DEHOLDQR ,QROWUH O·RSHUD]LRQH GL SURGRWWR WUD QXPHUL YHULILFD VLD OD SURSULHWj DVVRFLDWLYD VLD TXHOOD GLVWULEXWLYD ULVSHWWR DOOD VRPPD ROWUH QDWXUDOPHQWH TXHOOD GL FKLXVXUD HVVHQGR LO SURGRWWR GL GXH QXPHUL UHDOL XQ QXPHUR UHDOH 3RLFKp

Rˆ = R − {0} q XQ JUXSSR FRPPXWDWLYR O·RSHUD]LRQH SURGRWWR DPPHWWH DQFKH XQ HOHPHQWR QHXWUR LO QXPHUR GHWWR XQLWj SHUWDQWR ( R,+,⋅) q XQ DQHOOR FRPPXWDWLYR XQLWDULR

DQFKH ( Rˆ ,⋅) GRYH

,QILQH VH LO SURGRWWR GL GXH QXPHUL UHDOL q QXOOR OR ]HUR q O·HOHPHQWR QHXWUR GHOO·RSHUD]LRQH GL VRPPD DOPHQR XQR GHL GXH QXPHUL GHYH HVVHUH QXOOR RVVLD QRQ HVLVWRQR GLYLVRUL GHOOR ]HUR H TXLQGL ( R,+,⋅) q XQ DQHOOR GL LQWHJULWj FRPPXWDWLYR HG XQLWDULR RVVLD XQ GRPLQLR GL LQWHJULWj

1RWD]LRQH FDQRQLFD

1RUPDOPHQWH LQ OHWWHUDWXUD OH RSHUD]LRQL (# ,$) GL XQD VWUXWWXUD GL DQHOOR VRQR LQGLFDWH FRQ (+,⋅) RVVLD OD SULPD RSHUD]LRQH q LQGLFDWD FRQ LO VLPEROR GL VRPPD H OD VHFRQGD FRQ LO VLPEROR GL PROWLSOLFD]LRQH QRWD]LRQH FDQRQLFD Ë EHQH VRWWROLQHDUH SHUz FKH O·RSHUD]LRQH (+) H O·RSHUD]LRQH

(⋅) FRPH RSHUD]LRQH GL XQ DQHOOR ( A,+,⋅) QRQ VRQR LQ JHQHUDOH OH XVXDOL RSHUD]LRQL GL DGGL]LRQH H PROWLSOLFD]LRQH WUD QXPHUL PD JHQHULFKH OHJJL GL FRPSRVL]LRQH σ VXOO·LQVLHPH DVWUDWWR A L FXL HOHPHQWL SRVVRQR UDSSUHVHQWDUH TXDOVLDVL FRVD H QRQ VROR GHL QXPHUL QHO FDVR LQ FXL O·LQVLHPH A

UDSSUHVHQWL XQ LQVLHPH QXPHULFR DG HVHPSLR O·LQVLHPH GHL QXPHUL UHDOL DOORUD OH GXH RSHUD]LRQL GL DQHOOR SRVVRQR FRLQFLGHUH FRQ O·XVXDOH DGGL]LRQH H PROWLSOLFD]LRQH 4XHOOR FKH FRQWD QRQ q GXQTXH OD QDWXUD GHJOL HOHPHQWL GHOO·LQVLHPH A PD JOL DVVLRPL FKH QH GHILQLVFRQR OH UHJROH VLQWDWWLFKH GL FRPSRVL]LRQH HG L WHRUHPL GHULYDQWL 3HU HYLGHQ]LDUH TXHVWR VHQVR GL JHQHUDOLWj VL q 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL $QHOOR GXQTXH SUHIHULWR IRUQLUH SULPD XQD GHVFUL]LRQH IRUPDOH FKH IDFHVVH XVR GL VLPEROL (# ,$) QRUPDOPHQWH QRQ XWLOL]]DWL LQ DOJHEUD HOHPHQWDUH 1RUPDOPHQWH SHUz VL XWLOL]]D OD QRWD]LRQH FDQRQLFD LQ FXL • (+) YLHQH GHWWD VRPPD H a + b LQGLFD FKH VL HVHJXH OD VRPPD a SL b •

(⋅) YLHQH GHWWD SURGRWWR H a ⋅ b LQGLFD FKH VL HVHJXH LO SURGRWWR GL a SHU b

,Q QRWD]LRQH FDQRQLFD ( A,+,⋅) LQROWUH • O·HOHPHQWR QHXWUR e+ GL (+) YLHQH GHWWR ]HUR H VL LQGLFD FRQ 0 QHOOD WUDWWD]LRQH JHQHUDOH VL HUD XVDWR LO VLPEROR e#

(⋅) YLHQH GHWWR XQLWj H VL LQGLFD FRQ 1 QHOOD WUDWWD]LRQH JHQHUDOH VL HUD XVDWR LO VLPEROR e$ O·HOHPHQWR LQYHUVR GL a ∈ A ULVSHWWR DOOD (+) YLHQH GHWWR HOHPHQWR RSSRVWR HG q

LQGLFDWR FRPH − a QHO FDVR JHQHUDOH VL HUD XWLOL]]DWR LO VLPEROR a O·HOHPHQWR LQYHUVR GL a ∈ A ULVSHWWR DOOD (⋅) VH HVLVWH LQ TXDQWR LQ XQ DQHOOR QRQ q

O·HOHPHQWR QHXWUR e. GL

−1

−1

GHWWR FKH HVLVWD SRLFKp JOL DVVLRPL QRQ OR LPSRQJRQR q LQGLFDWR FRQ a H YLHQH GHWWR HOHPHQWR UHFLSURFR 1HO VHJXLWR IDUHPR XVR GHOOD QRWD]LRQH FDQRQLFD H SDUOHUHPR GL VRPPD R GL DGGL]LRQH H SURGRWWR R PROWLSOLFD]LRQH VRWWLQWHQGHQGR SHUz FKH VL WUDWWD GL JHQHULFKH RSHUD]LRQL GL XQD VWUXWWXUD DVWUDWWD GL DQHOOR FKH VROR QHL FDVL SDUWLFRODUL LQ FXL VL ID ULIHULPHQWR DG LQVLHPL QXPHULFL SRVVRQR FRLQFLGHUH FRQ OH XVXDOL RSHUD]LRQL QXPHULFKH GL DGGL]LRQH G PROWLSOLFD]LRQH 9HGLDPR RUD FKH IRUPD DVVXPRQR L GXH WHRUHPL YLVWL QHL SDUDJUDIL SUHFHGHQWH DSSOLFDQGR OH QRWD]LRQL FDQRQLFKH HVSUHVVLRQH GHO WHRUHPD a $ e# = e# $ a = e# a ⋅ 0 = 0 ⋅ a = 0 $OORUD LO WHRUHPD QRQ q DOWUR FKH OD QRWD OHJJH GHOO·DQQXOODPHQWR GHO SURGRWWR GL XQ IDWWRUH SHU OR ]HUR VL ULEDGLVFH FKH O·RSHUD]LRQH (⋅) q XQD RSHUD]LRQH DVWUDWWD H QRQ LO SURGRWWR WUD QXPHUL H OR 0

A ≡ R RVVLD QHO A R FDVR LQ FXL O·LQVLHPH FRLQFLGH FRQ O·LQVLHPH GHL QXPHUL UHDOL /·RVVHUYD]LRQH FKH LQ XQ DQHOOR QRQ LQGLFD OR ]HUR QXPHULFR WDOH FRLQFLGHQ]D VL KD VROR QHO FDVR SDUWLFRODUH LQ FXL

SXz HVVHUH

a $ b = e# a ≠ e# , b ≠ e# H (a, b) ∉ A × A VL WUDGXFH LQ a ⋅ b = 0 DQFKH VH a ≠ 0, b ≠ 0

,Q XQ DQHOOR QRQ YDOH TXLQGL OD OHJJH GL DQQXOODPHQWR GHO SURGRWWR SRLFKp LQ JHQHUDOH TXDQGR

c = a ⋅ b JOL HOHPHQWL a H b VRQR GHWWL GLYLVRUL GL c OD QRQ YDOLGLWj GHOOD OHJJH GHOO·DQQXOODPHQWR

GHO SURGRWWR VL HVSULPH DQFKH GLFHQGR FKH LQ XQ DQHOOR HVLVWRQR GLYLVRUL GHOOR ]HUR 6H VXSSRQLDPR FKH O·DQHOOR VLD XQ DQHOOR GL LQWHJULWj SHU GHILQL]LRQH QRQ HVLVWRQR GLYLVRUL GHOOR ]HUR H TXLQGL YDOH OD OHJJH GL DQQXOODPHQWR GHO SURGRWWR HVSUHVVLRQH GHO WHRUHPD

(a $ b) −1 = a −1 $ b = a $ b −1 a −1 = e0 $ a −1 = e0−1 $ a = (e0 $ a ) −1 5LFRUGDQGR FKH O·LQYHUVR GL a SHU O·RSHUD]LRQH YLHQH (+) LQGLFDWR FRQ (− a ) VHJXH a

(a $ b) −1 = −(a ⋅ b) a −1 $ b = (−a) ⋅ b a ⋅ (−b) = a $ b −1 3DJ

−1

≡ ( −a )


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL $QHOOR H TXLQGL

(a $ b) −1 = a −1 $ b = a $ b −1 −(a ⋅ b) = (−a) ⋅ b = a ⋅ (−b)

a

−1

= e0 $ a

−1

=

e0−1

−1

$ a = (e0 $ a ) −(a ) = 1 ⋅ (−a ) = (−1) ⋅ a = −(1 ⋅ a)

'DOOH HVSUHVVLRQL SUHFHGHQWL VL YHGH FKH QRQ q LPSRUWDQWH LO VHJQR GL SDUHQWHVL WRQGD QHO VHQVR FKH q LQGLIIHUHQWH GRYH YLHQH SRVWD H TXLQGL VL SXz RPHWWHUH H SRUUH − (a) = −a ,QROWUH VL SXz SRUUH a = + a LQWHQGHQGR FKH + a ≡ 0 + a

5HJROH GL VHPSOLILFD]LRQH Ë VHPSOLFH RUD PRVWUDUH OD YDOLGLWj GL DOFXQH UHJROH GL VHPSOLILFD]LRQH H PDQLSROD]LRQH GL HTXD]LRQL EHQ QRWH QHOO·DOJHEUD FODVVLFD • OHJJH GHO FDPELDPHQWR GL VHJQR SRUWDQGR XQ HOHPHQWR GD XQ PHPEUR DG XQ DOWUR GL XQD HTXD]LRQH EDVWD FDPELDUJOL VHJQR UHJROD YDOLGD DQFKH QHOO·DOJHEUD HOHPHQWDUH ,QIDWWL c = a + b c + (−c) = a + b + (−c) 0 = a + b − c • OHJJH GL VHPSOLILFD]LRQH a ⋅ b = a ⋅ c b = c a ⋅ b = a ⋅ c a ⋅ b − a ⋅ c = 0 GD FXL DSSOLFDQGR OD SURSULHWj GLVWULEXWLYD a ⋅ b − a ⋅ c = 0 a ⋅ (b − c) = 0 2UD VH YDOH OD OHJJH GHOO·DQQXOODPHQWR GHO SURGRWWR GDOOD HTXD]LRQH SUHFHGHQWH VL SXz GHGXUUH FKH a = 0 RSSXUH b − c = 0 b = c TXLQGL VH a ≠ 0 b = c H GXQTXH VL q VHPSOLILFDWR O·HVSUHVVLRQH FRPH VHJXH a ⋅ b = a ⋅ c b = c 2UD LQ XQ DQHOOR OD OHJJH GL DQQXOODPHQWR QRQ YDOH SHUWDQWR QRQ VL SXz HVHJXLUH OD VHPSOLILFD]LRQH PHQWUH LQ XQ DQHOOR GL LQWHJULWj SRLFKp QRQ FL VRQR GLYLVRUL GHOOR ]HUR q YHULILFDWD OD OHJJH GL DQQXOODPHQWR YDOH DQFKH OD OHJJH GL VHPSOLILFD]LRQH

&RUSL H FDPSL

1HOOD GHILQL]LRQH GL FDPSR XWLOL]]HUHPR OD QRWD]LRQH FDQRQLFD &RPH VL HYLQFH GDOOD SDUWH ILQDOH GHO SDUDJUDIR SUHFHGHQWH HVLVWH XQD GLIIHUHQ]D VRVWDQ]LDOH WUD XQ DQHOOR HG XQ DQHOOR GL LQWHJULWj SHU TXHVW·XOWLPR YDOH LQIDWWL O·LPSRUWDQWH UHJROD GL VHPSOLILFD]LRQH 7DOH UHJROD YDOH DG HVHPSLR QHO FDVR HOHPHQWDUH GL VRPPD H SURGRWWR GL QXPHUL UHDOL HG LQ TXHVWR FDVR DEELDPR LQROWUH RVVHUYDWR FKH O·DQHOOR GHILQLWR VXOO·LQVLHPH GHL QXPHUL UHDOL FRQ OH XVXDOL RSHUD]LRQL GL DGGL]LRQH H PROWLSOLFD]LRQH GHILQLVFH XQ DQHOOR GL LQWHJULWj FRPPXWDWLYR HG XQLWDULR RVVLD XQ GRPLQLR GL LQWHJULWj 1DVFH GXQTXH O·RSSRUWXQLWj GL FDUDWWHUL]]DUH XQD VWUXWWXUD GL DVVLRPL FKH FROJD JOL DVSHWWL SHFXOLDUL YDOLGL QHO FDVR GHL QXPHUL UHDOL FDUDWWHULVWLFKH FKH OD VHPSOLFH VWUXWWXUD GL DQHOOR QRQ ULHVFH D FRJOLHUH 'D TXHVWR SXQWR GL YLVWD GHWWR A XQ LQVLHPH HG a, b, c JHQHULFL VXRL HOHPHQWL RVVHUYLDPR FKH OD FRVD IRQGDPHQWDOH q LPSRUUH OD QRQ HVLVWHQ]D GL GLYLVRUL GHOOR ]HUR RVVLD GL HOHPHQWL GLYHUVL GD ]HUR LO FXL SURGRWWR VLD QXOOR a ⋅ b = 0 FRQ a ≠ 0 H b ≠ 0 &Lz VL RWWLHQH VHPSOLFHPHQWH

Aˆ = A − {0} RVVLD A D FXL q VWDWR WROWR O·HOHPHQWR QHXWUR GHOOD VRPPD DEELD XQD VWUXWWXUD GL JUXSSR ULVSHWWR DOO·RSHUD]LRQH SURGRWWR (⋅) LPSRQHQGR FKH O·LQVLHPH ,QIDWWL 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL $QHOOR

ˆ , b ∈ Aˆ a ≠ 0, b ≠ 0 SHU GHILQL]LRQH VH a ∈ A

a ⋅b ≠ 0 SHUFKp ( Aˆ ,⋅) q XQ JUXSSR H TXLQGL YDOH OD SURSULHWj GL FKLXVXUD RVVLD a ⋅ b ∈ Aˆ H FRPH WDOH QRQ SXz HVVHUH XJXDOH D ]HUR SHUFKp OR ]HUR QRQ DSSDUWLHQH DG Aˆ

'·DOWUD SDUWH QHO FDSLWROR VL q YHULILFDWR FKH LQ JUXSSR YDOH OD UHJROD GL VHPSOLILFD]LRQH GHO

ˆ q VLFXUDPHQWH YHULILFDWD H ULWURYLDPR SHU DOWUD YLD OD YDOLGLWj GHOOD UHJROD SURGRWWR SHUWDQWR LQ A GL VHPSOLILFD]LRQH VH QRQ HVLVWRQR GLYLVRUL GHOOR ]HUR

'HILQL]LRQH GL FRUSR

)LVVDWR XQ LQVLHPH A H GXH OHJJL GL FRPSRVL]LRQH (+) H (⋅) O·DQHOOR ( A,+,⋅) KD OD VWUXWWXUD GL &RUSR VH ( A,+) q XQ JUXSSR DEHOLDQR FRPPXWDWLYR • •

( Aˆ ,⋅) q XQ JUXSSR GRYH Aˆ = A − {0}

6L RVVHUYL FKH XQ FRUSR q DQFKH XQ DQHOOR GL LQWHJULWj XQLWDULR LQ TXDQWR YHULILFD JOL DVVLRPL GL DQHOOR SHU GHILQL]LRQH QRQ KD GLYLVRUL GHOOR ]HUR FRPH VRSUD YHULILFDWR HG DPPHWWH O·HOHPHQWR QHXWUR ULVSHWWR DO SURGRWWR (⋅) RVVLD O·XQLWj QRQ q SHUz FRPPXWDWLYR H TXLQGL QRQ q XQ GRPLQLR GL LQWHJULWj

ˆ ,⋅) VRQR 5LFRUGLDPR FKH ( R,+,⋅) q XQ DQHOOR H VL q YLVWR QHO SDUDJUDIR FKH VLD ( R,+) VLD ( R ( R,+,⋅) q XQ FRUSR VL YXROH TXL RVVHUYDUH FKH FRHUHQWHPHQWH FRQ OD WUDWWD]LRQH JHQHUDOH OD VWUXWWXUD GL JUXSSR VXOOD OHJJH GL SURGRWWR (⋅) q SRVWD VXOO·LQVLHPH Rˆ = R − {0} 6L RVVHUYL FKH ( Rˆ ,⋅) KD SHUz XQD XOWHULRUH SURSULHWj TXHOOD GL HVVHUH XQ JUXSSR GXH JUXSSL SHUWDQWR

FRPPXWDWLYR SHUWDQWR SHU DYHUH XQR VFKHPD GL DVVLRPL FKH FROJD WXWWH OH SURSULHWj YDOLGH QHOOD XVXDOH DOJHEUD HOHPHQWDUH FRQ OH RSHUD]LRQL VL VRPPD H SURGRWWR WUD QXPHUL UHDOL q QHFHVVDULR SRUUH DQFKH TXHVWR DVVLRPD

'HILQL]LRQH GL FDPSR

$OORUD VL SRQH OD VHJXHQWH GHILQL]LRQH

ˆ ,⋅) q XQ JUXSSR DEHOLDQR O·DQHOOR ( A,+,⋅) q GHWWR &DPSR VH q XQ &RUSR LQ FXL ( A /·LQVLHPH R GHL QXPHUL UHDOL q GHWWR &DPSR GHL UHDOL DQDORJDPHQWH O·LQVLHPH C GHL QXPHUL FRPSOHVVL q GHWWR &DPSR GHL FRPSOHVVL

/HJDPH WUD FDPSL q GRPLQL GL LQWHUJULWj

,Q EDVH DOOD GHILQL]LRQH GL FDPSR VHJXH FKH XQ FDPSR q DQFKH XQ GRPLQLR GL LQWHJULWj ,QIDWWL XQ FDPSR q VLFXUDPHQWH XQ DQHOOR FRPPXWDWLYR H GRWDWR GL XQLWj ,QROWUH VH a H b VRQR GXH HOHPHQWL GL XQ FDPSR K H VH ab = 0 FRQ a ≠ 0 H b ≠ 0 QHFHVVDULDPHQWH HVLVWRQR LQ K JOL HOHPHQWL a

−1

H b

−1

GD FXL VHJXH

(ab)(ab) −1 = 0(ab) −1 = 0 abb −1 a −1 = 1 = 0 7DOH ULVXOWDWR q DVVXUGR H SHUWDQWR LQ XQ FDPSR GRYH RJQL HOHPHQWR GLYHUVR GDOOR ]HUR RVVLD GDOO·HOHPHQWR QHXWUR GHOOD VHFRQGD RSHUD]LRQH FKH GHILQLVFH OD VWUXWWXUD GL DQHOOR GHYH QHFHVVDULDPHQWH DYHUH XQ HOHPHQWR LQYHUVR QRQ SXz YHULILFDUVL FKH ab = 0 FRQ a ≠ 0 H b ≠ 0 8Q FDPSR q DOORUD XQ GRPLQLR GL LQWHUJULWj 9DOH DQFH LO YLFHYHUVD QHOO·LSRWHVL FKH LO QXPHUR GL HOHPHQWL GHOO·LQVLHPH LQ FXL q GHILQLWR O·DQHOOR VLD ILQLWR 2VVLD XQ GRPLQLR GL LQWHJULWj ILQLWR q XQ FDPSR

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL $QHOOR ,QIDWWL GHWWR K XQ GRPLQLR GL LQWHJULWj HVVR q XQ DQHOOR FRPPXWDWLYR XQLWDULR FLz FKH JOL PDQFD SHU HVVHU XQ FDPSR q O·HVLVWHQ]D GHJOL HOHPHQWL LQYHUVL ULVSHWWR DOOD PROWLSOLFD]LRQH SHU RJQL HOHPHQWR GLYHUVR GD ]HUR H GHOO·XQLWj 3HU GLPRVWUDUH TXDQWR DIIHUPDWR SDUWLDPR GDO IDWWR FKH K • q XQ LQVLHPH ILQLWR • q XQ GRPLQLR GL LQWHUJULWj H TXLQGL ab = 0 FRQ (a, b) ∈ K × K QHFHVVDULDPHQWH XQR GHL GXH IDWWRUL GHYH HVVHUH XJXDOH D ]HUR 'DO SULPR SXQWR VHJXH FKH VDUj GDWR GD n HOHPHQWL GLVWLQWL K = {k1 , k 2 ,.....k n } FRQ n LQWHUR ILQLWR ,QROWUH GHWWR k ∈ K XQ HOHPHQWR GLYHUVR GD ]HUR VL SXz FRQVLGHUDUH LO VHJXHQWH LQVLHPH kK = {kk1 , kk 2 ,.....kk n } 2UD RJQL HOHPHQWR kk i ∈ K LQ TXDQWR YDOH OD SURSULHWj GL FKLXVXUD HG LQROWUD RJQL FRSSLD GL HOHPHQWL GL kK UDSSUHVHQWD GXH HOHPHQWL GLVWLQWL LQ TXDQWR VH IRVVH SURSULHWj GL VHPSOLILFD]LRQH YDOLGD LQ XQ GRPLQLR GL LQWHJULWj FKH k i $OORUD SRVVLDPR FRQFOXGHUH FKH

kk i = kk j VHJXH GDOOD

= k j

K ≡ kK

2VVHUYLDPR RUD FKH DQFKH k ∈ kK H TXLQGL HVLVWH XQ LQGLFH i WDOH FKH k = kk i H k = k i k SHU OD SURSULHWj FRPPXWDWLYD 7DOH k i q XQ EXRQ FDQGLGDWR DG HVVHUH O·HOHPHQWR XQLWj HG q LQIDWWL FRVu LQ TXDQWR VH VH FRQVLGHUR XQ DOWUR JHQHULFR HOHPHQWR kk j

∈ kK VLD KD (kk j )k i = (kk i )k j = kk j k i (kk j ) = (k i k )k j = kk j

$OORUD k i q SURSULR O·HOHPHQWR XQLWj FKH SXz HVVHUH LQGLFDWR FRPH 1 H SHUWDQWR WDOH HOHPHQWR HVLVWH 'REELDPR RUD YHULILFDUH O·HVLVWHQ]D GHJOL HOHPHQWL LQYHUVL 2UD O·HOHPHQWR XQLWj 1 QHFHVVDULDPHQWH GHYH DSSDUWHQHUH D kK TXLQGL DYUHPR FKH HVLVWH XQ

k j ∈ K WDOH FKH 1 = kk j H GXQTXH k j q O·LQYHUVR GL k 5LFRUGDQGR FKH k q XQ JHQHULFR HOHPHQWR GL K GLYHUVR GD ]HUR VHJXH FKH RJQL HOHPHQWR GLYHUVR GD ]HUR DPPHWWH O·HOHPHQWR LQYHUVR H FKH SHUWDQWR LO GRPLQLR GL LQWHUJULWj K q XQ FDPSR

6RWWRDQHOOL

&RVu FRPH SHU OD VWUXWWXUD GL JUXSSR VL q GHILQLWR LO FRQFHWWR GL VRWWRJUXSSR q SRVVLELOH GHILQLUH LQ PRGR DQDORJR LO FRQFHWWR GL VRWWRDQHOOR 6LD GXQTXH A XQ DQHOOR H VLD S XQ VRWWRLQVLHPH GL A S q GHWWR VRWWRDQHOOR GL A VH • YHULILFD OH FRQGL]LRQL VL VRWWRJUXSSR UHODWLYDPHQWH D RVVLD o a + b ∈ S FRQ (a, b) ∈ ( A × A) FKLXVXUD

o 0 ∈ S HVLVWHQ]D GHOO·HOHPHQWR QHXWUR o VH a ∈ S − a ∈ S HVLVWHQ]D GHOO·HOHPHQWR LQYHUVR GL XQ HOHPHQWR GDWR YHULILFD OD SURSULHWj GL FKLXVXUD ULVSHWWR (⋅)

o VH a ∈ S H b ∈ S DOORUD ab ∈ S ,QIDWWL OH FRQGL]LRQL GL VRWWRJUXSSR JDUDQWLVFRQR FKH ULVSHWWR DOO·RSHUD]LRQH GL JUXSSR S YHULILFD WXWWL JOL DVVLRPL ,QYHFH SHU O·RSHUD]LRQH GL SURGRWWR O·DVVRFLDWLYLWj q JDUDQWLWD GDO IDWWR FKH S ⊂ A PHQWUH OD FKLXVXUD UHQGH YDOLGD DQFKH OD SURSULHWj GLVWULEXWLYD LQIDWWL VH a ∈ S b ∈ S H c ∈ S 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL $QHOOR • •

ab + ac = a (b + c) ∈ S ba + ca = (b + c)a ∈ S ,QWHUVH]LRQH GL VRWWRDQHOOL

6LDQR S1 H S 2 GXH VRWWRDQHOOL GHOO·DQHOOR A $OORUD S = S1 ∩ S 2 q XQ VRWWRDQHOOR GL A 'LPRVWUD]LRQH 5LVSHWWR DOO·RSHUD]LRQH GL JUXSSR (+) S YHULILFD OH FRQGL]LRQL GL VRWWRJUXSSR GL A LQ TXDQWR VDSSLDPR FKH O·LQWHUVH]LRQH GL GXH VRWWRJUXSSL q XQ VRWWRJUXSSR 'REELDPR DOORUD VROR YHULILFDUH OD FKLXVXUD ULVSHWWR D (⋅) VH (a, b) ∈ S × S VHJXH ( a, b ) ∈ S1 × S 2 H ( a, b ) ∈ S1 × S 2 ab ∈ S1 H GXQTXH •

ab ∈ S1 H ab ∈ S 2 GD FXL ab ∈ S

ba ∈ S1 H ba ∈ S 2 GD FXL ba ∈ S

( FLz FRQFOXGH OD GLPRVWUD]LRQH

6RWWRDQHOOL SURSUL

A q XQ VRWWRDQHOOR SURSULR VH S ⊂ A HG S ≠ {0} 2VVLD XQ VRWWRDQHOOR SURSULR QRQ GHYH FRLQFLGHUH Qp FRQ A Qp FRQ {0}

8Q VRWWRDQHOOR S GL XQ DQHOOR

,O FRQFHWWR GL LGHDOH

6LD A XQ DQHOOR VL GLFH LGHDOH GL A XQ LQVLHPH I WDOH FKH I q XQ VRWWRDQHOOR GL A • • ∀a ∈ A H i ∈ I YDOH OD VHJXHQWH SURSULHWj GL FKLXVXUD ia ∈ I ai ∈ I

I

I I

ai I

i I

I

A

a

,GHDOL SURSUL

8Q LGHDOH I q GHWWR SURSULR VH q XQ VRWWRDQHOOR SURSULR

,GHDOH PDVVLPDOH

6LD A XQ DQHOOR H I XQ VXR LGHDOH SURSULR SURSULR J GL A WDOH FKH I ⊂ J ⊂ A

I q GHWWR LGHDOH PDVVLPDOH VH QRQ HVLVWH XQ DWUR LGHDOH

,GHDOH JHQHUDWR GD XQ VRWWR LQVLHPH GL XQ DQHOOR

6LD X = {x1 , x 2 ,....x k } ⊂ A XQ VRWWRLQVLHPH ILQLWR RSSXUH LQILQLWR GL XQ DQHOOR

A ,QGLFKLDPR FRQ I i XQ LGHDOH GL A WDOH FKH X ⊆ I i 6XSSRQLDPR FKH LO QXPHUR GL LGHDOL FKH FRQWHQJRQR X VLD SDUL DG n RVVLD FKH O·LQGLFH i = 1..n GRYH n SXz DQFKH HVVHUH LQILQLWR 3RLFKp O·LQWHUVH]LRQH GL LGHDOL q DQFRUD XQ LGHDOH GL A KD VHQVR FRQVLGHUDUH LO VHJXHQWH LGHDOH 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL $QHOOR

n

I X = ∩ I i i =1

/·LGHDOH I X YLHQH GHWWR LGHDOH JHQHUDWR GDOO·LQVLHPH VHJXH

X H YLHQH VLPEROLFDPHQWH LQGLFDWR FRPH

I X = ( x1 , x 2 ,....x k )

6L RVVHUYL FKH I X q LO SL SLFFROR LGHDOH FRQWHQHQWH O·LQVLHPH X

6WUXWWXUD GL XQ LGHDOH JHQHUDWR GD XQ LQVLHPH ILQLWR

6LD A XQ DQHOOR XQLWDULR FRPPXWDWLYR H VLD X = {x1 , x 2 ,....x k } ⊂ A XQ VXR VRWWRLQVLHPH ILQLWR $OORUD O·LGHDOH I X JHQHUDWR GD VHJXH

X FRLQFLGH FRQ OD WRWDOLWj GHJOL HOHPHQWL a ∈ A HVSUHVVL FRPH

k ­ ½ A × A

.... × A I X = ®a ∈ A : a = ¦ ai xi ¾ DO YDULDUH GL (a1 , a 2 ,....a k ) ∈ i =1 ¯ ¿ k volte ,Q VRVWDQ]D LO WHRUHPD DIIHUPD FKH O·LGHDOH I X JHQHUDWR GDO VRWWRLQVLHPH X VL RWWLHQH WUDPLWH

k

O·HTXD]LRQH OLQHDUH

a = ¦ ai xi GHWWD FRPELQD]LRQH OLQHDUH L FXL FRHIILFLHQWL VRQR GDWL GDJOL i =1

HOHPHQWL GL X H OH FXL k LQFRJQLWH DVVXPRQR YDORUL LQ A 'LPRVWUD]LRQH 6LFFRPH

A

q

XQ

DQHOOR

FRPPXWDWLYR

O·LQVLHPH

(a1 , a 2 ,....a k ) ∈ A × A

.... × A q VLFXUDPHQWH XQ LGHDOH LQ TXDQWR

k ­ ½ I = ®a ∈ A : a = ¦ a i x i ¾ FRQ i =1 ¯ ¿

k volte

k

FRQWLHQH OR ]HUR SRLFKp a

= ¦ ai xi = 0 VH ai = 0 SHU i = 1..k i =1

k

YDOH

OD

FKLXVXUD

LQ

k

k

k

i =1

i =1

i =1

TXDQWR

VH

a = ¦ ai xi

k

b = ¦ bi xi

H

i =1

i =1

a + b = ¦ ai xi + ¦ bi xi = ¦ (ai + bi ) xi ∈ I •

HVLVWH O·LQYHUVR GL RJQL

a − a = 0 H − a + a = 0 •

,QROWUH

k

k

i =1

i =1

a = ¦ ai xi LQ TXDQWR SUHVR O·HOHPHQWR − a = ¦ − ai xi VLD

SUHVR XQ HOHPHQWR b ∈ A H QRQ DSSDUWHQHQWH D I VLD KD ba

k

k

i =1

i =1

= b¦ ai xi = ¦ bai xi ∈ I H G

DQDORJDPHQWH SHU ba HVVHQGR A FRPPXWDWLYR

I FRQWLHQH X FRPH FRQVHJXHQ]D GHO IDWWR FKH A q XQLWDULR ,QIDWWL SRQHQGR ai = 1 HG k

DQQXOODQGR WXWWL JOL DOWUL FRHIILFLHQWL GHOOD VRPPD

¦ ai xi VHJXH i =1

k

a = ¦ ai xi = ai = xi ∈ I i =1

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL $QHOOR H IDFHQGR DVVXPHUH DOO·LQGLFH i L YDORUL GD XQR D k VLD KD FKH xi ∈ I SHU i = 1..k GD FXL VHJXH

X ⊂ I

2UD ULPDQH VROR GD GLPRVWUDUH FKH I ≡ I X RVVLD ELVRJQD YHULILFDUH FKH TXDOVLDVL DOWUR LGHDOH

J ⊂ X GHYH FRQWHQHUH DQFKH I 0D WDOH FRQGL]LRQH GLVFHQGH GLUHWWDPHQWH GDOO·LSRWHVL FKH J ⊂ X H GDOOD GHILQL]LRQH GL LGHDOH ,QIDWWL VH ai ∈ A SRLFKp xi ∈ J VHJXH a i xi ∈ J 2UD IDFHQGR YDULDUH O·LQGLFH i GD XQR D k H VRPPDQGR VL SXz FRQFOXGHUH FKH k

¦ ai xi ∈ J GD FXL VHJXH I ⊂ J i =1

VL ULFRUGL FKH J q FKLXVR ULVSHWWR DOOD VRPPD SHUWDQWR OD VRPPD GL HOHPHQWL DSSDUWHQHQWL D J DSSDUWLHQH DQFRUD D J $OORUD QHFHVVDULDPHQWH I ≡ I X LQ TXDQWR RJQL J ⊂ X FRQWLHQH DQFKH I FKH D VXD YROWD FRQWLHQH X

$QHOOL DG LGHDOL SULQFLSDOL

8Q DQHOOR A XQLWDULR H FRPPXWDWLYR q GHWWR DQHOOR DG LGHDOL SULQFLSDOL VH RJQL VXR LGHDOH q JHQHUDWR GD XQ LQVLHPH ILQLWR X 6LJQLILFDWR q LO FDVR SDUWLFRODUH GL FXL YHGUHPR QHO VHJXLWR XQ HVHPSLR UHODWLYR DOO·DQHOOR GHL QXPHUL LQWHUL HG DJOL DQHOOL HXFOLGHL LQ FXL O·LQVLHPH FKH JHQHUD O·LGHDOH I X GL XQ DQHOOR A VLD FRVWLWXLWR GD XQ VROR HOHPHQWR RVVLD QHO FDVR LQ FXL VL DEELD

X = {x1 } ,Q WDOH VLWXD]LRQH VL KD FKH I X = ( x1 ) = {ax1 }DO YDULDUH GHJOL HOHPHQWL a ∈ A $OORUD JOL HOHPHQWL GL I X VRQR WXWWL PXOWLSOL GHOO·XQLFR HOHPHQWR x1 GHOO·LQVLHPH JHQHUDWRUH X

$OORUD LQ WDOH FDVR XQ DQHOOR DG LGHDOL SULQFLSDOL q XQ DQHOOR LQ FXL WXWWL L SURSUL LGHDOL VRQR FRVWLWXLWL GD LQVLHPL L FXL HOHPHQWL VRQR PXOWLSOL GL XQ HOHPHQWR GDWR QDWXUDOPHQWH LGHDOL GLYHUVL VRQR PXOWLSOL GL HOHPHQWL GLYHUVL

3URSULHWj GHJOL LGHDOL /HJDPH WUD FDPSL HG LGHDOL

8Q DQHOOR A XQLWDULR H FRPPXWDWLYR q XQ FDPSR VH H VROR VH DPPHWWH FRPH LGHDOL VROR O·LQVLHPH {0} FRVWLWXLWR GDO VROR HOHPHQWR ]HUR H O·DQHOOR A VWHVVR 'LPRVWUD]LRQH GHOOD QHFHVVLWj FRQGL]LRQH ´VROR VHµ 6LD A XQ FDPSR H VLD I XQ VXR LGHDOH GLYHUVR GD {0} 'HWWR i ∈ I XQ HOHPHQWR GHOO·LGHDOH HVLVWH

i −1 ∈ A LQ TXDQWR A q XQ FDPSR 3HU GHILQL]LRQH GL LGHDOH ii −1 = 1 ∈ I H GXQTXH SHU XQ TXDOVLDVL HOHPHQWR a ∈ A VHPSUH SHU GHILQL]LRQH GL LGHDOH 1a = a ∈ I

RVVLD

I ≡ A

$OORUD VH A q XQ FDPSR R I = {0} R I ≡ A 'LPRVWUD]LRQH GHOOD VXIILFLHQ]D FRQGL]LRQH ´ VHµ 6L VXSSRQJD FKH O·DQHOOR XQLWDULR H FRPPXWDWLYR A DPPHWWD FRPH LGHDOL VROR {0} H

A $OORUD SHU

A q XQ FDPSR RFFRUUH GLPRVWUDUH FKH SHU RJQL a ∈ A FRQ a ≠ 0 HVLVWD O·HOHPHQWR −1 LQYHUVR a ∈ A WDOH FKH aa = 1 /D ORJLFD GHOOD GLPRVWUD]LRQH q TXHOOD GL YHULILFDUH FKH RJQL HOHPHQWR GL A q HVSULPLELOH QHOOD IRUPD aA = {ab : b ∈ A} ,QIDWWL VH ULXVFLDPR D GLPRVWUDUH TXHVWR IDWWR QH FRQVHJXH FKH DQFKH 1 ∈ A GHYH DSSDUWHQHUH D aA H FRQVHJXHQWHPHQWH 1 GHYH HVVHUH HVSULPLELOH QHOOD IRUPD 1 = ab ,QROWUH HVVHQGR O·DQHOOR A FRPPXWDWLYR OD 1 = ab LPSOLFD 1 = ba 3HUWDQWR VH GLPRVWULDPR FKH GLPRVWUDUH FKH −1

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL $QHOOR

A ≡ aA VL SXz FRQFOXGHUH FKH SHU RJQL a ≠0 HVLVWH b ∈ A WDOH FKH 1 = ab = ba RVVLD FKH −1 HVLVWH a = b $OORUD YHULILFKLDPR FKH HIIHWWLYDPHQWH A ≡ aA $ WDOH VFRSR VL RVVHUYL FKH aA ≠{0} LQ TXDQWR a ≠0 H TXLQGL VH ULXVFLDPR D GLPRVWUDUH FKH aA q XQ LGHDOH GL A SRLFKp SHU LSRWHVL JOL XQLFL LGHDOL GL A VRQR {0} H A VHJXH QHFHVVDULDPHQWH FKH A ≡ aA 9HULILFKLDPR GXQTXH FKH aA q XQ LGHDOH GL A $ WDOH VFRSR GREELDPR YHULILFDUH FKH aA q XQ VRWWRJUXSSR DEHOLDQR GL A ULVSHWWR DOO·DGGL]LRQH (+) • 9DOH OD SURSULHWj GL FKLXVXUD LQ TXDQWR SUHVD OD FRSSLD GL HOHPHQWL (b, c) ∈ ( A × A) VHJXH ab + ac = a (b + c) ∈ aA • • •

(VLVWH O·HOHPHQWR QHXWUR OR ]HUR LQ TXDQWR a 0 = 0 ∈ aA 3HU TXDOVLDVL ab ∈ aA HVLVWH O·HOHPHQWR LQYHUVR

a(−b) ∈ aA LQ TXDQWR

ab + a(−b) = ab − ab = 0 2UD GREELDPR YHULILFDUH OD SURSULHWj GL FKLXVXUD GHJOL LGHDOL 6LD GXQTXH ab ∈ aA H c ∈ A VHJXH FKH (ab)c = a (bc) ∈ aA • •

c(ab) = a (cb) ∈ aA

( FLz FRPSOHWD OD GLPRVWUD]LRQH FKH aA q XQ LGHDOH GL SUHFHGHQ]D FRPSOHWD OD GLPRVWUD]LRQH

A H TXLQGL SHU TXDQWR RVVHUYDWR LQ

,QWHUVH]LRQH GL LGHDOL

6LDQR I 1 H I 2 GXH LGHDOL GL XQ DQHOOR A $OORUD O·LQVLHPH I = I 1 ∩ I 2 q XQ LGHDOH GL A 7DOH SURSULHWj VHJXH GDO IDWWR FKH JOL LGHDOL I 1 H I 2 VRQR DQFKH GHL VRWWRDQHOOL H FKH TXLQGL FRPH LQWHUVH]LRQH GL VRWWRDQHOOL ULVXOWD HVVHUH DQFK·HVVR XQ VRWWRDQHOOR

I

$QHOOR TXR]LHQWH

&RVu FRPH q VWDWR IDWWR QHO FDVR GHOOD GHILQL]LRQH GL JUXSSR TXR]LHQWH VL YXROH RUD LQWURGXUUH LO FRQFHWWR GL DQHOOR TXR]LHQWH 5LVSHWWR DO FDVR GHL JUXSSL SHU JOL DQHOOL VL KDQQR SHUz GXH RSHUD]LRQL OD VRPPD H OD PROWLSOLFD]LRQH HG RFFRUUH GHFLGHUH ULVSHWWR D TXDOH RSHUD]LRQH LQWURGXUUH LO FRQFHWWR GL TXR]LHQWH /D VFHOWD SL UDJLRQHYROH q TXHOOD GL XWLOL]]DUH • O·RSHUD]LRQH GL VRPPD LQ TXDQWR HVVD GHILQLVFH XQD VWUXWWXUD GL JUXSSR DEHOLDQR • HG LO FRQFHWWR GL LGHDOH ,QIDWWL GHWWR A XQ DQHOOR H I XQ VXR LGHDOH SHU GHILQL]LRQH I LQGLYLGXD XQ VRWWRDQHOOR ULVSHWWR DOO·RSHUD]LRQH GL VRPPD (+) H TXLQGL LQGLYLGXD DQFKH XQ VRWWRJUXSSR DEHOLDQR ULVSHWWR D (+) 3HUWDQWR I HVVHQGR XQ VRWWRJUXSSR DEHOLDQR q DQFKH XQ VRWWRJUXSSR QRUPDOH GL A ULVSHWWR DOO·RSHUD]LRQH GL VRPPD (+) H FLz SHUPHWWH GL GHILQLUH LO JUXSSR TXR]LHQWH A / I 'REELDPR RUD YHULILFDUH FKH WDOH TXR]LHQWH A / I SXz HVVHUH GRWDWR GL XQD VWUXWWXUD GL DQHOOR RVVLD GREELDPR YHGHUH VH VLD SRVVLELOH GHILQLUH GXH RSHUD]LRQL GL VRPPD (+) GL PROWLSOLFD]LRQH (â‹…) ULVSHWWR DOOH TXDOL JOL HOHPHQWL GL A / I RVVLD L ODWHUDOL GHOO·LGHDOH YHULILFKLQR JOL DVVLRPL GL DQHOOR $ WDOH VFRSR VL RVVHUYL TXDQWR VHJXH 3DJ

I ULVSHWWR DOO·RSHUD]LRQH (+)


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL $QHOOR •

I q XQ VRWWRJUXSSR DEHOLDQR H TXLQGL q XQ VRWWRJUXSSR QRUPDOH ULVSHWWR DOO·RSHUD]LRQH (+) SHUWDQWR LQ A / I ULVXOWD GHILQLWD O·RSHUD]LRQH (+) WUD L ODWHUDOL GL I GHO WLSR (a + I ) + (b + I ) = (a + b) + I FRQ (a, b) ∈ A × A LQ PRGR WDOH FKH ULVSHWWR D WDOH RSHUD]LRQH A / I YHULILFD JOL DVVLRPL GL JUXSSR DEHOLDQR FRVu FRPH DFFDGH QHO FDVR GHL

JUXSSL GHILQLDPR RUD O·RSHUD]LRQH (⋅) WUD L ODWHUDOL QHO PRGR VHJXHQWH

(a + I ) ⋅ (b + I ) = (a ⋅ b) + I FRQ (a, b) ∈ A × A YHULILFKLDPR FKH WDOH RSHUD]LRQH q EHQ SRVWD VLD GXQTXH a ′ ∈ a + I H b ′ ∈ b + I DOORUD YDOH a ′ = a + i1 H b ′ = b + i 2 FRQ (i1 , i 2 ) ∈ I × I

(a ′ + I ) ⋅ (b ′ + I ) = (a ′ ⋅ b ′) + I = [(a + i1 ) ⋅ (b + i 2 )] + I = (ab + ai2 + i1b + i1i2 ) + I , , , ∈I

∈I

∈I

(a ′ + I ) ⋅ (b ′ + I ) = (ab + ai + i1b + i1i 2 ) + I = (ab) + I + [(ai2 + i1b + i1i2 ) + I ] , , , , , , ∈I ∈I ∈I

∈I

∈I

∈I

(a ′ + I ) ⋅ (b′ + I ) = (a ′b′) + I = (ab) + I

∈I

/·RSHUD]LRQH q GXQTXH EHQ SRVWD LQ TXDQWR QRQ GLSHQGH GDOO·HOHPHQWR FRQ FXL VL UDSSUHVHQWDQR L ODWHUDOL GL I H VH

(a ′ + I ) = a + I , ; b′ + I = b + I (a ′b′) + I = (ab) + I (⋅) 'REELDPR RUD YHULILFDUH FKH WDOH RSHUD]LRQH SRVVD HVVHUH XWLOL]]DWD FRPH VHFRQGD RSHUD]LRQH

GL DQHOOR SHU GHILQLUH LO TXR]LHQWH A / I $ WDOH VFRSR YHULILFKLDPR JOL DVVLRPL GL DQHOOR • FKLXVXUD GLVFHQGH GLUHWWDPHQWH GDOOD GHILQL]LRQH LQ TXDQWR HVVHQGR (a + I ) ⋅ (b + I ) = (a ⋅ b) + I VHJXH (a ⋅ b) + I ∈ A / I RVVLD (a ⋅ b) + I q XQ ODWHUDOH GL I SRLFKp (ab) ∈ A •

DVVRFLDWLYLWj VHJXH GLUHWWDPHQWH GDOOD YDOLGLWj GHOO·DVVRFLDWLYLWj GHOOD PROWLSOLFD]LRQH WUD HOHPHQWL GHOO·DQHOOR A

[(a + I ) ⋅ (b + I )] ⋅ (c + I ) = [(a ⋅ b) + I ](c + I ) = (abc) + I (a + I ) ⋅ [(b + I ) ⋅ (c + I )] = (a + I ) ⋅ [(bc) + I ] = (abc) + I

GD FXL VHJXH

[(a + I ) ⋅ (b + I )] ⋅ (c + I ) = (a + I ) ⋅ [(b + I ) ⋅ (c + I )]

GLVWULEXWLYLWj

(a + I ) ⋅ [(b + I ) + (c + I )] = (a + I ) ⋅ [(b + c) + I ] = [a(b + c) + I ] = (ab + ac) + I (a + I ) ⋅ [(b + I ) + (c + I )] = (ab + I ) + (ac + I ) = [(a + I ) ⋅ (b + I )] + [(a + I ) ⋅ (c + I )]

[(b + I ) + (c + I )] ⋅ (a + I ) = [(b + c) + I ] ⋅ (a + I ) = [(b + c)a + I ] [(b + I ) + (c + I )] ⋅ (a + I ) = (ba + I ) + (ca + I ) = [(b + I ) ⋅ (a + I )] + [(c + I ) ⋅ (a + I )] 4XDQWR SUHFHGH FRQFOXGH OD YHULILFD FKH O·LQVLHPH GHL ODWHUDOL A / I KD XQD VWUXWWXUD GL DQHOOR FRQ OH GXH RSHUD]LRQL VRSUD GHILQLWH WUD L ODWHUDOL VWHVVL 7DOH DQHOOR YLHQH GHWWR DQHOOR TXR]LHQWH

2PRPRUILVPL HG LVRPRUILVPL WUD DQHOOL 6LDQR ( A,+,⋅) H ( A′, # ,$) GXH DQHOOL H 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL $QHOOR

Φ : A → A′ XQD DSSOLFD]LRQH

Φ : A → A′ q GHWWD RPRPRUILVPR VH SHU TXDOVLDVL HOHPHQWR a, b DSSDUWHQHQWH D A YDOH

Φ(a + b) = Φ(a )# Φ(b) Φ(a ⋅ b) = Φ(a) $ Φ(b)

• 2VVLD OD UHOD]LRQH DOJHEULFD GHYH HVVHUH PDQWHQXWD SHU HQWUDPEH OH RSHUD]LRQL GL DQHOOR &RPH DO VROLWR VH Φ q DQFKH XQD DSSOLFD]LRQH ELLHWWLYD HVVD YLHQH GHWWD LVRPRUILVPR WUD L GXH DQHOOL HG L GXH DQHOOL VL GLFRQR LVRPRUIL &RPH QHO FDVR GHL JUXSSL GXH DQHOOL LVRPRUIL LQGLYLGXDQR OR VWHVVR ´RJJHWWRµ DOJHEULFR SRLFKp O·LVRPRUILVPR JDUDQWLVFH OD YDOLGLWj GHOOH VWHVVH SURSULHWj WUD L GXH DQHOOL ,Q DOWUL WHUPLQL O·LVRPRUILVPR GHILQLVFH XQD WUDGX]LRQH QHO VHQVR GL FDPELDPHQWR GHO QRPH GHL GLYHUVL HOHPHQWL ELXQLYRFD GL XQ WHUPLQH GHO SULPR DQHOOR QHO VHFRQGR H YLFHYHUVD

&RQVHUYD]LRQH GHOO·HOHPHQWR QHXWUR H GHOO·HOHPHQWR LQYHUVR

5LFRUGDQR FKH OH RSHUD]LRQL

(+) H (# ) GHILQLVFRQR ULVSHWWLYDPHQWH XQD VWUXWWXUD GL JUXSSR

DEHOLDQR VX A H VX A′ SRVVLDPR VWDELOLUH OH VHJXHQWL SURSULHWj LQ EDVH D TXDQWR YDOH SHU JOL RPRPRUILVPL WUD JUXSSL • Φ (0) = e# = 0′ GRYH 0′ LQGLFD OR ]HUR GL A′ •

Φ(−a) = −Φ(a)

(+) q OR ]HUR GL (# ) LO WUDVIRUPDWR GL XQ HOHPHQWR LQYHUVR VHFRQGR O·RSHUD]LRQH (+) q O·LQYHUVR GHO WUDVIRUPDWR VHFRQGR O·RSHUD]LRQH (# )

2VVLD LO WUDVIRUPDWR GHOOR ]HUR GL

1XFOHR R NHUQHO GL XQ RPRPRUILVPR

,O QXFOHR R NHUQHO GL XQ RPRPRUILVPR Φ : A → A′ q LO QXFOHR GL JUXSSR (+) H (# ) 3HUWDQWR VL SRQH OD VHJXHQWH GHILQL]LRQH

Φ ULVSHWWR DOOH RSHUD]LRQL GL

KerΦ = {a ∈ A : Φ ( a ) = 0′}

2VVHUYD]LRQH

( A′, # ,$) FRQGRPLQLR GHOO·RPRPRUILVPR Φ VDUDQQR DQFK·HVVH LQGLYLGXDWH LQ QRWD]LRQH FDQRQLFD SHUWDQWR O·RSHUD]LRQH (# ) VDUj LQGLYLGXDWD FRPH (+) PHQWUH O·RSHUD]LRQH ($) YHUUj LQGLYLGXDWD GDO VLPEROR GL SURGRWWR (⋅) FKH FRPH QHO FDVR 1HO VHJXLWR OH RSHUD]LRQL GHOO·DQHOOR

GHOO·DOJHEUD HOHPHQWDUH SRWUj DQFKH HVVHUH RPHVVR %LVRJQD FRPXQTXH VHPSUH WHQHUH SUHVHQWH FKH OH RSHUD]LRQL LQ A HG LQ A′ DQFKH VH LQGLYLGXDWH GDJOL VWHVVL VLPEROL VL ULIHULVFRQR DG DQHOOL GLYHUVL HG DJLVFRQR TXLQGL VX HOHPHQWL GLYHUVL

/HJDPL H SURSULHWj WUD RPRPRUILVPL LGHDOL HG DQHOOL TXR]LHQWH 3URSULHWj GHOO·LPPDJLQH GL XQ RPRPRUILVPR 6LD Φ : A → A′ XQ RPRPRUILVPR WUD GXH DQHOOL A H A′ O·LPPDJLQH Φ( A) q XQ VRWWRDQHOOR GL ,QIDWWL SUHVL GXH HOHPHQWL (a, b) ∈ A × A • Φ (0 A ) = 0′ LQ EDVH D TXDQWR GLPRVWUDWR QHO SDUDJUDIR • •

Φ(a) + Φ(b) = Φ(a + b) ∈ Φ( A) − Φ(a) = Φ(−a) ∈ Φ( A) VL FRQIURQWL VHPSUH LO SDUDJUDIR Φ( a)Φ(b) = Φ(ab) ∈ Φ( A)

• 4XDQWR VRSUD ULSRUWDWR GLPRVWUD FKH Φ( A) q XQ VRWWRDQHOOR GL A′ 3DJ

A′


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL $QHOOR

3URSULHWj GHO NHUQHO 5LFRUGDQGR OH SURSULHWj GHO QXFOHR SHU JOL RPRPRUILVPL WUD JUXSSL VL KD FKH LO KerΦ q XQ VRWWRJUXSSR GL A ULVSHWWR D (+) ,QROWUH VH k ∈ KerΦ H a ∈ A VHJXH FKH ka ∈ Ker Φ H ak ∈ KerΦ ,QIDWWL

Φ(k )Φ(a) = Φ(ka) = 0Φ(a) = 0 ka ∈ KerΦ

$QDORJDPHQWH QHOO·DOWUR FDVR

/HJDPH WUD NHUQHO GL XQ RPRPRUILVPL HG LGHDOH GL XQ DQHOOR $EELDPR YLVWR QHO SDUDJUDIR FKH LO KerΦ q XQ VRWWRJUXSSR ULVSHWWR DOO·DGGL]LRQH (+) H YHULILFD OD SURSULHWj GL FKLXVXUD GHJOL LGHDOL 9HULILFKLDPR RUD FKH YDOH DQFKH OD SURSULHWj GL FKLXVXUD ULVSHWWR DOOD PROWLSOLFD]LRQH ,QIDWWL VH a H b DSSDUWHQJRQR D KerΦ VL KD Φ(a)Φ(b) = Φ(ab) = 0 ab ∈ KerΦ $OORUD VL SXz FRQFOXGHUH FKH LO QXFOHR GL XQ RPRPRUILVPL q XQ LGHDOH 9DOH DQFKH LO YLFHYHUVD RVVLD GHWWR I XQ LGHDOH GL XQ DQHOOR A I VL SXz HVSULPHUH FRPH NHUQHO GL XQ RPRPRUILVPR ,QIDWWL VL FRQVLGHUL O·DQHOOR TXR]LHQWH A / I GHILQLWR GDOO·LGHDOH I H VL FRQVLGHUL OD DSSOLFD]LRQH VHJXHQWH Φ : A → A/ I WDOH FKH Φ(a) = a + I SHU RJQL a ∈ A 7DOH DSSOLFD]LRQH ULVXOWD HVVHUH XQ RPRPRUILVPR WUD O·DQHOOR A HG LO VXR TXR]LHQWH A / I LQ TXDQWR SUHVL GXH HOHPHQWL (a, b) ∈ A × A YDOH TXDQWR VHJXH Φ(a) + Φ(b) = (a + I ) + (b + I ) = (a + b) + I = Φ(a + b) SHU GHILQL]LRQH • GHOO·RSHUD]LRQH GL VRPPD QHOO·DQHOOR TXR]LHQWH Φ(a)Φ(b) = (a + I )(b + I ) = (ab) + I = Φ(ab) SHU GHILQL]LRQH GHOO·RSHUD]LRQH GL • SURGRWWR QHOO·DQHOOR TXR]LHQWH 2UD LO SRLFKp FKH LO NHUQHO GHOO·RPRPRUILVPR Φ LQGLYLGXD OD WRWDOLWj GHJOL HOHPHQWL GHOO·DQHOOR A FKH SRUWDQR DOO·HOHPHQWR QHXWUR GHOO·DQHOOR A / I H SRLFKp FKH O·HOHPHQWR QHXWUR GL XQ TXR]LHQWH A / I q GDWR SURSULR GDOO·LGHDOH I VL SXz FRQFOXGHUH FKH I = KerΦ

(VLVWHQ]D GL XQ RPRPRUILVPR WUD XQ DQHOOR HG LO VXR TXR]LHQWH

5LSUHQGHQGR TXDQWR LOOXVWUDWR QHOOD VHFRQGD SDUWH GHO SDUDJUDIR SUHFHGHQWH q LPSRUWDQWH VRWWROLQHDUH FRPH VLD VWDWD PHVVD LQ HYLGHQ]D O·HVLVWHQ]D GL XQ RPRPRUILVPR LQGRWWR GDOO·LGHDOH I GHOO·DQHOOR A ,Q VRVWDQ]D HVLVWH LO VHJXHQWH RPRPRUILVPR Φ : A → A/ I FKH DVVRFLD DG RJQL a ∈ A LO ODWHUDOH a + I ∈ A / I RVVLD Φ(a) = a + I 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL $QHOOR ,Q DOWUL WHUPLQL LO TXR]LHQWH A / I q XQ·LPPDJLQH RPRPRUID GL A

/HJDPH GL LVRPRUILVPR WUD O·LPPDJLQH RPRPRUID GL XQ DQHOOR HG LO TXR]LHQWH 7HRUHPD VLD Φ : A → A′ XQ RPRPRUILVPR WUD GXH DQHOOL

WUDPLWH O·RPRPRUILVPR Φ YDOH TXDQWR GL VHJXLWR ULSRUWDWR Φ( A) ≈ A / KerΦ

A H A′ H VLD Φ( A) O·LPPDJLQH GL A

/D GLPRVWUD]LRQH q VRVWDQ]LDOPHQWH XJXDOH D TXHOOD ULJXDUGDQWH LO FDVR GHL JUXSSL ULSRUWDWD QHO SDUDJUDIR GHO FDSLWROR H SHUWDQWR QRQ YLHQH ULSRUWDWD

/HJDPH WUD JOL LGHDOL GL XQ DQHOOR H TXHOOL GHOOD VXD O·LPPDJLQH RPRPRUID 7HRUHPD VLD Φ : A → A′ XQ RPRPRUILVPR WUD GXH DQHOOL

A H A′ H VLD Φ( A) O·LPPDJLQH GL A

WUDPLWH O·RPRPRUILVPR Φ DOORUD HVLVWH XQD FRUULVSRQGHQ]D ELXQLYRFD WUD JOL LGHDOL GL A FRQWHQHQWL KerΦ H JOL LGHDOL GL Φ( A) 'LPRVWUD]LRQH 6LD J = {J 1 , J 2 ,....., J n } OD WRWDOLWj GHJOL LGHDOL GL Φ( A) 6L GHILQLVFDQR L VHJXHQWL n LQVLHPL

I i = {a ∈ A : Φ (a ) ∈ J i }FRQ i = 1..n

9HULILFKLDPR OH SURSULHWj GHJOL LQVLHPL I i •

I i ⊃ KerΦ LQIDWWL ∀k ∈ KerΦ Φ(k ) ∈ 0′ GRYH 0′ LQGLFD OR ]HUR GL A′ RUD SRLFKp J i q XQ LGHDOH VHJXH 0′ ∈ J i H GXQTXH k ∈ I i

I i q XQ LGHDOH LQIDWWL o

0 ∈ I i LQ TXDQWR 0 ∈ KerΦ H KerΦ ∈ I i

o

VH

a

H

b

DSSDUWHQJRQR

D

I i VL KD

a + b ∈ I i LQIDWWL

Φ (a + b) = Φ (a ) + Φ (b) ∈ J i o

VH a DSSDUWLHQH D I i VLD KD − a ∈ I i LQIDWWL Φ ( − a ) = − Φ ( a ) ∈ J i

o

VH

a DSSDUWLHQH D I i H b ∈ A ba ∈ I i H ab ∈ I i LQIDWWL

Φ (ba ) = Φ (b)Φ (a ) ∈ J i H Φ (ab) = Φ (a )Φ (b) ∈ J i LQ TXDQWR J i q XQ LGHDOH 3RVVLDPR DOORUD GHILQLUH O·LQVLHPH I = {I 1 , I 2 ,....., I n } GL n LGHDOL GL A FRQWHQHQWL LO KerΦ FKH VRQR LQ FRUULVSRQGHQ]D ELXQLYRFD FRQ JOL LGHDOL GHOO·LQVLHPH J 2UD YHULILFKLDPR FKH QRQ HVLVWH QHOO·DQHOOR A XQ LGHDOH FRQWHQHQWH LO KerΦ FKH QRQ DSSDUWHQJD DOO·LQVLHPH I 6L VXSSRQJD DOORUD SHU DVVXUGR FKH WDOH LGHDOH HVLVWD H VLD LQGLFDWR FRQ H = {h1 , h2 ,....hs } 6LFFRPH H ∉ I GHYRQR HVLVWHUH DOPHQR GXH HOHPHQWL hk H h f GL H WDOH FKH

Φ (hk ) ∈ J i1 Φ(h f ) ∈ J i2 FRQ J i1 ≠ J i2 7DOH VLWXD]LRQH q SHUz DVVXUGD LQ TXDQWR •

Φ(hk )Φ(h f ) ∈ J i1 SRLFKp J i1 q XQ LGHDOH

Φ(hk )Φ(h f ) ∈ J i2 SRLFKp J i 2 q XQ LGHDOH

$OORUD QHFHVVDULDPHQWH GHYH HVVHUH

J i1 ≡ J i2 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL $QHOOR RVVLD QHFHVVDULDPHQWH GHYH HVVHUH

H ∈ I

$OORUD O·LQVLHPH I = {I 1 , I 2 ,....., I n } HVDXULVFH WXWWL JOL LGHDOL GL

A XQ LGHDOH FRQWHQHQWL LO KerΦ H

FRQ FLz DEELDPR FRQFOXVR OD GLPRVWUD]LRQH GHO WHRUHPD

3URSULHWj GHOO·DQHOOR TXR]LHQWH GHULYDWR GD XQ LGHDOH PDVVLPDOH 7HRUHPD VH A q XQ DQHOOR FRPPXWDWLYR FRQ XQLWj H I q XQ VXR LGHDOH DOORUD O·LGHDOH I q PDVVLPDOH VH H VROR VH A / I q XQ FDPSR 'LPRVWUD]LRQH GHOOD FRQGL]LRQH VXIILFLHQWH FRQGL]LRQH ´VHµ 6XSSRQLDPR FKH A / I VLD XQ FDPSR DOORUD VL YHGD LO SDUDJUDIR JOL XQLFL LGHDOL GL A / I VRQR {0} H A / I 2UD VH GHILQLDPR O· RPRPRUILVPR Φ : A → A / I LQGRWWR GDOO·LGHDOH I VL YHGD LO SDUDJUDIR FKH DVVRFLD DG RJQL HOHPHQWR a ∈ A LO ULVSHWWLYR ODWHUDOH VHFRQGR O·LGHDOH I VLD KD KerΦ = I H Φ( A) = A / I H SHUWDQWR SRVVLDPR DSSOLFDUH LO WHRUHPD GLPRVWUDWR QHO SUHFHGHQWH SDUDJUDIR HG DIIHUPDUH FKH HVLVWH OD VHJXHQWH FRUULVSRQGHQ]D ELXQLYRFD WUD JOL LGHDOH GL A FRQWHQHQWL I H JOL LGHDOL GL A / I • DOO·LGHDOH I GL A FRUULVSRQGH O·LGHDOH {0} GL A / I HVVHQGR I = KerΦ •

DOO·LGHDOH A GL A A ⊂ A / I

I FRUULVSRQGH O·LGHDOH A / I A / I q XQ LGHDOH LPSURSULR GL

$OORUD GD TXDQWR SUHFHGH SRVVLDPR GHGXUUH FKH QRQ HVLVWH XQ LGHDOH J LQWHUPHGLR WUD I HG A RVVLD WDOH FKH I ⊂ J ⊂ A H TXLQGL I q XQ LGHDOH PDVVLPDOH 'LPRVWUD]LRQH GHOOD FRQGL]LRQH QHFHVVDULD FRQGL]LRQH ´VROR VHµ 6L VXSSRQJD FKH I VLD XQ LGHDOH PDVVLPDOH GL A $OORUD SHU GHILQL]LRQH JOL XQLFL LGHDOL GL A FKH FRQWHQJRQR I VRQR I HG A VWHVVR 3HUWDQWR SHU O·HVLVWHQ]D GHOOD FRUULVSRQGHQ]D ELXQLYRFD WUD LGHDOL GL A FRQWHQHQWL I HG LGHDOL GL A / I HYLGHQ]LDWD LQ SUHFHGHQ]D LQ A / I VL KDQQR VROR JOL LGHDOL {0} H A / I H TXLQGL A / I ULVXOWD HVVHUH XQ FDPSR LQ FRQVHJXHQ]D GL TXDQWR GLPRVWUDWR QHO SDUDJUDIR

&DUDWWHULVWLFD GL XQ DQHOOR 6LD A XQ DQHOOR ILQLWR H VLD a XQ VXR HOHPHQWR 6H SHQVLDPR A FRPH JUXSSR DEHOLDQR ULVSHWWR DOO·RSHUD]LRQH GL VRPPD (+) LO VRWWRJUXSSR GL A JHQHUDWR GD a GHYH HVVHUH FLFOLFR GL RUGLQH k ≤ n &Lz YXRO GLUH FKH OD VRPPD GL k HOHPHQWL a GHYH HVVHUH SDUL DOO·HOHPHQWR QHXWUR GL (+) RVVLD DOOR ]HUR

a + a + a

+

.... a = 0 k _ volte

7DOH HVSUHVVLRQH SXz DQFKH HVVHUH VFULWWD QHOOD IRUPD PROWLSOLFDWLYD VHJXHQWH a +

a + a

+

.... a = ka = 0 FRQ k QXPHUR LQWHUR k _ volte

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL $QHOOR $OORUD FL WURYLDPR GL IURQWH DG XQD VLWXD]LRQH GLYHUVD ULVSHWWR DO FDVR HOHPHQWDUH FRPH DG HVHPSLR TXHOOR GHOO·DQHOOR GHL QXPHUL LQWHUL SRVLWLYL LQ FXL QRQ q SRVVLELOH FKH OD VRPPD GL k QXPHUL SRVLWLYL VLD SDUL D ]HUR 1HO FDVR JHQHUDOH LQYHFH DQFKH SHU DQHOOL QRQ ILQLWL SRVVRQR YHULILFDUVL VLWXD]LRQL GHO JHQHUH GL TXHOOR VRSUD LOOXVWUDWR QHO FDVR GL DQHOOL ILQLWL 3HU LQGLYLGXDUH WDOL SURSULHWj VL SRQJRQR DOORUD OH VHJXHQWL GHILQL]LRQL 'HILQL]LRQH 6LD A XQ GRPLQLR GL LQWHJULWj HVVR q GHWWR D FDUDWWHULVWLFD ]HUR VH OD UHOD]LRQH ka = 0 FRQ a ≠0 H k QXPHUR LQWHUR VL YHULILFD VROR VH k = 0 'HILQL]LRQH 6LD A XQ GRPLQLR GL LQWHJULWj HVVR q GHWWR D FDUDWWHULVWLFD ILQLWD VH OD UHOD]LRQH ka = 0 FRQ a ≠0 H k QXPHUR LQWHUR VL YHULILFD DQFKH FRQ k > 0 1HO FDVR GL XQ GRPLQLR GL LQWHJULWj D FDUDWWHULVWLFD ILQLWD FKLDPHUHPR FDUDWWHULVWLFD carA GL A LO SL SLFFROR LQWHUR SRVLWLYR WDOH FKH ka = 0 2VVHUYD]LRQH (YLGHQ]LDPR XQD SURSULHWj GHL SURGRWWL GHOOD VRPPD GL HOHPHQWL $ WDOH VFRSR VLDQR (a, b) ∈ A × A GXH HOHPHQWL GL XQ DQHOOR 9DOXWLDPR LO VHJXHQWH SURGRWWR (a + a + a

+

.... b + b

+ .... b +

b

+ .... kab + .... a )(b +

b) = ka (b +

b) = kab +

kab

= kj (ab) k _ volte

j _ volte

j _ volte

j −volte

FRQ k H j QXPHUL LQWHUL

7HRUHPD VXOOD FDUDWWHULVWLFD ILQLWD 6LD A XQ GRPLQLR GL LQWHJULWj H VLD a XQ VXR HOHPHQWR VH A KD XQD FDUDWWHULVWLFD ILQLWD DOORUD HVVD q LQGLYLGXDWD GD XQ QXPHUR SULPR 'LPRVWUD]LRQH 6LD p = carA H VXSSRQLDPR SHU DVVXUGR FKH p QRQ VLD XQ QXPHUR SULPR H FKH VLD TXLQGL VFRPSRQLELOH LQ IDWWRUL

p = kj

6L FRQVLGHUL LO VHJXHQWH SURGRWWR GRYH (a, b) ∈ A × A

(a + a + a

+

.... b +

b

+ .... a )(b +

b) = (ka )( jb) = kj (ab) = p (ab) = 0 k _ volte

j _ volte

3RLFKp A q XQ GRPLQLR GL LQWHJULWj (ka)( jb) • •

= 0 LPSOLFD (ka) = 0 GD FXL VHJXH FKH p GLYLGH k H TXLQGL HVVHQGR p = kj SHU LSRWHVL GHYH HVVHUH p = k H j = 1 RSSXUH ( jb) = 0 GD FXL VHJXH FKH p GLYLGH j H TXLQGL HVVHQGR p = kj SHU LSRWHVL GHYH HVVHUH p = j H k = 1

3HUWDQWR SULPR

p QRQ SXz HVVHUH VFRPSRQLELOH LQ IDWWRUL H GHYH HVVHUH QHFHVVDULDPHQWH XQ QXPHUR

(VHPSLR $QHOOR GHJOL ,QWHUL 6LD Z O·LQVLHPH GHL QXPHUL LQWHUL UHODWLYL FRPSUHQVLYL GHOOR ]HUR

Z = {...− n,....− 2 −1,0,1,2,....n,.....}

QHO VHJXLWR VL DSSOLFKHUDQQR D WDOH LQVLHPH L FRQFHWWL LOOXVWUDWL QHL SDUDJUDIL SUHFHGHQWL IDFHQGR YHGHUH XQD UHDOL]]D]LRQH SUDWLFD GL LGHDOH GL LGHDOH PDVVLPDOH HG GL LQVLHPH TXR]LHQWH 6WUXWWXUD GL DQHOOR GL (Z,+,â‹…)

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL $QHOOR /·LQVLHPH GHL QXPHUL Z KD XQD VWUXWWXUD GL DQHOOR VRWWR OH XVXDOL RSHUD]LRQL GL VRPPD H SURGRWWR WUD QXPHUL GHOO·DULWPHWLFD HOHPHQWDUH VL SXz DQ]L DIIHUPDUH FKH LO FRQFHWWR GL DQHOOR q VWDWR VXJJHULWR SURSULR GDOOH SURSULHWj GHOO·DGGL]LRQH H GHOOD PROWLSOLFD]LRQH WUD QXPHUL ,QIDWWL • O·RSHUD]LRQH GL VRPPD (+) WUD L QXPHUL LQWHUL YHULILFD JOL DVVLRPL GL JUXSSR DEHOLDQR LQ TXDQWR q FKLXVD DVVRFLDWLYD FRPPXWDWLYD HG DPPHWWH VLD O·HOHPHQWR LQYHUVR GL XQ GDWR HOHPHQWR LO FRUULVSRQGHWH FDPELDWR GL VHJXR VLD O·HOHPHQWR QHXWUR OR ]HUR • O·RSHUD]LRQH GL PROWLSOLFD]LRQH (⋅) LQYHFH H FKLXVD GLVWULEXWLYD ULVSHWWR DOOD VRPPD FRPPXWDWLYD DVVRFLDWLYD HG DPPHWWH O·HOHPHQWR QHXWUR LO QXPHUR XQR QRQ DPPHWWH LQYHFH O·HOHPHQWR LQYHUVR GL XQ HOHPHQWR GDWR SHU DYHUH O·LQYHUVR GRYUHPPR FRQVLGHUDUH L QXPHUL UD]LRQDOL ROWUH JOL LQWHUL 'D TXDQWR SUHFHGH VHJXH GXQTXH FKH O·LQVLHPH Z FRQ OH XVXDOL RSHUD]LRQL GL VRPPD H SURGRWWR WUD QXPHUL RVVLD OD VWUXWWXUD (Z,+,⋅) FRVWLWXLVFH XQD VWUXWWXUD GL DQHOOR GL LQWHJULWj FRPPXWDWLYR HG XQLWDULR D FDUHWWLVWLFD ]HUR PD QRQ FRVWLWXLVFH XQ FDPSR SHUFKp PDQFD O·LQYHUVR GL XQ HOHPHQWR GDWR /·LQWHJULWj VHJXH GDO IDWWR FKH LO SURGRWWR GL GXH QXPHUL q QXOOR VROR VH DOPHQR XQR GHL GXH QXPHUL q QXOOR H OD FDUDWWHULVWLFD q ]HUR LQ TXDQWR OD VRPPD SHU k YROWH GL XQR VWHVVR QXPHUR q QXOOR VROR VH k = 0

*OL LGHDOL GHOO· DQHOOR (Z,+,⋅)

Z SRVVLDPR GHWHUPLQDUH O·LGHDOH In = ( n ) JHQHUDWR GHOO·LQVLHPH {n} FRVWLWXLWR GHOO·XQLFR HOHPHQWR n VHFRQGR TXDQWR YLVWR QHO SDUDJUDIR VL ULFRUGL OD

6LD n XQ HOHPHQWR SRVLWLYR GL

QRWD]LRQH LQGLFDWD LQ WDOH SDUDJUDIR SHU LQGLYLGXDUH XQ LGHDOH JHQHUDWR GD XQ LQVLHPH $OORUD VDSSLDPR FKH RJQL HOHPHQWR i ∈ In = ( n ) q GHOOD IRUPD VHJXHQWH i = nq DO YDULDUH GL q ∈ Z /D UHOD]LRQH SUHFHGHQWH LPSOLFD TXLQGL FKH RJQL HOHPHQWR GL In q GDWR GDL PXOWLSOL GL n R LQ DOWUL WHUPLQL JOL HOHPHQWL GL In VRQR VROR L PXOWLSOL GL n 'LPRVWULDPR RUD FKH TXDOVLDVL LGHDOH GL (Z,+,⋅) q GHO WLSR In = ( n ) RVVLD q JHQHUDWR GD HOHPHQWR GDWR SRVLWLYR RVVLD FKH (Z,+,⋅) q XQ DQHOOR DG LGHDOL SULQFLSDOL /HPPD SUHVR XQ TXDOVLDVL I XQ LGHDOH GL (Z,+,⋅) HVLVWH XQ HOHPHQWR n ∈ Z SRVLWLYR WDOH FKH I ≡ I n = ( n ) 'LPRVWUD]LRQH 6LD n LO SL SLFFROR SRVLWLYR HOHPHQWR GL I SHU TXDOVLDVL q ∈ Z VHJXH i = nq SHU OD SURSULHWj GL I GL HVVHUH XQ LGHDOH H FLz LPSOLFD TXLQGL FKH QHFHVVDULDPHQWH L PXOWLSOL GL n DSSDUWHQJRQR D I 6L FRQVLGHUL RUD XQ DOWUR HOHPHQWR QHFHVVDULDPHQWH

r' DSSDUWHQHQWH D I SHU OD GHILQL]LRQH GL n GHYH YDOHUH

n ≤ r' GD FXL VHJXH r' = q' n + r FRQ 0 ≤ r < n H q' ≥ 0 H q' ∈ Z

3RLFKp r

'

∈ I VLD KD

i' = qn + r' ∈ I i' = qn + q' n + r = (q + q' ) n + r ∈ I

2UD HVVHQGR (q + q ) n ∈ I HG XWLOL]]DQGR LO IDWWR FKH I q XQ LGHDOH VL RWWLHQH FKH '

i' − (q + q' )n = r ∈ I H GRYHQGR HVVHUH 0 ≤ r < n QHFHVVDULDPHQWH r = 0 LQ TXDQWR DSSDUWHQHQGR DG I r QRQ SXz HVVHUH PLQRUH GL n FKH SHU LSRWHVL q LO SL SLFFROH HOHPHQWR GL I

$OORUD VL SXz FRQFOXGHUH FKH

r' = q' n

'

RVVLD r q XQ PXOWLSOR GL n 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL $QHOOR 6LFFRPH WXWWL JOL HOHPHQWL GL I VL SRVVRQR RWWHQHUH PXOWLSOL GL n VHJXH I ≡ I n = (n)

I SXz HVVHUH LQGLFDWR FRQ OD QRWD]LRQH I = (n) LQWHQGHQGR FKH WDOH LGHDOH ULVXOWD JHQHUDWR GDOO·LQVLHPH {n}

1HO VHJXLWR GXQTXH TXDOVLDVL LGHDOH

&DUDWWHUL]]D]LRQH GHOO·DQHOOR TXR]LHQWH Z /I 'HWWR I XQ LGHDOH GL (Z,+,⋅) YRJOLDPR DQDOL]]DUH OH FDUDWWHULVWLFKH GHO TXR]LHQWH Z /I $ WDOH VFRSR ULFRUGLDPR FKH JOL HOHPHQWL GL Z /I VRQR L ODWHUDOL GL I VHFRQGR O·RSHUD]LRQH GL VRPPD I + r r ∈Z 3RLFKp JOL HOHPHQWL GL I VRQR PXOWLSOL GL XQ HOHPHQWR n ∈ I LO SL SLFFROR RVVLD VRQR GHOOD IRUPD nk FRQ k ∈ Z VL KD FKH RJQL HOHPHQWR GL i ∈ I + r q GDWR GD i = nk + r FRQ r ∈ Z H k ∈ Z 6L RVVHUYL TXDQWR VHJXH • SHU r = 0 i = nk + r = nk FKH DO YDULDUH GL k GHVFULYH LO ODWHUDOH I • SHU r = 1 i = nk + r = nk + 1 FKH DO YDULDUH GL k GHVFULYH LO ODWHUDOH I + 1 • « • SHU r = n − 1 i = nk + r = nk + n − 1 FKH DO YDULDUH GL k GHVFULYH LO ODWHUDOH I + (n − 1) •

SHU r = n

i = nk + r = nk + n = n(k + 1) FKH DO YDULDUH GL k GHVFULYH LO ODWHUDOH

I + n ≡ I 'D TXDQWR SUHFHGH VL SXz FRQFOXGHUH FKH L ODWHUDOL RVVLD JOL HOHPHQWL GHOO·DQHOOR TXR]LHQWH Z /I VRQR OH FODVVL GL FRQJUXHQ]D GHJOL LQWHUL k PRGXOR n i = k mod(n) &DUDWWHUL]]D]LRQH GHJOL LGHDOL PDVVLPDOL 7HRUHPD XQ LGHDOH I = ( p) GL (Z,+,⋅) q PDVVLPDOH VH H VROR VH p q XQ QXPHUR SULPR 'LPRVWUD]LRQH GHOOD VXIILFLHQ]D FRQGL]LRQH ´VHµ 6XSSRQLDPR FKH LO QXPHUR p VLD XQ QXPHUR SULPR H FKH SHU DVVXUGR I = ( p) QRQ VLD PDVVLPDOH (VLVWH DOORUD XQ LGHDOH J

= (n) WDOH FKH I ⊂ J FRQ J ≠ Z H TXLQGL GHYH YDOHUH QHFHVVDULDPHQWH

p = nq FRQ q ∈ Z 6LFFRPH p q SULPR VL SRVVRQR YHULILFDUH GXH FDVL

n = 1 J = (1) J ≡ Z LQ TXDQWR WXWWL JOL HOHPHQWL GL Z SRVVRQR HVVHUH SHQVDWL PXOWLSOL GL 1 n = p q = 1 p = n J ≡ I

/H GXH VLWXD]LRQL SUHFHGHQWL SRUWDQR D FRQFOXGHUH FKH QRQ HVLVWH XQ LGHDOH J ≠ Z FRQWHQHQWH O·LGHDOH I H GXQTXH RJQL LGHDOH I JHQHUDWR GD XQ QXPHUR SULPR q PDVVLPDOH 'LPRVWUD]LRQH GHOOD QHFHVVLWj FRQGL]LRQH ´VROR VHµ 6XSSRQLDPR FKH I = ( p) VLD PDVVLPDOH H FKH SHU DVVXUGR p QRQ VLD XQ QXPHUR SULPR $OORUD VHJXH FKH p SXz HVVHUH VFRPSRVWR QHO SURGRWWR GL GXH QXPHUL PLQRUL GL p VWHVVR H GLYHUVL GD XQR p = qn 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL $QHOOR

J = (n) WDOH FKH p ∈ J GD FXL VHJXH FKH I ⊂ J FRQ J ≠ Z LQ TXDQWR n ≠ 1 4XHVWD FRQFOXVLRQH q SHUz DVVXUGD LQ TXDQWR I SHU LSRWHVL q PDVVLPDOH (· TXLQGL DVVXUGR DYHU VXSSRVWR p QRQ SULPR

&Lz LPSOLFD O·HVLVWHQ]D GL XQ LGHDOH

2VVHUYD]LRQH

'D TXDQWR SUHFHGH SRVVLDPR DIIHUPDUH FKH JOL LGHDOL PDVVLPDOL VRQR LQ FRUULVSRQGHQ]D ELXQLYRFD FRQ L QXPHUL SULPL

$QHOOL HXFOLGHL $EELDPR YLVWR QHO FDVR GHOO·DQHOOR GHL QXPHUL LQWHUL FKH YDOJRQR DOFXQH VSHFLILFLWj UHODWLYH DG HVHPSLR DOOD VWUXWWXUD GHJOL LGHDOL 1HO SUHVHQWH SDUDJUDIR VL DQDOL]]DQR L FRVLGGHWWL DQHOOL HXFOLGHL FKH VRQR GHILQLWL LQ PRGR WDOH GD YHULILFDUH OH SURSULHWj PHVVH LQ OXFH QHO FDVR GHOO·DQHOOR GHJOL LQWHUL

'HILQL]LRQH GL DQHOOR HXFOLGHR 8Q GRPLQLR GL LQWHJULWj A q GHWWR HXFOLGHR VH • (VLVWH XQD IXQ]LRQH QXPHULFD d GHJOL HOHPHQWL GL A WDOH FKH d (a) ≤ d (ab) SHU RJQL (a, b) ∈ A × A GLYHUVL GD ]HUR • 3HU RJQL (a, b) ∈ A × A GLYHUVL GD ]HUR HVLVWRQR (q, r ) ∈ A × A WDOH FKH

a = qb + r GRYH r = 0 RSSXUH d (r ) < d (b)

2VVHUYD]LRQL

/D GHILQL]LRQH GL DQHOOR HXFOLGHR q ULIHULWD DL GRPLQL GL LQWHJULWj LO FKH LPSOLFD SHU GHILQL]LRQH GL GRPLQLR GL LQWHUJULWj FKH O·DQHOOR q FRPPXWDWLYR H YDOH OD OHJJH GL VHPSOLILFD]LRQH 6L RVVHUYL LQROWUH FKH O·DQHOOR ( Z ,+,⋅) q XQ DQHOOR HXFOLGHR LQ TXDQWR FRPH IXQ]LRQH d DPPHWWH OD IXQ]LRQH PRGXOR RVVLD OD IXQ]LRQH FKH RG RJQL QXPHUR DVVRFLD LO YDORUH DVVROXWR

d (n) = n SHU n ∈ Z

/D YHULILFD GHOOD SULPD SURSULHWj q LPPHGLDWD SHQVDQGR FKH VL VWD HVHJXHQGR LO SURGRWWR GL QXPHUL LQWHUL PHQWUH OD VHFRQGD SURSULHWj GHULYD GLUHWWDPHQWH GDOO·DOJRULWPR GL GLYLVLRQH WUD QXPHUL

6WUXWWXUD GHJOL LGHDOL GL XQ DQHOOR HXFOLGHR 8Q DQHOOR HXFOLGHR q DG LGHDOL SULQFLSDOL ,Q DOWUL WHUPLQL GHWWR A XQ DQHOOR HXFOLGHR H GHWWR I XQ VXR LGHDOH HVLVWH XQ HOHPHQWR a ∈ A WDOH FKH I = (a ) 'LPRVWUD]LRQH ,QIDWWL VLD a ∈ I O·HOHPHQWR SHU FXL VL DEELD LO PLQLPR YDORUH GHOOD IXQ]LRQH QXPHULFD d min d ( x) = d ( a )

, x∈I

6LD LQROWUH i ∈ I XQ DOWUR JHQHULFR HOHPHQWR GHOO·LGHDOH I 3RLFKp A q HXFOLGHR YDOH OD VHFRQGD SURSULHWj FKH OHJD L GXH HOHPHQWL a H i i = qa + r GRYH q ∈ A H d (r ) < d (a) RSSXUH r = 0

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL $QHOOR

qa ∈ I SHU GHILQTL]LRQH GL LGHDOH VHJXH i − qa = r ∈ I PD LQ I QRQ SXz HVVHUH d (r ) < d (a) SRLFKp d (a) q LO PLQLPR YDORUH GHOOD IXQ]LRQH d QHJOL HOHPHQWL GL I H TXLQGL QHFHVVDULDPHQWH GHYH HVVHUH r = 0 'D TXDQWR SUHFHGH VHJXH FKH RJQL HOHPHQWR i ∈ I q GHOOD IRUPD i = qa GD FXL VHJXH I = (a )

2UD VLFFRPH

(VLVWHQ]D GHOO·HOHPHQWR XQLWj ,Q XQ DQHOOR HXFOLGHR HVLVWH O·HOHPHQWR XQLWj 'LPRVWUD]LRQH 6LD A XQ DQHOOR HXFOLGHR FKH DO WHPSR VWHVVR SXz HVVHUH SHQVDWR FRPH XQ LGHDOH ,Q EDVH D TXDQWR YLVWR QHO SDUDJUDIR SUHFHGHQWH SRVVLDPR TXLQGL DIIHUPDUH FKH HVLVWH XQ HOHPHQWR a ∈ A FKH JHQHUD A VWHVVR RVVLD A = (a) H TXLQGL FKH

∀b ∈ A ∃q ∈ A : b = qa 7DOH SURSULHWj YDOH DQFKH SHU O·HOHPHQWR a GD FXL VHJXH ∃q ′ ∈ A WDOH FKH a = q ′a 2UD RVVHUYLDPR TXDQWR VHJXH XWLOL]]DQGR OD SURSULHWj FRPPXWDWLYD • b = qa H a = q′a = aq′ •

GDO SXQWR SUHFHGHQWH VHJXH bq ′ =

q ′b = (aq)q ′ = (qa)q ′ = q(aq ′) = qa = b

4XDQWR HYLGHQ]LDWR DO VHFRQGR SXQWR GLPRVWUD O·HVLVWHQ]D GHOO·HOHPHQWR XQLWj FKH FRLQFLGH FRQ q ′

2VVHUYD]LRQH

3RVVLDPR DIIHUPDUH FKH XQ DQHOOR HXFOLGHR q XQ DQHOOR GL LQWHJULWj FRPPXWDWLYR GRPLQLR GL LQWHJULWj XQLWDULR $OFXQH GHI

'HILQL]LRQL XWLOL 3HU OH GHILQL]LRQL FKH VHJXRQR VXSSRQLDPR VHPSUH GL ULIHULUFL DG XQ DQHOOR FRPPXWDWLYR A H TXDQGR VHUYH DQFKH XQLWDULR DG HVHPSLR TXDQGR OD GHILQL]LRQH XWLOL]]D O·HOHPHQWR XQLWj *OL HOHPHQWL GL WDOH DQHOOR VRQR LQGLFDWL FRQ OH OHWWHUH PLQXVFROH GHOO·DOIDEHWR ODWLQR

3ULPD GHILQL]LRQH GLYLVLELOLWj

8Q HOHPHQWR a GLYLGH XQ HOHPHQWR b VH HVLVWH XQ WHU]R HOHPHQWR c WDOH FKH b = ac 6H a GLYLGH b VL VFULYH a / b

6HFRQGD GHILQL]LRQH 0DVVLPR &RPXQH 'LYLVRUH

,O 0DVVLPR &RPXQH 'LYLVRUH LQGLFDWR FRQ O·DFURQLPR 0&' GL GXH HOHPHQWL a H b q XQ HOHPHQWR d WDOH FKH d / a H d / b • • VH c q XQ DOWUR HOHPHQWR FKH GLYLGH a H b DOORUD c / d 3HU LQGLFDUH FKH d q LO 0&' GL a H b XWLOL]]HUHPR OD VHJXHQWH QRWD]LRQH d = MCD(a, b) $G HVHPSLR QHO FDVR GHOO·LQVLHPH Z GHJOL LQWHUL LO 0&' q GDWR GDO SURGRWWR GHL IDWWRUL QXPHULFL FRPXQL VFHJOLHQGR LO PLQLPR HVSRQHQWH

7HU]D GHILQL]LRQH HOHPHQWL LQYHUWLELOL

6XSSRQLDPR FKH O·DQHOOR A VLD XQLWDULR ROWUH FKH FRPPXWDWLYR 8Q HOHPHQWR a VL GLFH LQYHUWLELOH VH HVLVWH XQ HOHPHQWR b WDOH FKH ab = 1 /·HOHPHQWR b VL GLFH LQYHUVR GHOO·HOHPHQWR a H YLHQH LQGLFDWR DQFKH QHO PRGR VHJXHQWH b = a 3DJ

−1


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL $QHOOR

4XDUWD GHILQL]LRQH HOHPHQWL DVVRFLDWL

'XH HOHPHQWL a H b VL GLFRQR DVVRFLDWL VH HVLVWH XQ HOHPHQWR c LQYHUWLELOH O·DQHOOR A VL VXSSRQH DQFKH XQLWDULR WDOH FKH a = bc 'LUHPR DQFKH FKH a H b VRQR DVVRFLDWL VHFRQGR O·HOHPHQWR c 2VVHUYD]LRQH • *OL HOHPHQWL DVVRFLDWL DG XQ HOHPHQWR LQYHUWLELOH VRQR LQYHUWLELOL ,QIDWWL VH a H b VRQR −1

DVVRFLDWL VHFRQGR O·HOHPHQWR c HG a q LQYHUWLELOH VHJXH a = bc b(ca ) = 1 GD FXL b ULVXOWD LQYHUWLELOH /·HOHPHQWR XQLWj q DVVRFLDWR D TXDOVLDVL HOHPHQWR LQYHUWLELOH ,QIDWWL VH a q LQYHUWLELOH VHJXH

1 = aa −1 H GXQTXH 1 q DVVRFLDWR DG a VHFRQGR a −1 6H d = MCD(a, b) DOORUD TXDOVLDVL HOHPHQWR d ′ DVVRFLDWR D d q WDOH FKH d ′ = MCD(a, b) ,QIDWWL LQROWUH d =

d = MCD(a, b) a = dc, b = de d ′f a = d ′fc, b = d ′fe d ′ / a, d ′ / b, d / d ′ d ′ = MCD(a, b)

4XLQWD GHILQL]LRQH HOHPHQWL SULPL

6XSSRQLDPR FKH O·DQHOOR A VLD HXFOLGHR XQ HOHPHQWR QRQ LQYHUWLELOH

p H GHWWR SULPR VH TXDQGR

p = ab DOORUD a R b GHYRQR HVVHUH LQYHUWLELOL 2VVHUYD]LRQH &HUFKLDPR GL YHGHUH FRPH WDOH GHILQL]LRQH SRUWD DOOD LQGLYLGXD]LRQH GHL QXPHUL SULPL QHO FDVR GHOO·LQVLHPH Z 1HOO·DQHOOR ( Z ,+,⋅) QHVVXQ HOHPHQWR q LQYHUWLELOH DG HVFOXVLRQH GHOO·XQLWj SHUWDQWR

p ≠ 1 q QRQ LQYHUWLELOH ,QROWUH VH p = ab H XQR GHL GXH IDWWRUL GHYH HVVHUH LQYHUWLELOH VHJXH FKH XQR GHL GXH IDWWRUL GHYH HVVHUH SDUL DOO·XQLWj H SHUWDQWR VLD KD a = 1 R b = 1 GD FXL VHJXH FKH p QRQ ULVXOWD VFRPSRQLELOH LQ IDWWRUL H ULVXOWD SHUWDQWR SULPR

XQ TXDOVLDVL QXPHUR

/D GHILQL]LRQH GL HOHPHQWR SULPR FRLQFLGH FRQ TXHOOD GL QXPHUR SULPR HOHPHQWDUH QHO FDVR LQ FXL O·DQHOOR VLD TXHOOR GHJOL LQWHUL QXPHULFL

6HVWD GHILQL]LRQH (OHPHQWL UHODWLYDPHQWH SULPL

6XSSRQLDPR FKH O·DQHOOR A VLD HXFOLGHR GXH HOHPHQWL a H b VL GLFRQR UHODWLYDPHQWH SULPL VH d = MCD(a, b) ULVXOWD LQYHUWLELOH 2VVHUYD]LRQL $EELDPR YLVWR FKH WXWWL JOL HOHPHQWL DVVRFLDWL D d MCD(a, b) '·DOWUD SDUWH OD GHILQL]LRQH q FRHUHQWH LQ TXDQWR JOL HOHPHQWL DVVRFLDWL GL XQ HOHPHQWR LQYHUWLELOH VRQR LQYHUWLELOL H TXLQGL VH a H b VRQR UHODWLYDPHQWH SULPL SHUFKp LO ORUR 0&' d q LQYHUWLELOH DQFKH WXWWL JOL DOWUL 0&' DVVRFLDWL D d VRQR LQYHUWLELOL 7UD WDOL 0&' YL q DQFKH O·HOHPHQWR XQLWj LQ TXDQWR HVVR q DVVRFLDWR D d HVVHQGR TXHVW·XOWLPR LQYHUWLELOH 3HUWDQWR SRWUHPR GLUH FKH a H b VRQR UHODWLYDPHQWH SULPL VH MCD(a, b) = 1 5LWURYLDPR FRVu OD GHILQL]LRQH GL QXPHUL UHODWLYDPHQWH SULPL FKH VL KD QHO FDVR GHOO·DQHOOR GHOO·LQVLHPH GHJOL LQWHUL Z VL RVVHUYL FKH LQ WDOH FDVR 1 q O·XQLFR HOHPHQWR LQYHUWLELOH H TXLQGL QRQ HVLVWRQR HOHPHQWL DG HVVR DVVRFLDWL

(VLVWHQ]D H VWUXWWXUD GHO 0&' LQ XQ DQHOOR HXFOLGHR ,Q XQ DQHOOR HXFOLGHR SHU RJQL FRSSLD GL HOHPHQWL HVLVWH LO 0&'

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL $QHOOR ,QIDWWL VLD A XQ DQHOOR HXFOLGHR H VLDQR a H b GXH VXRL HOHPHQWL 'HILQLDPR O·LGHDOH I UDSSUHVHQWDWR GDJOL HOHPHQWL GHOOD IRUPD au + bv DO YDULDUH GL u H v DSSDUWHQHQWL DG A (· IDFLOH YHULILFDUH FKH I q XQ LGHDOH LQ TXDQWR 0 ∈ I EDVWD SUHQGHUH u = v = 0 ∈ A • • SUHVR LO JHQHULFR HOHPHQWR au + bv VHJXH − (au + bv) ∈ I EDVWD SUHQGHUH JOL HOHPHQWL − u H − v • OD VRPPD GL HOHPHQWL GHOOD IRUPD au + bv DSSDUWHQJRQR DQFRUD D I • VH c ∈ A c(au + bv) = a(cu) + b(cv) ∈ I 2UD VDSSLDPR FKH JOL LGHDOL GL XQ DQHOOR HXFOLGHR VRQR GHO WLSR I = (d ) HVLVWH GXQTXH XQ HOHPHQWR d PXOWLSOR GL RJQL HOHPHQWR GL I 6L RVVHUYL LQROWUH FKH a1 + b0 = a ∈ I • • 0a + b1 = b ∈ I 3HUWDQWR QHFHVVDULDPHQWH VL KD a = hd , b = kd d / a, d / b ,QGLFKLDPR RUD FRQ c XQ HOHPHQWR WDOH FKH c / a, c / b SRLFKp d ∈ I HVVR ULVXOWD QHFHVVDULDPHQWH GHOOD IRUPD d

= aα + bβ G FXL VHJXH c / d

4XDQWR SUHFHGH SHUPHWWH GXQTXH GL DIIHUPDUH FKH d

= MCD(a, b)

6WUXWWXUD GHO 0&'

,O WHRUHPD SUHFHGHQWH QRQ VROR PHWWH LQ HYLGHQ]D O·HVLVWHQ]D GHO 0&' WUD GXH HOHPHQWL TXDOVLDVL GL XQ DQHOOR HXFOLGHR PD QH HYLGHQ]LD DQFKH OD VWUXWWXUD ,QIDWWL VH d = MCD(a, b) d = aα + bβ GRYH α , β DSSDUWHQJRQR DOO·DQHOOR HXFOLGHR H d q LO YDORUH FKH PLQLPL]]D OD IXQ]LRQH QXPHULFD GL GHILQL]LRQH GHOO·DQHOOR HXFOLGHR QHOO·LGHDOH I RWWHQXWR FRPH FRPELQD]LRQH OLQHDUH GHL GXH HOHPHQWL a H b

0&' GL HOHPHQWL UHODWLYDPHQWH SULPL

1HO FDVR LQ FXL HOHPHQWL a H b VLDQR UHODWLYDPHQWH SULPL DOORUD VL KD 1 = aα + bβ

6WUXWWXUD GHJOL LGHDOL PDVVLPDOL 7HRUHPD XQ LGHDOH

I = (π ) GL XQ DQHOOR HXFOLGHR A q PDVVLPDOH VH H VROR VH O·HOHPHQWR π ∈ A

FKH JHQHUD I q SULPR 'LPRVWUD]LRQH GHOOD QHFHVVLWj FRQGL]LRQH ´VROR VHµ 6XSSRQLDPR FKH O·LGHDOH I = (π ) VLD PDVVLPDOH $OORUD VL KDQQR GXH SRVVLELOLWj • π QRQ UDSSUHVHQWDELOH FRPH SURGRWWR GL GXH HOHPHQWL GL A DOORUD GD FLz VHJXH FKH π = 1 ⋅ π H VLFFRPH 1 q LQYHUWLELOH π ULVXOWD SULPR H OD GLPRVWUD]LRQH q FRQFOXVD • π UDSSUHVHQWDELOH FRPH SURGRWWR GL GXH HOHPHQWL a H b DSSDUWHQHQWL DG A RVVLD π = ab ,Q TXHVWR FDVR HVLVWH XQ LGHDOH J = (a) WDOH FKH π ∈ J I ⊂ J H VLFFRPH I q PDVVLPDOH GHYH QHFHVVDULDPHQWH HVVHUH J ≡ I RSSXUH J ≡ A 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6WUXWWXUD $OJHEULFD GL $QHOOR 6L VXSSRQJD DOORUD FKH J ≡ I GD FLz VHJXH π = ab SHU LSRWHVL a = π c FRQ c ∈ A LQ TXDQWR HVVHQGR J ≡ I GHYH QHFHVVDULDPHQWH a ∈ I H TXLQGL a = π c = (ab)c = a(bc) bc = 1 /·XOWLPD UHOD]LRQH GLPRVWUD FKH b q LQYHUWLELOH H FKH GXQTXH π = ab q SULPR 6L VXSSRQJD LQYHFH RUD FKH J ≡ A GD FLz VHJXH FKH 1 ∈ J GD FXL VHJXH 1 = ac /·XOWLPD UHOD]LRQH GLPRVWUD FKH a q LQYHUWLELOH H FKH GXQTXH π = ab q SULPR H FLz FRPSOHWD OD GLPRVWUD]LRQH VL RVVHUYL FKH LO UXROR GL a H b SXz HVVHUH VFDPELDWR QHOOD FDWHQD GHL SUHFHGHQWL UDJLRQDPHQWL 'LPRVWUD]LRQH GHOOD VXIILFLHQ]D FRQGL]LRQH ´VHµ 6L VXSSRQJD FKH O·HOHPHQWR π ∈ A VLD SULPR H VL FRQVLGHUL O·LGHDOH I = (π ) 6H SHU DVVXUGR VL VXSSRQH FKH

I QRQ VLD PDVVLPDOH VL GHYH DOORUD VXSSRUUH FKH HVLVWH XQ DOWUR LGHDOH J = (k ) FRQ

k ∈ A WDOH FKH

J ≠ I , J ≠ A H J ⊃ I

$OORUD VL KD

π = ak FRQ k R a LQYHUWLELOL LQ TXDQWR π q SULPR 6L SRVVRQR DOORUD YHULILFDUH GXH FDVL •

k LQYHUWLELOH GD FXL VHJXH O·HVLVWHQ]D GHOO·HOHPHQWR k −1 ∈ A WDOH FKH kk −1 = 1 GDOO·DOWUD −1 SDUWH kk ∈ J SHUFKp J q XQ LGHDOH HG DOORUD VL KD FKH 1 ∈ J GD FXL VHJXH J = A FRQWUR

O·LSRWHVL LQL]LDOH •

a LQYHUWLELOH GD FXL VHJXH O·HVLVWHQ]D GHOO·HOHPHQWR a −1 ∈ A WDOH FKH aa −1 = 1 G D FLz −1 VHJXH FKH k = a π GD FXL VHJXH J ⊂ I FRQWUR O·LSRWHVL LQL]LDOH

$OORUD O·LSRWHVL LQL]LDOH GL VXSSRUUH I QRQ PDVVLPDOH q DVVXUGD H SHUWDQWR I ULVXOWD PDVVLPDOH

2VVHUYD]LRQH

$QFKH LQ TXHVWR FDVR q SRVVLELOH HYLGHQ]LDUH XQD DQDORJLD FRQ L QXPHUL SULPL LQ TXDQWR DG HOHPHQWL SULPL GL XQ DQHOOR HXFOLGHR FRUULVSRQGRQR LGHDOL PDVVLPDOL FRVu FRPH DYYLHQH SHU L QXPHUL SULPL UHODWLYDPHQWH DOO·DQHOOR GHJOL LQWHUL BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 0DWULFL

&$3,72/2 0DWULFL

1HO SUHVHQWH FDSLWROR YLHQH LOOXVWUDWR O·HQWH PDWHPDWLFR GHQRPLQDWR PDWULFH , FRHIILFLHQWL GL WDOH HQWH DSSDUWHQJRQR DG XQ JHQHULFR FDPSR QHJOL HVHPSL VL q IDWWR QDWXUDOPHQWH ULIHULPHQWR DO FDPSR GHL QXPHUL UHDOL

'HILQL]LRQH GL 0DWULFH 6L FKLDPD PDWULFH ( n × m) VL OHJJH n SHU m XQD WDEHOOD GL HOHPHQWL DG HVHPSLR HOHPHQWL QXPHULFL RUJDQL]]DWL LQ n ULJKH H m FRORQQH

§ a11 a12 ¨ a22 > @ ¨a A = ¨ 21 .. .. ¨¨ © an1 an 2

.. a1m · ¸ .. a2 m ¸ .. .. ¸ ¸ .. anm ¸¹

8QD PDWULFH VL LQGLFD VLPEROLFDPHQWH FRQ XQD OHWWHUD PDLXVFROD LO QXPHUR GHOOH VXH ULJKH H FRORQQH GHILQLVFH OD GLPHQVLRQL GHOOD PDWULFH SHUWDQWR OD PDWULFH A GL FXL > q GHWWD PDWULFH GL GLPHQVLRQL ( n × m) HG LO VLPEROR XWLOL]]DWR q A (n × m) LQ FXL YLHQH PHVVR LQ HYLGHQ]D LO QXPHUR

n ULJKH HG LO QXPHUR m GL FRORQQH 8QD PDWULFH GL GLPHQVLRQH (n × m) YLHQH DQFKH GHWWD PDWULFH GL RUGLQH ( n × m) LQROWUH QHO FDVR LQ FXL

• •

LO QXPHUR GL ULJKH q GLYHUVR GDO QXPHUR GL FRORQQH n ≠m OD PDWULFH YLHQH GHWWD UHWWDQJRODUH LO QXPHUR GL ULJKH q XJXDOH DO QXPHUR GL FRORQQH n = m OD PDWULFH YLHQH GHWWD TXDGUDWD LQ TXHVWR FDVR SHU TXDQWR ULJXDUGD OH VXH GLPHQVLRQL VL XVD GLUH PDWULFH GL GLPHQVLRQH

n 2 RSSXUH PDWULFH GL RUGLQH n

6L RVVHUYL FKH ILVVDWD XQD PDWULFH A (n × m) YDOH TXDQWR VHJXH • •

LO QXPHUR GHJOL HOHPHQWL GL XQD ULJD VRQR SDUL DG m RVVLD DO QXPHUR GHOOH FRORQQH LO QXPHUR GHJOL HOHPHQWL GL XQD FRORQQD VRQR SDUL DG n RVVLD DO QXPHUR GHOOH ULJKH

7DOH DVSHWWR VL SXz PHWWHUH IDFLOPHQWH LQ HYLGHQ]D FRQ XQ HVHPSLR DQDOL]]DQGR OD VHJXHQWH PDWULFH

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 0DWULFL

§ 2 3 4· ¸¸ A (2 × 3) = ¨¨ © 5 3 2¹

FKH KD ULJKH H FRORQQH FLDVFXQD ULJD KD HOHPHQWL WDQWL TXDQWH VRQR OH FRORQQH H FLDVFXQD FRORQQD KD HOHPHQWL WDQWL TXDQWH VRQR OH ULJKH *OL HQWL PDWHPDWLFL ULSRUWDWL QHOOD WDEHOOD VL FKLDPDQR HOHPHQWL GHOOD PDWULFH H SHU OD ORUR LQGLYLGXD]LRQH VL XWLOL]]D XQD QRWD]LRQH D GXH LQGLFL SHU LQGLFDUH OD ULJD H OD FRORQQD GL DSSDUWHQHQ]D GHOO·HOHPHQWR FRPH ULSRUWDWR QHOOD > 3HUWDQWR aij LQGLFD O·HOHPHQWR GHOOD PDWULFH

A FKH VL WURYD DOO·LQFURFLR GHOOD i − esima ULJD FRQ OD j − esima FRORQQD LO SULPR LQGLFH q TXHOOR GL ULJD HG LO VHFRQGR q TXHOOR GL FRORQQD 8Q DOWUR PRGR LQGLFDUH XQD PDWULFH q LO VHJXHQWH LQ FXL VL HYLGHQ]LDQR JOL HOHPHQWL GHOOD WDEHOOD

( )

A = aij

&RPH JLj GHWWR LQ SUHFHGHQ]D GXH PDWULFL VRQR XJXDOL VH KDQQR OR VWHVVR QXPHUR GL ULJKH H FRORQQH H WDOH FKH VLDQR XJXDOL JOL HOHPHQWL SRVWL QHOOD VWHVVD SRVL]LRQH RVVLD > @ A(n × m) = B (n × m) aij = bij ∀(i; j )

2SHUD]LRQL WUD PDWULFL 6RPPD GL PDWULFL

6LDQR GDWH GXH PDWULFL VRPPD GL

A H B FRQ OR VWHVVR QXPHUR GL ULJKH H FRORQQH OD PDWULFH C q GHWWD A H B H VL LQGLFD C = A + B VH cij = aij + bij ∀(i; j ) FRPH FRQVHJXHQ]D GHOOD

GHILQL]LRQH C ULVXOWD DYHUH OR VWHVVR QXPHUR GL ULJKH H FRORQQH GL A H B 6L SRQH VLPEROLFDPHQWH > @ C = A + B cij = aij + bij ∀(i; j ) (VHPSLR

§ 3 4 · § 2 6 · § 3 + 2 4 + 6 · § 5 10 · ¸¸ = ¨¨ ¸¸ ¸¸ + ¨¨ ¸¸ = ¨¨ A + B = ¨¨ © 5 2 ¹ © 3 9 ¹ © 5 + 3 2 + 9 ¹ © 8 11 ¹

6RPPD GL XQD PDWULFH SHU XQR VFDODUH

A H HG XQR VFDODUH DG HVHPSLR XQ QXPHUR λ C q OD PDWULFH FKH VL RWWLHQH PROWLSOLFDQGR VFDODUPHQH A SHU λ H VL LQGLFD C = λA VH cij = λaij ∀(i; j ) FRPH FRQVHJXHQ]D

6LD GDWD XQD PDWULFH

GHOOD GHILQL]LRQH C ULVXOWD DYHUH OR VWHVVR QXPHUR GL ULJKH H FRORQQH GL A 6L SRQH VLPEROLFDPHQWH > @ C = λA cij = λaij ∀(i; j ) (VHPSLR

§3 4· §3 4· § 2 ⋅3 2 ⋅ 4· § 6 8· ¸¸ = ¨¨ ¸¸ ¸¸ 2 A = 2¨¨ ¸¸ = ¨¨ ©5 2¹ © 5 2 ¹ © 2 ⋅ 5 2 ⋅ 2 ¹ ©10 4 ¹

λ = 2; A = ¨¨

3URGRWWR GL PDWULFL

6LDQR GDWH GXH PDWULFL A (n × m) H B (m ×

p) OD PDWULFH C q GHWWD SURGRWWR GL A H B H VL LQGLFD

C = AB VH

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 0DWULFL

m

cij = ¦ aik bkj ∀(i = 1..n; j = 1.. p) k =1

1HO SDUDJUDIR SUHFHGHQWH DEELDPR LQWURGRWWR LO FRQFHWWR GL SURGRWWR QHO FDVR SDUWLFRODUH LQ FXL OD VHFRQGD PDWULFH VLD FRVWLWXLWD GD XQD VROD FRORQQD /·HVSUHVVLRQH SUHFHGHQWH JHQHUDOL]]D LO SURGRWWR DO FDVR LQ FXL LO VHFRQGR WHUPLQH B VLD XQD PDWULFH JHQHULFD &RPH JLj RVVHUYDWR O·RSHUD]LRQH SURGRWWR SXz HVVHUH GHILQLWD VH LO QXPHUR GL FRORQQH GL A FKH LQGLFD DQFKH GD TXDQWL HOHPHQWL q FRVWLWXLWD XQD ULJD q XJXDOH DO QXPHUR GL ULJKH GL B EDVWD LQIDWWL RVVHUYDUH FKH OD VRPPDWRULD FKH GHILQLVFH cij FRUUH VXOO·LQGLFH k GDO D m •

VX aik GRYH LO VHFRQGR LQGLFH q TXHOOR GL FRORQQD

VX bkj GRYH LO SULPR LQGLFH q TXHOOR GL ULJD

,QROWUH GDO FDSR GL YDULDELOLWj GHJOL LQGLFL (i; j ) VL GHGXFH FKH C (n × p) RVVLD KD n ULJKH H FRORQQH 3HU TXDQWR ULJXDUGD OH GLPHQVLRQL GHOOH PDWULFL YDOH GXQTXH OD VHJXHQWH UHOD]LRQH > @ ( n × m)( m × p ) = (n × p )

p

2VVLD QHO SURGRWWR JOL HOHPHQWL LQWHUQL LO YDORUH m GHYRQR HVVHUH XJXDOL H OH GLPHQVLRQL GHOOD PDWULFH SURGRWWR VRQR GDWH GDJOL HOHPHQWL HVWHUQL L YDORUL n H p 6L SXz GXQTXH SRUUH > @ C = AB c = ij

m

¦ aik bkj ∀(i = 1..n; j = 1.. p)

k =1

(VHPSLR

§1 2· ¸ § 2 3 4 ·¨ ¸¸¨ 3 1 ¸ C = AB = ¨¨ © 5 3 2 ¹¨ 1 1 ¸ © ¹

m

c11 = ¦ a1k bk1 = 2 ⋅ 1 + 3 ⋅ 3 + 4 ⋅ 1 = 2 + 9 + 4 = 15 k =1 m

c12 = ¦ a1k bk 2 = 2 ⋅ 2 + 3 ⋅ 1 + 4 ⋅ 1 = 4 + 3 + 4 = 11 k =1 m

c21 = ¦ a2 k bk1 = 5 ⋅ 1 + 3 ⋅ 3 + 2 ⋅ 1 = 10 + 9 + 2 = 21 k =1 m

c22 = ¦ a2 k bk 2 = 5 ⋅ 2 + 3 ⋅ 1 + 2 ⋅ 1 = 10 + 3 + 2 = 15 k =1

(VLVWH XQD UHJROD PQHPRQLFD SHU IDUH LO SURGRWWR FKH ULSUHQGH TXHOOD YLVWD LQ SUHFHGHQ]D $G HVHPSLR QHO FDVR GHO FRHIILFLHQWH c11

§ 1 · § 2 ·§ 1 · § 2 ⋅1 · § 2 · ¨ ¸ ¨ ¸¨ ¸ ¨ ¸ ¨ ¸ c11 (2 3 4 )¨ 3 ¸ ¨ 3 ¸¨ 3 ¸ ¨ 3 ⋅ 3 ¸ ¨ 9 ¸ 2 + 9 + 4 = 15 ¨ 1 ¸ ¨ 4 ¸¨ 1 ¸ ¨ 4 ⋅1 ¸ ¨ 4 ¸ © ¹ © ¹© ¹ © ¹ © ¹ 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 0DWULFL LQ SUDWLFD VL SUHQGH OD SULPD ULJD GL A H OD SULPD FRORQQD GL B VL RVVHUYL FKH OD ULJD H OD FRORQQD FRQWHQJRQR OR VWHVVR QXPHUR GL HOHPHQWL VL PROWLSOLFD LO SULPR HOHPHQWR GHOOD ULJD FRQ LO SULPR HOHPHQWR GHOOD FRORQQD LO VHFRQGR FRQ LO VHFRQGR HG LO WHU]R FRQ LO WHU]R VL VRPPDQR WXWWL L SURGRWWL RWWHQXWL 1HO FDVR JHQHULFR GL cij OD UHJROD VL HVSULPH FRPH VHJXH •

VL SUHQGH OD i − esima ULJD GL A H OD j − esima FRORQQD GL B

VL PROWLSOLFD LO SULPR HOHPHQWR GHOOD ULJD VHOH]LRQDWD FRQ LO SULPR HOHPHQWR GHOOD FRORQQD LO VHFRQGR FRQ LO VHFRQGR H FRVL YLD VL VRPPDQR WXWWL L SUR GRWWL RWWHQXWL

&RQFOXGHQGR O·HVHPSLR VL KD C

§ 15 11· ¸¸ = AB = ¨¨ © 21 15 ¹

3URSULHWj GHOOH RSHUD]LRQL WUD PDWULFL

3URSULHWj FRPPXWDWLYD GHOOD VRPPD

6LDQR GDWH GXH PDWULFL A H B GL GLPHQVLRQL > @

(n × m) YDOH

A + B = B + A

,QIDWWL

GDOOD

GHILQL]LRQH

GL

VRPPD

WUD

PDWULFL

VHJXH

A + B ⇔ aij + bij = bij + aij ⇔ B + A ∀(i; j )

C = A + B VH

3URSULHWj DVVRFLDWLYD GHOOD VRPPD

6LDQR GDWH WUH PDWULFL A B H C GL GLPHQVLRQL (n × m) YDOH > @ ( A + B ) + C = A + ( B + C )

,QIDWWL GDOOD GHILQL]LRQH GL VRPPD WUD PDWULFL VHJXH

( A + B) + C ⇔ (aij + bij ) + cij = aij + (bij + cij ) ⇔ A + ( B + C ) ∀(i; j )

3URSULHWj GLVWULEXWLYD GHO SURGRWWR ULVSHWWR DOOD VRPPD

6LDQR GDWH • GXH PDWULFL A H B GL GLPHQVLRQL •

(m × p) XQD PDWULFH C GL GLPHQVLRQH (n × m)

6L RVVHUYL FKH DSSOLFDQGR TXDQWR LQGLFDWR GDOOD > H GDOOD > YDOH TXDQWR VHJXH m

D = CA d ij = ¦ cik a kj ∀(i = 1..n; j = 1.. p) k =1

m

E = CB eij = ¦ cik bkj ∀(i = 1..n; j = 1.. p) k =1

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 0DWULFL

m

m

k =1

k =1

CA + CB d ij + eij = ¦ cik a kj + ¦ cik bkj

m

¦ cik (akj + bkj )∀(i = 1..n; j = 1.. p) k =1

WDOH UHOD]LRQH VHJXH GDOOD DSSOLFD]LRQH GL TXDQWR ULFDYDWR QHL SXQWL H m

F = C ( A + B) f ij = ¦ cik (akj + bkj )∀(i = 1..n; j = 1.. p) k =1

f ij = d ij + eij ∀(i = 1..n; j = 1.. p)

&RPH FRQVHJXHQ]D GO SXQWR VL KD FKH FRQFOXGH

F = D + E RVVLD GDOOH GHILQL]LRQL GL WDOL PDWULFL VL

> @ C ( A +

B) = CA + CB

3URSULHWj DVVRFLDWLYD GHO SURGRWWR

6LDQR GDWH WUH PDWULFL • A GL GLPHQVLRQH • •

(m × n) B GL GLPHQVLRQH (n × p) C GL GLPHQVLRQH ( p × q)

9DOH OD VHJXHQWH UHOD]LRQH

> @ ( AB)C

= A( BC )

,QIDWWL VL KD

( AB )C ⇔

p

§

n

·

n

¹

k =1

§

p

·

¦ ¨¨ ¦ aik bkj ¸¸c jh = ¦ aik ¨¨ ¦ bkj c jh ¸¸ ⇔ A ( BC ) ∀(i; h) j =1© k =1

© j=1

¹

&RQVLGHUD]LRQL VXOOD SURSULHWj FRPPXWDWLYD GHO SURGRWWR ,O SURGRWWR WUD PDWULFL QRQ q FRPPXWDWLYR RVVLD AB ≠ BA ,QIDWWL VLD

A XQD PDWULFH GL GLPHQVLRQH (n × m) B XQD PDWULFH GL GLPHQVLRQL (m× p)

• 1HO FDVR AB q SRVVLELOH GHILQLUH LO SURGRWWR WUD PDWULFL SRLFKp LO QXPHUR GL FRORQQH GL A q XJXDOH DO QXPHUR GL ULJKH GL B H YLHQH XQD PDWULFH GL GLPHQVLRQL (n × m) (m × p) = (n × p) FRPH VHJXH GDOOD DSSOLFD]LRQH GHOOD UHOD]LRQH GL FXL DOOD > 9LFHYHUVD LO SURGRWWR BA QRQ q QHDQFKH GHILQLELOH LQ TXDQWR LO QXPHUR GL FRORQQH GL B q GLYHUVR GDO QXPHUR GL ULJKH GL A TXLQGL QHO FDVR DWWXDOH LO SULPR WHUPLQH GHOOD > GLYLHQH (m × p)(n × m) GD FXL VHJXH FKH SHU GHILQLUH LO SURGRWWR BA ELVRJQD UHVWULQJHUH O·LQVLHPH GHOOH

p = n RWWHQHQGR XQD PDWULFH GL GLPHQVLRQL (m × n)(n × m) = (m × m) ,Q JHQHUDOH OH GLPHQVLRQL GL AB VRQR GXQTXH GLYHUVH GDOOH GLPHQVLRQL GL BA SRLFKp

PDWULFL DO FDVR

m ≠ n (m × m) ≠ (n × p) = (n × p ) AB ≠ BA

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 0DWULFL &L SXz HVVHUH LO FDVR SDUWLFRODUH LQ FXL DQFKH m = n SHU LO TXDOH VL KD FKH OH GLPHQVLRQL VLD GL A VLD GL B VRQR (n × n) RVVLD LO FDVR GHO SURGRWWR GL PDWULFL TXDGUDWH 8Q HVHPSLR QXPHULFR q VXIILFLHQWH D GLPRVWUDUH FKH QHDQFKH LQ TXHVWR FDVR YDOH OD SURSULHWj FRPPXWDWLYD

§1 AB = ¨¨ ©1 §1 BA = ¨¨ ©1

GD FLz VHJXH FKH LQ JHQHUDOH

2 ·§1 ¸¨ 2 ¸¹¨©1 1·§1 ¸¨ 1¸¹¨©1

1· § 1 ⋅ 1 + 2 ⋅ 1 ¸=¨ 1¸¹ ¨©1 ⋅1 + 2 ⋅1 2 · §1 ⋅ 1 + 1 ⋅ 1 ¸=¨ 2 ¸¹ ¨©1 ⋅1 + 1 ⋅1

1 ⋅ 1 + 2 ⋅ 1· § 3 ¸=¨ 1 ⋅1 + 2 ⋅1¸¹ ¨© 3 1⋅ 2 + 1⋅ 2 · § 2 ¸=¨ 1 ⋅ 2 + 1 ⋅ 2 ¸¹ ¨© 2

> @ AB ≠

3· ¸ 3 ¸¹ 4· ¸ 4 ¸¹

BA

0DWULFH WUDVSRVWD GL XQD PDWULFH

6L FKLDPD PDWULFH WUDVSRVWD GL XQD PDWULFH GDWD RWWHQXWD GD

A GL GLPHQVLRQL (n × m) OD PDWULFH (m × n)

A VFDPELDQGR OH ULJKH FRQ OH FRORQQH /D PDWULFH WUDVSRVWD VL LQGLFD FRQ LO VLPEROR

T

A ULFRUGDQGR LO VLJQLILFDWR GHJOL LQGLFL VXJOL HOHPHQWL GL XQD PDWULFH HG LQGLFDQGR FRQ aijT LO T

JHQHULFR HOHPHQWR GHOOD PDWULFH WUDVSRVWD OD GHILQL]LRQH LPSOLFD FKH aij

= a ji ∀(i; j )

$OFXQL HVHPSL FKLDULVFRQR OD GHILQL]LRQH •

§2 5· ¨ ¸ § 2 3 4· T ¸¸ A = ¨ 3 3 ¸ A = ¨¨ © 5 3 2¹ ¨ 4 2¸ © ¹ §1· ¨ ¸ T A = (1,2,3) A = ¨ 2 ¸ ¨ 3¸ © ¹ §1· ¨ ¸ A = ¨ 2 ¸ AT = (1,2,3) ¨ 3¸ © ¹

Ë LPSRUWDQWH VRWWROLQHDUH OD VHJXHQWH SURSULHWj DSSOLFDWD D GXH PDWULFL A (m × n) H B(n × T T T > @

( AB) = A B

p)

T

6L RVVHUYL LQ SULPLV FKH OD UHOD]LRQH q EHQ SRVWD SRLFKp HVVHQGR B GL GLPHQVLRQH ( p × n) H

AT GL

GLPHQVLRQH (n × m) •

T

T

q SRVVLELOH HIIHWWXDUH LO SURGRWWR B A LQ TXDQWR SHUWDQWR VL RWWLHQH XQD PDWULFH GL GLPHQVLRQH ( p × n)(n × m) = ( p × m

• ( AB) KD GLPHQVLRQL (m × n)(n × Ë VXIILFLHQWH RUD PRVWUDUH FKH SRVWR

p) = (m × p) H TXLQGL ( AB) T KD GLPHQVLRQH ( p × m)

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 0DWULFL

n

C = AB cij = ¦ aik bkj ∀(i = 1..m; j = 1.. p) VHJXH k =1

VRVWDQ]D VL VFDPELDQR JOL LQGLFL (i,

C T = ( AB) T cijT = c ji LQ

j )

'DOOD GHILQL]LRQH GL cij VL SXz FRQFOXGHUH T

( AB) c

T

n

ij

= ¦ a jk bki ∀(i = 1..m; j = 1.. p) k =1

T 'DOO·DOWUD SDUWH ULFRUGDQGR FKH aij

=

a ji H bijT

= b ji SRVWR C T = AT B T VHJXH

n

n

n

k =1

k =1

k =1

C T = B T AT cT ij = ¦ bikT akjT = ¦ bki a jk = ¦ a jk bki &RQIURQWDQGR OH GXH HVSUHVVLRQL VRWWR VRPPDWRULD VL YHGRQR FKH VRQR XJXDOL SHUWDQWR ULVXOWD GLPRVWUDWD OD >

0DWULFL TXDGUDWH

8QD PDWULFH GHO WLSR A (n × n) VL GLFH PDWULFH TXDGUDWD SHUFKp KD OR VWHVVR QXPHUR GL ULJKH H FRORQQH *OL HOHPHQWL GHO WLSR aii i = (1...n) VL GLFRQR HOHPHQWL GHOOD GLDJRQDOH H O·LQVLHPH GL WDOL HOHPHQWL

a11 ; a22 ;...ann ) VL GLFH GLDJRQDOH R GLDJRQDOH SULQFLSDOH D WUDFFLD GHOOD PDWULFH *OL HOHPHQWL

(a1n ; a2( n −1) ; a3( n − 2) ...an1 ) VL GLFRQR HOHPHQWL GHOO·DQWLGLDJRQDOH H FRVWLWXLVFRQR O·DQWLGLDJRQDOH SULQFLSDOH

* * * · § a11 * ¸ ¨ ¨ * a22 * .... * ¸ GLDJRQDOH SULQFLSDOH ¨ * * a33 * * ¸ ¨ ¸ * * .... * ¸ ¨ * ¨ * * * * ann ¸¹ © * * * a1n · § * ¨ ¸ * * a2( n−1) * ¸ ¨ * DQWLDJRQDOH SULQFLSDOH ¨ * * a3 ( n − 2 ) * * ¸ ¨ ¸ * .... * ¸ ¨ * .... ¨a * * * ¸¹ © n1 *

0DWULFH LQYHUVD

'DWD XQD PDWULFH TXDGUDWD A ( n × n) VL GLFH LQYHUVD GL

A XQD PDWULFH TXDGUDWD GL GLPHQVLRQH

(n × n) LQGLFDWD FRQ LO VLPEROR A−1 FKH YHULILFD OD VHJXHQWH UHOD]LRQH 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 0DWULFL > @ AA 9DOH LQROWUD OD SURSULHWj

−1

= A−1 A = I

> @ ( AB) −1

= B −1 A−1

3HU GLPRVWUDUH OD UHOD]LRQH SUHFHGHQWH RFFRUUH LQQDQ]L WXWWR GLPRVWUDUH O·XQLFLWj GHOOD D PDWULFH LQYHUVD GL XQD PDWULFH GDWD 6XSSRQLDPR SHU DVVXUGR FKH HVLVWDQR GXH PDWULFL LQYHUVH GHOOD −1

PDWULFH A A H B

−1

GDOOD > VHJXH

­°( B −1 A) A −1 = IA −1 = A −1 B A= I ® °¯( B −1 A) A −1 = B −1 ( AA −1 ) = B −1 I = B −1 −1

−1

−1

GD FLz VHJXH A = B H TXLQGL VL KD XQD VROD PDWULFH LQYHUVD 2UD SHU YHULILFD OD > VL RVVHUYL FKH

( AB) −1 A −1 = A( BB −1 ) A −1 = AIA −1 = AA −1 = I −1

−1

−1

DOORUD B A q OD PDWULFH LQYHUVD GL ( AB) PD SRLFKp DQFKH ( AB) q O·LQYHUVD GL ( AB) SHU GHILQL]LRQH SRLFKp OD PDWULFH LQYHUVD q XQLFD VHJXH OD > 6L RVVHUYL FKH QRQ WXWWH OH PDWULFL TXDGUDWH DPPHWWRQR XQD LQYHUVD HVLVWRQR GHOOH FRQGL]LRQL GL HVLVWHQ]D FKH VRQR OHJDWH DO GHWHUPLQDQWH GHOOD PDWULFH GL SDUWHQ]D FRPH JLj QRWDWR LQ −1

SUHFHGHQ]D 6H ILVVDWD XQD PDWULFH A HVLVWH O·LQYHUVD A VL GLFH FKH A q LQYHUWLELOH RSSXUH ´QRQ VLQJRODUHµ RSSXUH ´QRQ GHJHQHUHµ QHO FDVR FRQWUDULR A YLHQH GHWWD QRQ LQYHUWLELOH ´VLQJRODUH RSSXUH ´ GHJHQHUHµ

0DWULFL RUWRQRUPDOL

(VLVWH XQD FODVVH GL PDWULFL PROWR LPSRUWDQWL QHOOH DSSOLFD]LRQL GHQRPLQDWH PDWULFL RUWRQRUPDOL OD PRWLYD]LRQH GL WDOH GHQRPLQD]LRQH YHUUj GDWD QHL FDSLWROL VXFFHVVLYL GRSR DYHUH LQWURGRWWR LO SURGRWWR VFDODUH HG LO FRQFHWWR VL RUWRJRQDOLWj 8QD PDWULFH A q GHWWD RUWRQRUPDOH VH q QRQ GHJHQHUH H YHULILFD OD VHJXHQWH SURSULHWj T −1 > @ A = A

)RUPH SDUWLFRODUL GL PDWULFL

0DWULFL 'LDJRQDOL

8QD PDWULFH TXDGUDWD FKH KD QXOOL WXWWL JOL HOHPHQWL HFFHWWR TXHOOL GHOOD GLDJRQDOH q GHWWD 0DWULFH GLDJRQDOH $G HVHPSLR •

§1 0 0· ¨ ¸ 0DWULFH 'LDJRQDOH ¨ 0 3 0 ¸ ¨0 0 4¸ © ¹

8Q HVHPSLR QRWHYROH GL PDWULFH GLDJRQDOH q TXHOOD FKH KD WXWWL L WHUPLQL GHOOD GLDJRQDOH SULQFLSDOH SDUL DG PDWULFH XQLWj 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 0DWULFL •

§1 0 0· ¨ ¸ 0DWULFH 'LDJRQDOH XQLWj ¨ 0 1 0 ¸ ¨0 0 1¸ © ¹ 0DWULFL GLDJRQDOH D EORFFKL

,OOXVWULDPR TXHVWR WLSR GL PDWULFL SULPD DWWUDYHUVR GHJOL HVHPSL

§ a11 ¨ ¨ a 21 ¨ 0 A=¨ ¨ 0 ¨ ¨ 0 ¨ 0 ©

•

a12

0

0

0

a 22 0

0 a33

0 a34

0 0

0

a 43

a 44

0

0 0

0 0

0 0

a55 a 65

0 · ¸ 0 ¸ 0 ¸ ¸ 0 ¸ ¸ a56 ¸ a 66 ¸¹

7DOH PDWULFH KD VRWWRPDWULFL QRQ QXOOH GL GLPHQVLRQL (2 x 2) GHWWL EORFFKL ,QGLFKLDPR WDOL EORFFKL FRPH VHJXH

a12 · §a ¸¸ A22 = ¨¨ 33 a22 ¹ © a43

§a A11 = ¨¨ 11 © a 21

a34 · §a ¸¸ A33 = ¨¨ 55 a44 ¹ © a65

a56 · § 0 0· ¸¸ O = ¨¨ ¸¸ a66 ¹ © 0 0¹

$OORUD OD PDWULFH A VL SXz UDSSUHVHQWDUH QHO VHJXHQWH PRGR

§ A11 ¨ A=¨ O ¨O ©

O A22 O

O · ¸ O ¸ A33 ¸¹

6L RVVHUYL FKH XQD PDWULFH GLDJRQDOH q XQ FDVR SDUWLFRODUH GL XQD PDWULFH GL TXHVWR WLSR LQ FXL L EORFFKL Aii FRLQFLGRQR FRQ JOL HOHPHQWL aii GHOOD GLDJRQDOH SULQFLSDOH

•

§ a11 ¨ ¨ a21 ¨a 31 A=¨ ¨ 0 ¨ ¨ 0 ¨ 0 ©

a12

a13

0

0

a22 a32

a23 a33

0 0

0 0

0

0

a44

a45

0 0

0 0

a54 a64

a55 a65

&RPH QHO FDVR SUHFHGHQWH

0 · ¸ 0 ¸ 0 ¸ ¸ a46 ¸ ¸ a56 ¸ a66 ¸¹

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 0DWULFL

§ a11 ¨ A11 = ¨ a21 ¨a © 31

a12 a22 a32

TXLQGL

,Q JHQHUDOH GXQTXH GHWWD VHJXHQWH

a13 · § a 44 ¨ ¸ a23 ¸ A22 = ¨ a54 ¨a a33 ¸¹ © 64

a 45 a55 a65

§A A = ¨¨ 11 © 0

a 46 · §0 0 0· ¨ ¸ ¸ a56 ¸ O = ¨ 0 0 0 ¸ ¨0 0 0¸ a66 ¸¹ © ¹

0 · ¸ A22 ¸¹

A XQD PDWULFH (nxn) HVVD q GL WLSR GLDJRQDOH D EORFFKL VH KD OD IRUPD § A11 ¨ ¨O A=¨ O ¨ ¨O ¨ ©O

O

O

A22 O

O A33

O

O

O

O

O · ¸ ... O ¸ O... O ¸ ¸ ... O ¸ ¸ ... A22 ¹ ...

LQ FXL • RJQL EORFFR O q XQD PDWULFH FRVWLWXLWD GD WXWWL HOHPHQWL QXOOL • RJQL EORFFR GHO WLSR Aii q XQD PDWULFH TXDGUDWD LQ FXL O·HOHPHQWR GHOOD SULPD ULJD H GHOOD SULPD FRORQQD H O·HOHPHQWR GHOO·XOWLPD ULJD H GHOO·XOWLPD FRORQQD DSSDUWHQJRQR DOOD GLDJRQDOH SULQFLSDOH GL A

0DWULFL WULDQJRODUL

6L GLFH LQROWUH 0DWULFH 7ULDQJRODUH VXSHULRUH XQD PDWULFH FKH KD WXWWL QXOOL JOL HOHPHQWL DO GL VRWWR GHOOD GLDJRQDOH SULQFLSDOH PHQWUH YLHQH GHWWD 0DWULFH 7ULDQJRODUH LQIHULRUH XQD PDWULFH LQ FXL VRQR WXWWL QXOOL JOL HOHPHQWL DO GL VRSUD GHOOD GLDJRQDOH SULQFLSDOH $G HVHPSLR • •

§1 3 5· ¨ ¸ 0DWULFH 7ULDQJRODUH VXSHULRUH ¨ 0 3 6 ¸ ¨0 0 4¸ © ¹ §1 0 0· ¨ ¸ 0DWULFH 7ULDQJRODUH LQIHULRUH ¨ 5 3 0 ¸ ¨ 2 100 4 ¸ © ¹

$QDORJKH GHILQL]LRQL SRVVRQR HVVHUH GDWH IDFHQGR ULIHULPHQWR DOOD DQWLGLDJRQDOH FRPH LOOXVWUDQR JOL HVHPSL VHJXHQWL •

§1 5 7· ¨ ¸ 0DWULFH 7ULDQJRODUH VXSHULRUH ¨ 2 3 0 ¸ ¨ 5 0 0¸ © ¹

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 0DWULFL

•

9· §0 0 ¸ ¨ 0 3 99 ¸ ¨ 2 100 4 ¸ © ¹

0DWULFH 7ULDQJRODUH LQIHULRUH ¨

0DWULFL D EORFFKL

,OOXVWULDPR TXHVWR WLSR GL PDWULFL SULPD DWWUDYHUVR GHJOL HVHPSL

•

§ a11 ¨ ¨ a 21 ¨a 31 A=¨ ¨ 0 ¨ ¨ 0 ¨ 0 ©

a12

a13

a14

a15

a 22 a32

a 23 a33

a 24 a34

a 25 a35

0

0

a 44

a 45

0 0

0 0

a54 a 64

a55 a 65

3RQHQGR

§ a11 ¨ A11 = ¨ a 21 ¨a © 31

VL RWWLHQH

a16 · ¸ a 26 ¸ a36 ¸ ¸ a 46 ¸ ¸ a56 ¸ a 66 ¸¹

a12 a 22 a32

§ a14 ¨ A12 = ¨ a24 ¨a © 34

a13 · § a 44 a 45 a 46 · ¸ ¨ ¸ a 23 ¸ A22 = ¨ a54 a55 a56 ¸ ¨a ¸ a33 ¸¹ © 64 a 65 a 66 ¹ a16 · §0 0 0· ¸ ¨ ¸ a26 ¸ O = ¨ 0 0 0 ¸ ¨0 0 0¸ a36 ¸¹ © ¹

a15 a25 a35

§A A = ¨¨ 11 ©O

A12 · ¸ A22 ¸¹

PDWULFH WULDQJRODUH D EORFFKL

,Q VRVWDQ]D LQ PROWH PDWULFL YL VRQR GHL EORFFKL GL HOHPHQWL WXWWL QXOOL H ULVXOWD DJHYROH VXGGLYLGHUH OD PDWULFH LQ VRWWRPDWULFL LQ PRGR DQDORJR D TXDQWR IDWWR QHOO·HVHPSLR RWWHQHQGR XQD UDSSUHVHQWD]LRQH D EORFFKL FKH SHUPHWWH PROWH YROWH GL HYLGHQ]LDUH GHOOH SURSULHWj LPSRUWDQWL

0DWULFL VLPPHWULFKH

,QILQH VL GHILQLVFH 0DWULFH 6LPPHWULFD XQD PDWULFH LQ FXL LQYHUWHQGR JOL LQGLFL GL ULJD FRQ TXHOOL GL FRORQQD H YLFHYHUVD VL RWWHQJRQR GXH HOHPHQWL FKH KDQQR OR VWHVVR YDORUH RVVLD GHWWD A XQD

= a ji ∀(i = 1..n; j = 1..n) 5LFRUGDQGR OD

PDWULFH VLPPHWULFD HG aij LO JHQHULFR HOHPHQWR YDOH aij

GHILQL]LRQH GL PDWULFH WUDVSRVWD VHJXH OD VHJXHQWH SURSULHWj T

(VHPSLR • 0DWULFH 6LPPHWULFD

VH A q VLPPHWULFD A

§1 3 4· ¨ ¸ ¨ 3 4 5 ¸ ¨4 5 6¸ © ¹

= A

VL SXz IDFLOPHQWH YHULILFDUH FKH IDFHQGR OD WUDVSRVWD VL RWWLHQH OD PDWULFL GL SDUWHQ]D

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 0DWULFL

0DWULFH XQLWj

6L GLFH 0DWULFH 8QLWj HG q LQGLFDWD FRQ LO VLPEROR I XQD PDWULFH TXDGUDWD GLDJRQDOH FRQ JOL HOHPHQWL GHOOD GLDJRQDOH SDUL DG $G HVHPSLR OD PDWULFH XQLWj I (3 × 3) q GHOOD IRUPD

§1 0 0· ¨ ¸ I = ¨ 0 1 0¸ ¨0 0 1¸ © ¹

/D PDWULFH XQLWj SXz HVVHUH LQGLFDWD DQFKH XWLOL]]DQGR LO 6LPEROR GL .URQHFNHU LQGLFDWR FRQ δ ij H GHILQLWR FRPH VHJXH

­0 se i ≠ j ¯1 se i = j

δ ij ®

GD FXL VHJXH FKH VROR δ ii ≠ 0 H SDUL DG H TXLQGL VL SXz LQGLFDUH OD PDWULFH XQLWj FRPH I (δ ij ) /D UDJLRQH GHO QRPH GL WDOH PDWULFH q FKH HVVD FRPH JLj DEELDPR RVVHUYDWR VL FRPSRUWD GD HOHPHQWR XQLWDULR ULVSHWWR DO SURGRWWR WUD PDWULFL TXDGUDWH RVVLD VL FRPSRUWD DOOR VWHVVR PRGR GHOO·XQLWj QXPHULFD QXPHUR QHO FDVR GL SURGRWWR WUD QXPHUL 2VVLD GHWWH A (n × n) H I (n × n) YDOH > @ AI = IA = A ,QIDWWL GDOOD GHILQL]LRQH GL SURGRWWR VHJXH SRVWR C = AI n

C = AI cij = ¦ aik δ kj = ai1δ1 j + ai 2δ 2 j + aij δ jj + ...... + ainδ1n k =1

GD FXL ULFRUGDQGR LO VLJQLILFDWR GHO VLPEROR GL .URQHFNHU L WHUPLQL SUHFHGHQWL VRQR WXWWL QXOOL DG HVFOXVLRQH GHO WHUPLQH aijδ jj

= aij ⋅ 1 = aij 3HUWDQWR VL KD

n

C = AI cij = ¦aikδ kj = ai1δ1 j + ai 2δ 2 j + aijδ jj + ......+ ainδ1n = k =1

= ai1 0 + ai 2 0 + aijδ jj + ......+ ain 0 = aij /·XOWLPD UHOD]LRQH VLJQLILFD FKH C = AI = A DQDORJDPHQWH VL GLPRVWUD FKH IA = > BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB 3DJ

A H TXLQGL OD


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

&$3,72/2 'HWHUPLQDQWL

1HO SUHVHQWH SDUDJUDIR YHQJRQR VYLOXSSDWL JOL HOHPHQWL IRQGDPHQWDOL GHOOD WHRULD GHL GHWHUPLQDQWL OD WUDWWD]LRQH q HIIHWWXDWD D SDUWLUH GD FDVL SDUWLFRODUL GHWHUPLQDQWL GHO VHFRQGR H WHU]R RUGLQH H WHUPLQD QHOOD GHVFUL]LRQH GHO FDVR JHQHUDOH GL RUGLQH n

'HWHUPLQDQWH GL XQD PDWULFH GL GLPHQVLRQH [

$OO·LQL]LR GHO SUHVHQWH FDSLWROR DEELDPR LQWURGRWWR LO FRQFHWWR GL GHWHUPLQDQWH QHO FDVR GL XQD PDWULFH (2 × 2) 6L FRQVLGHUL XQ VLVWHPD GL GXH HTXD]LRQL OLQHDUL QHOOH GXH LQFRJQLWH ( x

1

, x 2 )

­°a11 x1 + a12 x 2 = b1 ® °¯a21 x1 + a 22 x 2 = b2

8VDQGR LO VLPEROLVPR PDWULFLDOH H SRQHQGR •

•

•

§a A = ¨¨ 11 © a21

a12 · ¸ PDWULFH GHL FRHIILFLHQWL a22 ¸¹

§ x1 · X = ¨¨ 2 ¸¸ FRORQQD GHOOH LQFRJQLWH ©x ¹ §b · B = ¨¨ 1 ¸¸ FRORQQD GHL WHUPLQL QRWL © b2 ¹

LO SUHFHGHQWH VLVWHPD SXz HVVHUH VLQWHWLFDPHQWH UDSSUHVHQWDWR FRQ OD VHJXHQWH HTXD]LRQH PDWULFLDOH AX = B OD FXL VROX]LRQH HVSOLFLWD q GDWD GD

a22b1 − a12b2 ­ 1 °x = a a − a a ° 11 22 12 21 ® − + a b a b 2 21 1 11 2 °x = °¯ a11a22 − a12 a21 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL 6L FKLDPD GHWHUPLQDQWH GHOOD PDWULFH A (2 × 2) R DQFKH GHWHUPLQDQWH GHO VHFRQGR RUGLQH OD TXDQWLWj D GHQRPLQDWRUH GHOOH HVSUHVVLRQL FKH IRUQLVFRQR LO YDORUH GHOOD FRSSLD GL LQFRJQLWH ( x , VLPEROL XWLOL]]DWL SHU LQGLFDUH LO GHWHUPLQDQWH VRQR

A=

a11

a12

a21 a22

1

; x 2 )

= a11a22 − a12 a21

a = a11 a22 − a12 a21 RVVLD VH OD OHWWHUD PDLXVFROD A LQGLFD OD PDWULFH OD OHWWHUD PLQXVFROD a QH

LQGLFD LO GHWHUPLQDQWH

Det ( A) = a11a22 − a12 a21 Det (aij ) = a11a22 − a12 a21

'DO SXQWR GL YLVWD PQHPRQLFR VL SXz LPSLHJDUH OD VHJXHQWH VFKHPDWL]]D]LRQH JUDILFD SHU OD GHWHUPLQD]LRQH GHO GHWHUPLQDQWH

a11 a21

a12 = a11a 22 − a12 a21 a22

GRYH OH OLQHH LQGLFDQR JOL HOHPHQWL GHOOD PDWULFH FKH GHYRQR HVVHUH PROWLSOLFDWL H OD OLQHD WUDWWHJJLDWD LQGLFD FKH DO SURGRWWR GHYH HVVHUH DQWHSRVWR XQ VHJQR PHQR PROWLSOLFD]LRQH SHU ² Ë SRVVLELOH IRUQLUH XQD HVSUHVVLRQH PROWR FRPSDWWD GHO GHWHUPLQDQWH GL XQD PDWULFH XWLOH SHU OH DSSOLFD]LRQL WHRULFKH $ WDOH VFRSR VL LQWURGXFD LO FRVLGGHWWR LQGLFDWRUH GL /HYL &LYLWD ij FRVu GHILQLWR

ε

­°ε 11 = ε 22 = 0 ® 12 °¯ε = 1; ε 21 = −1

8WLOL]]DQGR LO VLPEROR GL /HYL &LYLWD VL RWWLHQH

a11

a12

a21 a22

2

2

= ¦¦ ε ij a1i a2 j i =1 j =1

,QIDWWL 2

2

¦¦ε a a ij

1i 2 j

=ε11a11a21 +ε12a11a22 +ε21a12a21 +ε22a12a22 =(0)â‹…a11a21 +(1)â‹…a11a22 +(−1)â‹…a12a21 +(0)â‹…a12a22 =

i=1 j=1

a11a22 −a12a21 =

a11 a12 a21 a22

$OOR VFRSR GL HYLWDUH OD ULSHWL]LRQH GHO VLPEROR GL VRPPDWRULD YLHQH XWLOL]]DWD OD QRWD]LRQH GL (LQVWHLQ LQ FXL VL VRWWLQWHQGRQR L VLPEROL GL VRPPDWRULD H O·RSHUD]LRQH GL VRPPD VL HVHJXH VXJOL LQGLFL LQGLFDWL FRQ OD VWHVVD OHWWHUD RVVLD ULSHWXWL LQ DOWR HG LQ EDVVR ,Q TXHVWR PRGR O·HVSUHVVLRQH GHO GHWHUPLQDQWH FRQ O·LQGLFDWRUH GL /HYL &LYLWD GLYLHQH

a11

a12

a 21

a22

= ε ij a1i a2 j (i = 1..2) ( j = 1..2)

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL Ë LPSRUWDQWH HYLGHQ]LDUH FKH QHOOD SUHFHGHQWH UHOD]LRQH ULPDQJRQR ILVVDWL JOL LQGLFL GL ULJD GHL FRHIILFLHQWL aij RVVLD L SULPL LQGLFL H OD VRPPD YLHQH HVHJXLWD VXJOL LQGLFL GL FRORQQD SHUWDQWR VL GLFH FKH LO GHWHUPLQDQWH q VWDWR VYLOXSSDWR SHU FRORQQD q SRVVLELOH LQROWUH WURYDUH DQFKH XQR VYLOXSSR LQ FXL ULPDQJDQR ILVVDWL JOL LQGLFL GL FRORQQD H YHQJD HIIHWWXDWD OD VRPPD VXJOL LQGLFL GL ULJD RVVLD q SRVVLELOH VYLOXSSDUH LO GHWHUPLQDQWH DQFKH SHU ULJD ,QIDWWL VL YDOXWL OD VHJXHQWH HVSUHVVLRQH 2

2

¦¦ε a a ij

i1 j 2

= ε11a11a12 +ε12a11a22 +ε 21a21a12 +ε 22a21a22 = (0) ⋅ a11a12 + (1) ⋅ a11a22 + (−1) ⋅ a21a12 + (0) ⋅ a21a22 =

i =1 j =1

a11a22 − a12a21 =

a11 a12 a21 a22

3HUWDQWR VL KD

a11 a21

a12 = ε ij ai1a j 2 (i = 1..2) ( j = 1..2) a22

3URSULHWj GHL GHWHUPLQDQWL GHO VHFRQGR RUGLQH

1HO VHJXLWR YHQJRQR LOOXVWUDWH OH SURSULHWj GL XQ GHWHUPLQDQWH GHO RUGLQH

'HWHUPLQDQWH GHOOD PDWULFH WUDVSRVWD

6LD

§a A = ¨¨ 11 © a21

a12 · a21 · §a ¸¸ AT = ¨¨ 11 ¸¸ a22 ¹ © a12 a22 ¹ a11 a12 T A = = a11a22 − a12 a21 = A a21 a22

3HUWDQWR VL SXz FRQFOXGHUH

AT = A

4XHVWD SURSULHWj KD FRPH FRQVHJXHQ]D LPSRUWDQWH FKH TXDOVLDVL SURSULHWj FKH YDOH SHU RSHUD]LRQL HIIHWWXDWH VX OH ULJKH YDOH DQFKH SHU OH FRORQQH q TXLQGL VXIILFLHQWH VYLOXSSDUH OD GLPRVWUD]LRQH LQ XQ VROR FDVR

'HWHUPLQDQWH GL XQD PDWULFH FRQ ULJKH R FRORQQH VFDPELDWH ULVSHWWR DG XQD PDWULFH GDWD

)LVVDWD XQD PDWULFH A LO GHWHUPLQDQWH GHOOD PDWULFH B RWWHQXWD GD

A VFDPELDQGR GL SRVWR DOOH ULJKH

RG DOOH FRORQQH q SDUL D B = − A RVVLD LO GHWHUPLQDQWH FDPELD GL VHJQR HIIHWWXDQGR OR VFDPELR GL ULJKH R OR VFDPELR GL FRORQQH ,QIDWWL QHO FDVR VL VFDPELQR OH FRORQQH

§a A = ¨¨ 11 © a 21

a12 · §a ¸¸ B = ¨¨ 12 a 22 ¹ © a 22

a11 · ¸ B = a12 a 21 − a11a 22 = − A a 21 ¸¹

$QDORJDPHQWH QHO FDVR GHOOR VFDPELR GL ULJKH YDOHQGR O·XJXDJOLDQ]D WUD GHWHUPLQDQWL GL XQD PDWULFH H GHOOD VXD WUDVSRVWD

'HWHUPLQDQWH GL XQD PDWULFH FRQ ULJKH R FRORQQH SUHPROWSOLFDWH SHU XQD FRVWDQWH

6LD

§ λa A = ¨¨ 11 © λa 21

a12 · ¸ a22 ¸¹

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL RVVLD XQD FRORQQD ULVXOWD SUHPROWLSOLFDWD SHU XQD FRVWDQWH λ VHJXH

A=

λa11 a12 a a = λa11a22 − λa12a21 = λ(a11a22 − a12a21) = λ 11 12 = λ A λa21 a22 a21 a22

9DOH DQDORJD GLPRVWUD]LRQH QHO FDVR GHOOH ULJKH

'HWHUPLQDQWH FRQ ULJKH R FRORQQH SURSRU]LRQDOL

)LVVDWD XQD PDWULFH A VH XQD ULJD R XQD FRORQQD q SURSRU]LRQDOH DG XQ·DOWUD LO GHWHUPLQDQWH q QXOOR ,QIDWWL QHO FDVR LQ FXL OD VHFRQGD FRORQQD VLD SURSRU]LRQDOH DOOD SULPD LQGLFDQGR FRQ λ LO FRHIILFLHQWH GL SURSRU]LRQDOLWj VHJXH

DQDORJDPHQWH

§ a λa · ¸¸ A = λba − λab = 0 A = ¨¨ © b λb ¹

QHO

FDVR

GHOOH

ULJKH

&RPH

FDVR

SDUWLFRODUH

λ = 1

VHJXH

§a a· ¸¸ A = ba − ab = 0 RVVLD LO GHWHUPLQDQWH GL XQD PDWULFH FKH KD GXH FRORQQH XJXDOL q A = ¨¨ b b © ¹

QXOOR DQDORJDPHQWH QHO FDVR GL GXH ULJKH XJXDOL 6L RVVHUYL FKH TXHVWD SURSULHWj KD XQD LPSRUWDQWH LQWHUSUHWD]LRQH JHRPHWULFD LQ TXDQWR VH SHQVLDPR DOOD PDWULFH A FRPH PDWULFH GHL FRHIILFLHQWL GL XQ VLVWHPD GL HTXD]LRQL OLQHDUL FRQ GXH LQFRJQLWH

­°a11 x1 + a12 x 2 = b1 ® °¯a21 x1 + a22 x 2 = b2

O·HVVHUH XQD ULJD SURSRU]LRQDOH DG XQ DOWUD LPSOLFD FKH L FRHIILFLHQWL GHO SULPR PHPEUR GHOOD SULPD HTXD]LRQH VRQR SURSRU]LRQDOL D TXHOOL GHO SULPR PHPEUR GHOOD VHFRQGD HTXD]LRQH

­°a11 x1 + a12 x 2 = b1 ® 1 2 °¯λa 21 x + λa 22 x = b2

2UD LQ TXHVWR FDVR OH GXH HTXD]LRQL UDSSUHVHQWDQR GXH UHWWH SDUDOOHOH SHUWDQWR SRLFKp ULVROYHUH LO VLVWHPD GL HTXD]LRQL GDO SXQWR GL YLVWD JHRPHWULFR VLJQLILFD GHWHUPLQDUH LO SXQWR GL LQWHUVH]LRQH WUD OH GXH UHWWH VH WDOL UHWWH VRQR SDUDOOHOH LO SXQWR QRQ HVLVWH DO ILQLWR HG LO VLVWHPD QRQ SXz DPPHWWHUH VROX]LRQL '·DOWUD SDUWH DEELDPR YLVWR FKH OD VROX]LRQH DOJHEULFD GHO VLVWHPD VL HVSULPH FRPH

a 22 b1 − a12 b2 ­ 1 °x = a a − a a ° 11 22 12 21 ® ° x 2 = − a 21b1 + a11b2 °¯ a11a 22 − a12 a 21

FKH ULSRUWD D GHQRPLQDWRUH SURSULR A LO TXDOH GXQTXH GHYH QHFHVVDULDPHQWH HVVHUH QXOOR DIILQFKp QRQ VLD SRVVLELOH YDOXWDUH OH HVSUHVVLRQL GHOOH LQFRJQLWH 4XHVWD RVVHUYD]LRQH ID FRPSUHQGHUH DQFKH FRPH O·LPSLHJR GHL GHWHUPLQDQWL SXz HVVHUH XWLOH SHU DQDOL]]DUH OH FRQGL]LRQL GL SDUDOOHOLVPR GL UHWWH GL SLDQL H GL LSHUSLDQL 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL /H SUHFHGHQWL DUJRPHQWD]LRQL JHRPHWULFKH SRVVRQR HVVHUH DQFKH XWLOL]]DWH DOO·LQYHUVR SHU GLPRVWUDUH FKH VH LO GHWHUPLQDQWH A q QXOOR QHFHVVDULDPHQWH OD PDWULFH KD ULJKH FRORQQH SURSRU]LRQDOL DG HVFOXVLRQH GHL FDVL LQ FXL VL KDQQR ULJKH R FRORQQH QXOOH LQ TXHVWL FDVL LO GHWHUPLQDQWH q QXOOR DQFKH VH QRQ VL KD OD SURSRU]LRQDOLWj FRPH IDFLOPHQWH VL SXz YHULILFDUH GDOOR VYLOXSSR GHO GHWHUPLQDQWH VWHVVR ,QIDWWL VL VXSSRQJD GL DYHUH GXH UHWWH H VL YRJOLD GHWHUPLQDUH LO ORUR SXQWR GL LQWHUVH]LRQH GDO SXQWR GL YLVWD DOJHEULFR RFFRUUH ULVROYHUH XQ VLVWHPD OLQHDUH GHO WLSR

­°a11 x1 + a12 x 2 = b1 ® °¯a21 x1 + a22 x 2 = b2

GRYH OH GXH HTXD]LRQL VRQR OH HTXD]LRQL GHOOH UHWWH FRQVLGHUDWH 6H LO GHWHUPLQDQWH GHOOD PDWULFH

a · §a A = ¨¨ 11 12 ¸¸ © a21 a22 ¹

GHL FRHIILFLHQWL GHO VLVWHPD q QXOOR LO VLVWHPD QRQ DPPHWWH VROX]LRQL SHUWDQWR OH GXH UHWWH QRQ KDQQR SXQWL LQ FRPXQH DO ILQLWR RVVLD WDOL UHWWH VRQR SDUDOOHOH H FLz LPSOLFD FKH L ORUR FRHIILFLHQWL ULVXOWDQR SURSRU]LRQDOL H TXLQGL OD PDWULFH A KD ULJKH R FRORQQH SURSRU]LRQDOL

'HWHUPLQDQWH GL XQD PDWULFH FRQ ULJKH R FRORQQH HVSUHVVH FRPH VRPPD GL GXH DGGHQGL

6LD

′ · a12 + a12 §a ¸ A = ¨¨ 11 ′ ¸¹ © a21 a22 + a22

VHJXH QHO FDVR XQD FRORQQD VLD VRPPD GL GXH DGGHQGL

A=

a11 a21

′ a12 + a12 ′ )= = a11 (a22 + a′22 ) − a21 (a12 + a12 a22 + a′22

′ )= = (a11a22 − a21a12 ) + a11a′22 − a21a12

a11

a12

a21 a22

+

a11 a21

′ a12 a′22

9DOH DQDORJD GLPRVWUD]LRQH QHO FDVR GHOOH ULJKH

A=

′ a12 + a12 ′ a11 + a11 a21

a22

′ ) − a21 (a12 + a12 ′ )= = a22 (a11 + a11

′ a22 − a21a12 ′ )= = (a11a22 − a21a12 ) + (a11

a11

a12

a21 a22

+

′ a11

a21 a22

'HWHUPLQDQWH GL XQD PDWULFH SURGRWWR GL PDWULFL

6LD

a ·§ b b · §a b +a b a11b12 + a12b22 · §a ¸¸ C = AB = ¨¨ 11 12 ¸¸¨¨ 11 12 ¸¸ = ¨¨ 11 11 12 21 a a b b a b + a b a b + a b © 21 22 ¹© 21 22 ¹ © 21 11 22 21 21 12 22 22 ¹

VHJXH

3DJ

′ a12


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

C = AB ==

a11b11 + a12b21 a11b12 + a12b22 a11b11 + a12b21 a11b12 a11b11 + a12b21 a12b22 = + = a21b11 + a22b21 a21b12 + a22b22 a21b11 + a22b21 a21b12 a21b11 + a22b21 a22b22

a11b11 a11b12 a21b11 a21b12

+

a12b21 a11b12 a22b21 a21b12

+

a11b11 a12b22 a21b11 a22b22

+

a12b21 a12b22

a22b21 a22b22

1HOOD SUHFHGHQWH HVSUHVVLRQH VL q DSSOLFDWD OD SURSULHWj ULJXDUGDQWH LO FDVR GL XQD PDWULFH FRQ FRORQQH FRVWLWXLWH GD HOHPHQWL HVSUHVVH FRPH VRPPD GL GXH DGGHQGL $SSOLFDQGR OD SURSULHWj FKH SHUPHWWH GL SRUWDUH IXRUL GDO VHJQR GL GHWHUPLQDQWH OH FRVWDQWL VH HVVH SUHPROWLSOLFDQR XQD LQWHUD ULJD R FRORQQD VHJXH

C = AB =

a11b11 a11b12 a21b11 a21b12

b11b12

a11

a11

a21 a21

+

a12b21

a11b12

+

a22b21 a21b12

+ b21b12

a12

a11

a11b11

a21b11 a22b22

+ b11b22

a22 a21

a12b22 a11

+

a12

a12b21

a22b21 a22b22

+ b21b22

a21 a22

a12b22 a12

=

a12

a22 a22

,QROWUH ULVXOWD

•

•

a11

a11

a21

a21

a12

a12

a22

a22

a12

a11

a22

a21

= 0 HVVHQGR XJXDOL OH GXH FRORQQH = 0 HVVHQGR XJXDOL OH GXH FRORQQH

•

=−

a11

a12

a21

a22

DYHQGR LQYHUWLWR OH FRORQQH

'D TXDQWR RVVHUYDWR VHJXH

C = AB = b11b12

a11 a11 a a a a a a +b21b12 12 11 +b11b22 11 12 +b21b22 12 12 = a21 a21 a22 a21 a21 a22 a22 a22

0−b21b12

a11 a12 a21 a22

+b11b22

a11 a12 a21 a22

+0 =

a11 a12 a21 a22

(b11b22 −b21b12 ) =

a11 a12 b11 b12

a21 a22 b21 b22

2VVLD

AB = A B &RPH FRQVHJXHQ]D GHOOD SURSULHWj GHO SURGRWWR VH VL GHILQLVFH FRQ A n

= A â‹…

A â‹…

A....... A VL GHGXFH

n volte

n

n

A = A 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

0DWULFH LQYHUVD

6FULYLDPR LQ IRUPD PDWULFLDOH OD VROX]LRQH GHO VLVWHPD GL HTXD]LRQL ULSRUWDWR DOO·LQL]LR GHO SDUDJUDIR

a22b1 − a12b2 ­ 1 1 ­ 1 § a22 · § a12 · °x = a (a22b1 − a12b2 ) = ¨ a ¸b1 + ¨ − a ¸b2 °x = a a − a a © ¹ © ¹ ° ° 11 22 12 21 ® ® a b a b − + a a 1 § · § · 2 21 1 11 2 2 °x = °x = (−a b + a b ) = ¨ − 21 ¸b + ¨ 11 ¸b 21 1 11 2 1 2 °¯ a11a22 − a12a21 °¯ a © a ¹ © a ¹

§ a22 ¨ GD FXL X = A′B GRYH A′ = ¨ a ¨ − a 21 ¨ © a

a12 · ¸ a ¸= a11 ¸ ¸ a ¹

1 § a 22 ¨ a ¨© − a 21

− a12 · ¸ a11 ¸¹

VL ULFRUGL O·RSHUD]LRQH GL SURGRWWR GL XQR VFDODUH SHU XQD PDWULFH GRYH OR VFDODUH q GDWR GDO UHFLSURFR GL a 6L RVVHUYL FKH GDOOH GXH HTXD]LRQL PDWULFLDOL AX = B • • X = A′B VRVWLWXHQGR OD X GDWD GDOOD VHFRQGD QHOOD SULPD VHJXH AX = B AA′B = B AA′ = I OD B GDWD GDOOD SULPD QHOOD VHFRQGD VHJXH X = A′B A′AX = X A′A = I −1

'D TXDQWR SUHFHGH VL FRQFOXGH GXQTXH FKH A′A = AA′ = I A′ = A RVVLD A′ q OD PDWULFH LQYHUVD GL A $ WDOH FRQFOXVLRQH VL SXz DUULYDUH DQFKH FRQ XQ FDOFROR GLUHWWR ULSRUWDWR SHU FRPSOHWH]]D

a · § a22 − 12 ¸ 1 § a a − a a § a11 a12 ·¨ a a ¸ = ¨ 11 22 12 21 − a11a12 + a11a12 ·¸ ¸¸¨ AA′ = ¨¨ ¨ ¸ © a21 a22 ¹¨¨ − a21 a11 ¸¸ a © a21a22 − a21a22 − a21a12 + a11a22 ¹ a ¹ © a 1 § a 0 ·§ 1 0· ¸¨ ¸=I = ¨¨ a © 0 a ¸¹¨© 0 1 ¸¹ a · § a22 − 12 ¸§ a ¨ a ¸¨ 11 a12 ·¸ = 1 §¨ a11a22 − a12a21 − a11a12 + a11a12 ·¸ A′A = ¨ a ¨ − a21 a11 ¸¨© a21 a22 ¸¹ a ¨© a21a22 − a21a22 − a21a12 + a11a22 ¸¹ ¨ ¸ a ¹ © a 1 § a 0 ·§ 1 0· ¸¨ ¸=I = ¨¨ a © 0 a ¸¹¨© 0 1 ¸¹

6H LQGLFKLDPR JOL HOHPHQWL GHOOD PDWULFH LQYHUVD VHFRQGR TXDQWR ULSRUWDWR LQ WDEHOOD

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

§ a −111 a −112 · ¸ A−1 = ¨¨ −1 −1 ¸ © a 21 a 22 ¹

GDO FRQIURQWR FRQ OD SUHFHGHQWH HVSUHVVLRQH VL GHGXFH •

a22 a 22 YLHQH GHWWR &RIDWWRUH R &RPSOHPHQWR $OJHEULFR R $JJLXQWR GHOO·HOHPHQWR a a11 GL A − a12 a −1 = − a12 − a12 YLHQH GHWWR LQGLIIHUHQWHPHQWH &RIDWWRUH R &RPSOHPHQWR a12 −1 = 12 a a a11−1 =

$OJHEULFR R $JJLXQWR GHOO·HOHPHQWR a21 GL A •

− a21 − a 21 YLHQH GHWWR &RIDWWRUH R &RPSOHPHQWR $OJHEULFR R $JJLXQWR a GHOO·HOHPHQWR a12 GL A a a22 −1 = 11 a11 YLHQH GHWWR &RIDWWRUH R &RPSOHPHQWR $OJHEULFR R $JJLXQWR GHOO·HOHPHQWR a a22 GL A a21−1 =

/D PDWULFH LQYHUVD VL FDOFROD GXQTXH YDOXWDQGR L FRPSOHPHQWL DOJHEULFL H GLYLGHQGROL SHU LO GHWHUPLQDQWH XQD PDWULFH FRQ GHWHUPLQDQWH QXOOR YLHQH GHWWD VLQJRODUH −1

3HUWDQWR XQD PDWULFH A DPPHWWH XQD PDWULFH LQYHUVD A RVVLD q LQYHUWLELOH VH H VROR VH A KD LO GHWHUPLQDQWH GLYHUVR GD ]HUR RVVLD VH q QRQ VLQJRODUH 3HU TXHVWR PRWLYR QHO SDUDJUDIR OH PDWULFL LQYHUWLELOL VRQR DQFKH GHWWH QRQ VLQJRODUL (VLVWH XQ SURFHGLPHQWR PQHPRQLFR SHU FDOFRODUH L FRIDWWRUL FKH VL HVSULPH FRPH VHJXH LO FRPSOHPHQWR DOJHEULFR GHOO·HOHPHQWR aij VL RWWLHQH HOLPLQDQGR GDOOD PDWULFH HVLPD ULJD H GHOOD j − esima FRORQQD SUHPROWLSOLFDWL SHU LO YDORUH (−1) SHU YHULILFDUQH OD YDOLGLWj

§ a11

a12 · ¸¸ (−1)1+1 a22 = a22 a22 ¹

§ a11

a12 · ¸ (−1)1+ 2 a 21 = − a21 a22 ¸¹

§ a11

a12 · ¸¸ (−1) 2+1 a12 = − a12 a 22 ¹

§ a11

a12 · ¸ (−1) 2+12 a11 = − a11 a22 ¸¹

&RIDWWRUH GL a11 ¨¨ © a 21

&RIDWWRUH GL a12 ¨¨ © a21

&RIDWWRUH GL a 21 ¨¨ © a 21

&RIDWWRUH GL a22 ¨¨ © a21

i+k

A JOL HOHPHQWL GHOOD L

$SSOLFKLDPR WDOH UHJROD

,O PRWLYR SHU FXL q VWDWR LQWURGRWWR LO FRQFHWWR GL FRPSOHPHQWR DOJHEULFR q FKH WUDPLWH OD YDOXWD]LRQH GHL FRIDWWRUL FRQ OD UHJROD SUHFHGHQWH q SRVVLELOH FDOFRODUH GLUHWWDPHQWH OD PDWULFH LQYHUVD ,QIDWWL VH VL FRVWUXLVFH OD PDWULFH B WDOH FKH LO VXR HOHPHQWR bij VLD LO FRIDWWRUH GHOO·HOHPHQWR aij GHOOD PDWULFH VL KD

GD FXL YDOXWDQGR OD PDWULFH WUDVSRVWD

§ a B = ¨¨ 22 © − a12

− a21 · ¸ a11 ¸¹

3DJ

A


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

§ a B T = ¨¨ 22 © − a21

− a12 · 1 ¸¸ = aA −1 A −1 = B T a11 ¹ a

2VVLD OD PDWULFH LQYHUVD GL

A VL SXz YDOXWDUH GLYLGHQGR SHU LO GHWHUPLQDQWH GL A OD WUDVSRVWD GHOOD T PDWULFH B GHL FRPSOHPHQWL DOJHEULFL B YLHQH GHWWD 0DWULFH $JJLXQWD

9DOXWLDPR RUD LO GHWHUPLQDQWH GHOOD PDWULFH LQYHUVD GL A VHJXHQGR GXH PHWRGLFKH • SHU FDOFROR GLUHWWR

a · § a22 − 12 ¸ a a ¨ a ¸ = 22 11 − a12a21 = a22a11 − a12a21 = a = 1 A−1 = ¨ a a2 a2 a2 a2 a ¨ − a21 a11 ¸ ¨ ¸ a ¹ © a

SHU DSSOLFD]LRQH GHOOD SURSULHWj GHO GHWHUPLQDQWH SURGRWWR GL PDWULFL

AA−1 = I SHU GHILQL]LRQH GL PDWULFH LQYHUVD H I = 'D TXDQWR SUHFHGH VHJXH −1

AA

= I =1

AA −1 = A A −1 3HUWDQWR LO GHWHUPLQDQWH GHOOD PDWULFH A

1 0 = 1 0 1

½ 1 ° −1 −1 ¾ a A =1 A = a = a A −1 ° ¿

A−1 q SDUL DO UHFLSURFR RVVLD DOO·LQYHUVR GHO GHWHUPLQDQWH GL A A _1 = 1

5HJROD GL ULVROX]LRQH GHL VLVWHPL OLQHDUL 5HJROD GL &UDPHU

, GHWHUPLQDQWL SRVVRQR HVVHUH XWLOL]]DWL SHU HVSULPHUH LQ PRGR FRPSDWWR OH VROX]LRQL GHL VLVWHPL GL HTXD]LRQL OLQHDUL 3HU HYLGHQ]LDUH TXDQWR DIIHUPDWR VL FRQVLGHUL GL QXRYR OD VROX]LRQH GHO VLVWHPD GL HTXD]LRQL GL LQL]LR SDUDJUDIR

a22b1 − a12b2 ­ 1 °x = a a − a a ° 11 22 12 21 ® ° x 2 = − a21b1 + a11b2 °¯ a11a22 − a12 a21

&RPH JLj RVVHUYDWR L GHQRPLQDWRUL VRQR XJXDOL H SDUL D

a11 a21

a12 = a11a 22 − a12 a21 a22

3HU TXDQWR ULJXDUGD L QXPHUDWRUL YDOH TXDQWR VHJXH 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

•

•

1

1XPHUDWRUH GL x q SDUL D b1a22 − a12 b2 =

b1 b2

a12 RVVLD q GDWR GDO GHWHUPLQDQWH GHOOD a22

PDWULFH RWWHQXWD VRVWLWXHQGR OD SULPD FRORQQD GL A FRQ OD FRORQQD GHL WHUPLQL QRWL 2

1XPHUDWRUH GL x q SDUL D − a21b1 + a11b2 =

a11 b1 RVVLD q GDWR GDO GHWHUPLQDQWH GHOOD a21 b2

PDWULFH RWWHQXWD VRVWLWXHQGR OD VHFRQGD FRORQQD GL A FRQ OD FRORQQD GHL WHUPLQL QRWL ,Q FLz FRQVLVWH OD UHJROD GL &UDPHU FKH SHUPHWWH GL VFULYHUH OH UHOD]LRQL VHJXHQWL

x1 =

a 22 b1 − a12 b2 a11a 22 − a12 a 21

b1 a12 a11 b1 b a 22 a b2 − a 21b1 + a11b2 = 2 ; x2 = = 21 a11 a12 a11a 22 − a12 a 21 a11 a12 a 21 a 22 a 21 a 22

3RLFKp LO FDOFROR GHOOH LQFRJQLWH q ULFRQGRWWR D TXHOOR GHL GHWHUPLQDQWL VL SRVVRQR DYHUH XWLOL LQIRUPD]LRQL D SDUWLUH GDOOH SURSULHWj GHL GHWHUPLQDQWL VWHVVL FRPH DG HVHPSLR •

VH A = 0 LO VLVWHPD QRQ DPPHWWH VROX]LRQL H VX TXHVWR SXQWR q JLj VWDWR RVVHUYDWR LO VLJQLILFDWR JHRPHWULFR GL WDOH FRQGL]LRQH

•

VH OD FRORQQD GHL WHUPLQL QRWL q SURSRU]LRQDOH DOOD VHFRQGD FRORQQD GHOOD PDWULFH LQ TXDQWR

b1 b2

A x1 = 0

a12 = 0 a22

'HWHUPLQDQWH GL XQD PDWULFH GL GLPHQVLRQH [

$QFKH LQ TXHVWR FDVR SDUWLDPR GD XQ VLVWHPD OLQHDUH GL WUH HTXD]LRQL QHOOH WUH LQFRJQLWH ( x

1

, x 2 , x 3 )

­a11 x1 + a12 x 2 + a13 x 3 = b1 °° 1 2 3 ®a21 x + a22 x + a23 x = b2 ° 1 2 3 °¯a31 x + a32 x + a33 x = b3

7DOH VLVWHPD q HVSULPLELOH LQ IRUPD PDWULFLDOH FRQ O·HTXD]LRQH GL SURGRWWR WUD PDWULFL H YLHQH SRVWR FRPH DO VROLWR •

§ a11 ¨ A = ¨ a21 ¨a © 31

•

§ x1 · § b1 · ¨ ¸ ¨ ¸ X = ¨ x 2 ¸ H B = ¨ b2 ¸ ULVSHWWLYDPHQWH ¨b ¸ ¨¨ x 3 ¸¸ © 3¹ © ¹

a12 a22 a32

AX = B LQ FXL VL XWLOL]]D O·RSHUD]LRQH

a13 · ¸ a23 ¸ PDWULFH FRHIILFLHQWL a33 ¸¹

PDWULFH FRORQQD GHOOH LQFRJQLWH H GHL WHUPLQL QRWL &RQ GHL SDVVDJJL DOJHEULFL DEEDVWDQ]D OXQJKL PD VHPSOLFL q IDFLOPHQWH GHWHUPLQDELOH OD VROX]LRQH GHO VLVWHPD RVVLD OH HVSUHVVLRQL GHOOH WUH LQFRJQLWH LQ IXQ]LRQH GHJOL HOHPHQWL GHOOD PDWULFH A H B 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

­ 1 a22a33b1 − a23a32b1 − a12a33b2 + a12a23b3 + a13a32b2 − a13a22b3 °x = a11a22a33 − a11a23a32 − a12a21a33 + a12a23a31 + a13a21a32 − a13a22a31 ° ° 2 a11a33b2 − a11a23b3 − a21a33b1 + a23a31b1 + a13a21b3 − a13a31b2 ®x = − − + + − a a a a a a a a a a a a a a a a a a 11 22 33 11 23 32 12 21 33 12 23 31 13 21 32 13 22 31 ° ° 3 a11a22b3 − a11a32b2 − a12a21b3 + a12a31b2 + a21a32b1 − a22a31b1 °x = a11a22a33 − a11a23a32 − a12a21a33 + a12a23a31 + a13a21a32 − a13a22a31 ¯

6L FKLDPD GHWHUPLQDQWH GHOOD PDWULFH

A(3 × 3) R GHWHUPLQDQWH GHO WHU]R RUGLQH OD TXDQWLWj D 1

, x 2 , x 3 ) , VLPEROL XWLOL]]DWL VRQR DQDORJKL DO FDVR GHO GHWHUPLQDQWH GL XQD PDWULFH GL GLPHQVLRQL (2 × 2)

GHQRPLQDWRUH GHOOH HVSUHVVLRQL FKH IRUQLVFRQR LO YDORUH GHOOD WHUQD GL LQFRJQLWH ( x

½ a11 a12 a13 ° Det ( A) ¾ = a21 a22 a23 = Det (aij )°¿ a31 a32 a33 = a11a22 a33 − a11a23a32 − a12 a21a33 + a12 a23a31 + a13a21a32 − a13a22 a31 A

1HO VHJXLWR GHO SDUDJUDIR OH FRQVLGHUD]LRQL VYROWH VL ULIHULVFRQR D PDWULFL TXDGUDWH GL GLPHQVLRQL [

6YLOXSSR GHO GHWHUPLQDQWH FRPH VRPPD GL GHWHUPLQDQWL GHO VHFRQGR RUGLQH

/·HVSUHVVLRQH SUHFHGHQWH SXz HVVHUH PDQLSRODWD SHU HVSULPHUH XQ GHWHUPLQDQWH GL RUGLQH FRPH VRPPD GL GHWHUPLQDQWL GL RUGLQH GHULYDWL GDJOL HOHPHQWL GHOOD PDWULFH GL SDUWHQ]D A(3 × 3) L GHWHUPLQDQWL GL RUGLQH SL EDVVR GHULYDWL GD XQR GL RUGLQH SL DOWR YHQJRQR GHWWL PLQRUL XQ GHWHUPLQDQWH GHO WHU]R RUGLQH SXz DYHUH PLQRUL GHO VHFRQGR RUGLQH RVVLD GHWHUPLQDQWL GL RUGLQH GXH FRQ HOHPHQWL GD HVVR GHGRWWL H GHWHUPLQDQWL GL RUGLQH XQR FKH QRQ VRQR DOWUR FKH JOL HOHPHQWL GHOOD PDWULFH VWHVVD 3HU GLPRVWUDUH OR VYLOXSSR GL XQ GHWHUPLQDQWH GHO WHU]R RUGLQH FRPH VRPPD GL DOFXQL PLQRUL GL RUGLQH GXH VL PHWWDQR LQ HYLGHQ]D JOL HOHPHQWL GHOOD SULPD ULJD GL A QHOO·HVSUHVVLRQH GHO VXR GHWHUPLQDQWH

A = a11a22a33 − a11a23a32 − a12a21a33 + a12a23a31 + a13a21a32 − a13a22a31 = = a11(a22a33 − a23a32 ) − a12 (a21a33 − a23a31) + a13 (a21a32 − a22a31) 6L RVVHUYL RUD FKH

•

a22 a32

a23 = a22 a33 − a 23 a32 a33

•

a21 a31

a23 = a21a33 − a 23 a31 a33

a21 a31

a22 = a21a32 − a22 a31 a32

•

3HUWDQWR YDOH OD VHJXHQWH XJXDJOLDQ]D

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

a11 A = a21 a31

a12 a22 a32

a13 a22 a23 = a11 a32 a33

a23 a21 − a12 a33 a31

a23 a21 + a13 a33 a31

a22 a32

3HU FRPH q VWDWD FRVWUXLWD OD SUHFHGHQWH HVSUHVVLRQH L FRHIILFLHQWL GHL GHWHUPLQDQWL GHO VHFRQGR RUGLQH VRQR JOL HOHPHQWL GHOOD SULPD ULJD GHOOD PDWULFH A SHUWDQWR YLHQH GHWWR FKH LO GHWHUPLQDQWH q VWDWR FDOFRODWR VYLOXSSDQGROR VHFRQGR OD SULPD ULJD ,O VHJQR SRVLWLYR R QHJDWLYR GHL FRHIILFLHQWL SXz HVVHUH YDOXWDWR FRPH VHJXH • VHJQR VH OD VRPPD GHJOL LQGLFL GL ULJD H FRORQQD (i + j ) q SDUL •

VHJQR VH OD VRPPD GHJOL LQGLFL GL ULJD H FRORQQD (i +

2SSXUH DQWHSRQHQGR VHPSOLFHPHQWH O·HVSUHVVLRQH (−1)

a11

a12

A = a21 a22 a31 a32

(i+ j )

a13

a a23 = (−1) (1+1) a11 22 a32 a33 + (−1) (1+3) a13

a21 a31

j ) q GLVSDUL

a23 a + (−1) (1+ 2) a12 21 a33 a31

a23 + a33

a22 a32

'DO SXQWR GL YLVWD RSHUDWLYR L GHWHUPLQDQWL GHO VHFRQGR RUGLQH VL SRVVR IDFLOPHQWH ULFDYDUH GDOOD

a11 WDEHOOD a21 a31

a12 a22 a32

a13 a23 FRPH LQGLFDWR QHO VHJXLWR LQ FXL FRQ OH OLQHH VL YXROH HYLGHQ]LDUH OH ULJKH H OH a33

FRORQQH FKH GHEERQR HVVHUH WROWH GDOOD WDEHOOH FRPSOHWD •

a11 a21 a31

a12 a22 a32

a13 a22 a23 a32 a33

a23 a33

a11 a21 a31

a12 a 22 a32

a13 a 21 a23 a31 a33

a23 a33

a11 a21 a31

a12 a 22 a32

a13 a 21 a23 a31 a33

a22 a32

/R VYLOXSSR GHO GHWHUPLQDQWH GL RUGLQH WUH FRPH VRPPD GL GHWHUPLQDQWH GHO VHFRQGR RUGLQH SXz HVVHUH HIIHWWXDWR DQFKH ULVSHWWR DOOD SULPD FRORQQD 3HU GLPRVWUDUH OD YDOLGLWj GL WDOH DIIHUPD]LRQH VL FRQVLGHUL GL QXRYR O·HVSUHVVLRQH GL A LQ FXL VRQR PHVVL LQ HYLGHQ]D L FRHIILFLHQWL GHOOD SULPD FRORQQD GHOOD PDWULFH A

A = a11a22a33 − a11a23a32 − a12a21a33 + a12a23a31 + a13a21a32 − a13a22a31 = = a11(a22a33 − a23a32 ) − a21 (a12a33 − a13a32 ) + a31 (a12a23 − a22a13 ) 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL 6L RVVHUYL RUD FKH

a22 a32

a23 = a22 a33 − a 23 a32 a33

a12 a23

a13 = a12 a33 − a13 a32 a33

a12 a13

a22 = a12 a23 − a 22 a13 a23

3HUWDQWR YDOH OD VHJXHQWH XJXDJOLDQ]D

a11 A = a21 a31

a12 a22 a32

a13 a22 a23 = a11 a32 a33

a23 a12 − a21 a33 a23

a13 a12 + a31 a33 a13

a22 a23

6L YHGH GXQTXH FKH LO GHWHUPLQDQWH q VWDWR VYLOXSSDWR VHFRQGR OD VRPPD GL WUH GHWHUPLQDQWL GHO VHFRQGR RUGLQH SUHPROWLSOLFDWL SHU L FRHIILFLHQWL GHOOD SULPD FRORQQD LO FXL VHJQR YLHQH GHWHUPLQDWR LQ PRGR DQDORJR D TXDQWR YLVWR QHO FDVR GHOOR VYLOXSSR VHFRQGR OD SULPD ULJD

a11

a12

A = a21 a22 a31 a32

a13

a a23 = (−1) (1+1) a11 22 a32 a33 + (−1) (1+3) a31

a12 a13

a23 a + (−1) (1+ 2) a21 12 a33 a23

a13 + a33

a22 a23

'DO SXQWR GL YLVWD RSHUDWLYR L GHWHUPLQDQWL GHO VHFRQGR RUGLQH VL SRVVR IDFLOPHQWH UDSSUHVHQWDUH FRPH LQGLFDWR QHO VHJXLWR LQ FXL FRQ OH OLQHH VL YXROH HYLGHQ]LDUH OH ULJKH H OH FRORQQH FKH GHEERQR HVVHUH WROWH GDOOD WDEHOOH FRPSOHWD •

a11 a21 a31

a12 a 22 a32

a13 a 21 a23 a31 a33

a22 a32

a11 a21 a31

a12 a 22 a32

a13 a11 a23 a31 a33

a12 a32

a11 a21 a31

a12 a 22 a32

a13 a a23 11 a 21 a33

a12 a22

*OL VYLOXSSL SUHFHGHQWL VRQR GHL FDVL SDUWLFRODUL LQ TXDQWR q IDFLOPHQWH GLPRVWUDELOH OD SRVVLELOLWj GL VYLOXSSDUH LO GHWHUPLQDQWH VHFRQGR XQD TXDOVLDVL ULJD HG XQD TXDOVLDVL FRORQQD q VXIILFLHQWH

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

PHWWHUH LQ HYLGHQ]D L WHUPLQL GHOOD ULJD R GHOOD FRORQQD SUHVFHOWD QHOO·HVSUHVVLRQH GL

A H GHGXUUH L

PLQRUL GHO VHFRQGR RUGLQH FRQ XQ SURFHGLPHQWR DQDORJR D TXHOOR VRSUD LOOXVWUDWR $QFKH OD UHJROD JUDILFD FRQ O·HOLPLQD]LRQH GHOOH ULJKH H GHOOH FRORQQH GDOOD PDWULFH A q GHO WXWWR DQDORJD D TXHOOH SUHVHQWDWH QHO FDVR GHOOR VYLOXSSR VHFRQGR OD SULPD ULJD R OD SULPD FRORQQD 3HU FRPSOHWH]]D VL ULSRUWD FRPH HVHPSLR OR VYLOXSSR GHO GHWHUPLQDQWH VHFRQGR OD VHFRQGD FRORQQD • GHWHUPLQD]LRQH GHL PLQRUL GHO VHFRQGR RUGLQH

a11 a21 a31

a12 a 22 a32

a13 a 21 a23 a31 a33

a23 a33

a11 a21 a31

a12 a22 a32

a13 a11 a23 a31 a33

a13 a33

a11 a21 a31

a12 a 22 a32

a13 a11 a23 a 21 a33

a13 a23

VYLOXSSR GHO GHWHUPLQDQWH

a11

a12

A = a21 a22 a31 a32

a13

a a23 = (−1) (1+ 2) a12 21 a31 a33 + (−1) (3+ 2) a32

a23 a + (−1) ( 2+ 2) a22 11 a33 a31

a13 + a33

a11 a13 a21 a23

6L RWWLHQH GXQTXH

a11 A = a21 a31

a12 a22 a32

a13 a21 a23 = −a12 a31 a33

a23 a11 + a22 a33 a31

a13 a11 − a32 a33 a21

a13 a23

9HGLDPR XQ HVHPSLR QXPHULFR

1 2 0 3 1 3 = (−1) (1+1) 1 2 0 1

1 3 3 3 3 1 + (−1) ( 2+1) 2 + (−1) (3+1) = 0 1 2 1 2 0

= 1 − 2(3 − 6) + 1(−2) = 5

,QGLFDWRUH GL /HYL &LYLWD

1HO FDVR SUHVHQWH O·LQGLFDWRUH GL /HYL &LYLWD YLHQH GHILQLWR FRPH XQ HQWH D WUH LQGLFL ε LQ FXL FLDVFXQ LQGLFH (i, j , k ) SXz DVVXPHUH L YDORUL SHUWDQWR O·LQGLFDWRUH KD FRPSRQHQWL ijk

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL FDUDWWHUL]]DWL GD YDORUL GLYHUVL GHOOD WHUQD (i, j , k ) EDVWD SHQVDUH FKH LO SULPR LQGLFH SXz DVVXPHUH WUH YDORUL RJQXQR GHL TXDOL SXz HVVHUH FRPELQDWR FRQ XQR TXDOVLDVL GHL WUH YDORUL GHO VHFRQGR LQGLFH RWWHQHQGR QRYH YDORUL RJQXQR GHL TXDOL FRPELQDWR FRQ L WUH YDORUL GHO WHU]R LQGLFH SRUWD D YDORUL GLYHUVL GHOOD WHUQD GL LQGLFL /D GHILQL]LRQH HVSOLFD GL FLDVFXQD FRPSRQHQWH q GL VHJXLWR ULSRUWDWD

ε ijk

ª­ε 111 = ε 112 = ε 113 = ε 121 = ε 122 = ε 131 = ε 133 = 0 º «°° 211 » = ε 212 = ε 221 = ε 222 = ε 223 = ε 232 = ε 233 = 0» § i = 1..3 · «®ε «° 311 Ȭ ¸ 313 = ε 322 = ε 323 = ε 331 = ε 332 = ε 333 = 0 » ¨ j = 1..3 ¸ = «¯°ε = ε « 123 » ¨ k = 1..3 ¸ 231 ¹ = ε 312 = +1 «­°ε = ε »© «® 132 » 213 = ε 321 = −1 ¬«°¯ε = ε ¼»

3RLFKp GDOOH HVSUHVVLRQL SUHFHGHQWL VL HYLQFH FKH LO YDORUH GL ε GLSHQGH GDOOD FRQILJXUD]LRQH GHOOD WHUQD GL LQGLFL DOOR VFRSR GL FKLDULUH LO FRPSRUWDPHQWR GHOO·LQGLFDWRUH GL /HYL ²&LYLWD RFFRUUH GDUH DOFXQH GHILQL]LRQL VXOOH VHTXHQ]H QXPHULFKH QHO QRVWUR FDVR GL WUH LQGLFL FKH DVVXPRQR L YDORUL LQWHUL • YLHQH GHWWD VHTXHQ]D D WUH YDORUL LQWHUL XQD WHUQD GHJOL LQGLFL FKH DVVXPH YDORUL QHL SULPL WUH LQWHUL LQ FXL QRQ VL KD ULSHWL]LRQH GHL YDORUL HVHPSLR q XQD VHTXHQ]D QRQ q XQD VHTXHQ]D • OD VHTXHQ]D YLHQH GHWWD VHTXHQ]D IRQGDPHQWDOH • VL GLFH SHUPXWD]LRQH ULVSHWWR DOOD VHTXHQ]D IRQGDPHQWDOH XQD RSHUD]LRQH GL VFDPELR GHWWD DQFKH RSHUD]LRQH GL LQYHUVLRQH GHOOH SRVL]LRQL GHL YDORUL QHOOD VHTXHQ]D IRQGDPHQWDOH FKH SRUWD DOOD GHWHUPLQD]LRQH GL XQ·DOWUD VHTXHQ]D OD TXDOH TXLQGL q RWWHQXWD GDOOD IRQGDPHQWDOH VFDPELDQGR GL SRVWR DL YDORUL DG HVHPSLR q RWWHQXWD WUDPLWH XQD SHUPXWD]LRQH GL LQ TXDQWR LO HG LO VRQR VWDWL VFDPELDWL GL SRVWR RVVLD VRQR VWDWL SHUPXWDWL • VL GLFH SHUPXWD]LRQH LGHQWLFD RG XQLWj OD SHUPXWD]LRQH FKH QRQ HVHJXH DOFXQR VFDPELR RVVLD ODVFLD LQYDULDWH OH SRVL]LRQL • VL GLFH FKH XQD SHUPXWD]LRQH q SDUL ULVSHWWR DOOD VHTXHQ]D IRQGDPHQWDOH VH LO QXPHUR GL VFDPEL QHFHVVDUL SHU ULSRUWDUH OD VHTXHQ]D GDWD D TXHOOD IRQGDPHQWDOH q SDUL HVHPSLR SUHVD OD VHTXHQ]D SHU ULWRUQDUH DOOD VHTXHQ]D IRQGDPHQWDOH q QHFHVVDULR HIIHWWXDUH GXH VFDPEL FRQ H FRQ (231 → 213 → 123) ijk

•

VL GLFH FKH XQD SHUPXWD]LRQH q GLVSDUL ULVSHWWR DOOD VHTXHQ]D IRQGDPHQWDOH VH LO QXPHUR GL VFDPEL QHFHVVDUL SHU ULSRUWDUH OD VHTXHQ]D GDWD D TXHOOD IRQGDPHQWDOH q GLVSDUL DG HVHPSLR SUHVD OD VHTXHQ]D RFFRUUH HVHJXLUH XQ VROR VFDPELR SHU ULWRUQDUH DOOD VHTXHQ]D IRQGDPHQWDOH (132 → 123)

• OD SHUPXWD]LRQH LGHQWLFD YLHQH FRQVLGHUDWD XQD SHUPXWD]LRQH SDUL SHU GHILQL]LRQH 'D XQ SXQWR GL YLVWD VLPEROLFR OH SHUPXWD]LRQL ULVSHWWR DOOD VHTXHQ]D IRQGDPHQWDOH VRQR UDSSUHVHQWDWH FRPH QHJOL HVHPSL VHJXHQWL LQ FXL LQ DOWR q ULSRUWDWD OD VHTXHQ]D IRQGDPHQWDOH HG LQ EDVVR OD VHTXHQ]D RWWHQXWD GDOOD SHUPXWD]LRQH • •

§123 · ¸¸ SHUPXWD]LRQH FRQ VFDPELR GL FRQ P = ¨¨ ©132 ¹ §123 · ¸¸ SHUPXWD]LRQH LGHQWLFD I = ¨¨ ©123 ¹

$ YROWH SHU VHPSOLFLWj VL XVD LO WHUPLQH SHUPXWD]LRQH ULIHULWR GLUHWWDPHQWH DOOD VHTXHQ]D RWWHQXWD SHUPXWDQGR OD VHTXHQ]D IRQGDPHQWDOH SHUWDQWR q G·XVR GLUH DG HVHPSLR OD SHUPXWD]LRQH

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL LQWHQGHQGR OD VHTXHQ]D RWWHQXWD GDOOD VHTXHQ]D IRQGDPHQWDOH WUDPLWH OD SHUPXWD]LRQH GL FRQ &RQ WDOH VLJQLILFDWR GXQTXH YLHQH GHWWR FKH q OD SHUPXWD]LRQH IRQGDPHQWDOH Ë IRQGDPHQWDOH VRWWROLQHDUH FKH OD SURSULHWj GL XQD SHUPXWD]LRQH GL HVVHUH SDUL R GLVSDUL q LQWULQVHFD RVVLD LQGLSHQGHQWH GDOOD PRGDOLWj LQ FXL VL VFHJOLH GL HIIHWWXDUH JOL VFDPEL 8Q HVHPSLR SXz FKLDULUH WDOH DIIHUPD]LRQH 6LD GDWD OD SHUPXWD]LRQH SHU RWWHQHUH OD SHUPXWD]LRQH IRQGDPHQWDOH VL SRVVRQR VHJXLUH SL VWUDGH 231 → 213 → 123 GXH VFDPEL • • 231 → 321 → 312 → 132 → 123 TXDWWUR VFDPEL 1HO SULPR FDVR VL HVHJXRQR GXH VFDPEL PHQWUH QHO VHFRQGR VL HIIHWWXDQR TXDWWUR VFDPEL LQ HQWUDPEL L FDVL LO QXPHUR GL VFDPEL q SDUL /H SURSULHWj GL SDULWj H GLVSDULWj GHOOH SHUPXWD]LRQL VRQR LQWULQVHFKH LQ TXDQWR XQ VLQJROR VFDPELR WUDVIRUPD XQD SHUPXWD]LRQH SDUL LQ XQD GLVSDUL H YLFHYHUVD ,Q EDVH DOOH GHILQL]LRQL GDWH VXOOH SHUPXWD]LRQL HG DL YDORUL DVVXQWL GD ε • • •

ijk

VL SXz VWDELOLUH FKH

ε ijk = 0 VH QHJOL LQGLFL VL KDQQR GHL YDORUL ULSHWXWL DG HVHPSLR HFF RVVLD VH OH

WHUQH GL LQGLFL QRQ FRVWLWXLVFRQR XQD VHTXHQ]D VHFRQGR OD GHILQL]LRQH IRUQLWD

ε ijk = +1 VH OD WHUQD GL LQGLFL q GDWD GDOOD VHTXHQ]D IRQGDPHQWDOH RSSXUH GD XQD VXD

SHUPXWD]LRQH SDUL HVHPSLR

ε ijk = −1 VH OD WHUQD GL LQGLFL q GDWD GD XQD VHTXHQ]D RWWHQXWD FRPH SHUPXWD]LRQH GLVSDUL

GHOOD VHTXHQ]D IRQGDPHQWDOH HVHPSLR

'DOOH SUHFHGHQWL SURSULHWj VHJXH FKH ε

ijk

= ( −1)ε

jik

= ( −1)ε ikj ,QIDWWL VH (ijk ) q XQD SHUPXWD]LRQH

SDUL FRQVHJXHQWHPHQWH ( jik ) H (ikj ) VRQR SHUPXWD]LRQL GLVSDUL H YLFHYHUVD LQ TXDQWR GLIIHULVFRQR SHU XQD SRVL]LRQH H TXLQGL VL GHYH DYHUH XQD LQYHUVLRQH GL VHJQR VH ε

ijk

= +1 SRLFKp (ijk ) q SDUL ε

VH ε

ijk

= −1 SRLFKp (ijk ) q GLVSDUL ε

ε qrh = (−1)ε ijk VH q GLVSDUL LO QXPHUR GL VFDPEL GHWWL DQFKH LQYHUVLRQL GHL WHUPLQL GL (qrh)

jik

= −1

SRLFKp

( jik ) q GLVSDUL

jik

= +1 SRLFKp ( jik ) q SDUL ,Q JHQHUDOH VXSSRQHQGR GL DYHUH GXH WHUQH GL LQGLFL (ijk ) H (qrh) LQ FXL OD VHFRQGD UDSSUHVHQWD XQD SHUPXWD]LRQH GL (ijk ) DG HVHPSLR (qrh) (kij ) VL KD SHU DUULYDUH DOOD WHUQD

(ijk ) ,QIDWWL VH (ijk ) q XQD SHUPXWD]LRQH SDUL (qrh) q XQD SHUPXWD]LRQH GLVSDUL SRLFKp GLIIHULVFH GD (ijk ) SHU XQ QXPHUR GLVSDUL GL VSRVWDPHQWL YLFHYHUVD VH (ijk ) q XQD SHUPXWD]LRQH GLVSDUL (qrh) q XQD SHUPXWD]LRQH SDUL ,Q HQWUDPEL R FDVL ε

ε

qrh

qrh

q GL VHJQR RSSRVWR D ε

= (+1)ε

ijk

ijk

VH q SDUL LO QXPHUR GL LQYHUVLRQL GHL WHUPLQL GL (qrh) SHU DUULYDUH DOOD (ijk ) OD GLPRVWUD]LRQH q DQDORJD DO SXQWR SUHFHGHQWH 6L GLFH FKH OD VHTXHQ]D (qrh) q XQD SHUPXWD]LRQH SDUL GLVSDUL GHOOD VHTXHQ]D (ijk ) VH LO QXPHUR GL •

LQYHUVLRQL FKH RFFRUUH IDUH SHU SDVVDUH GD (qrh) D (ijk ) q SDUL GLVSDUL $OORUD L ULVXOWDWL GHL GXH SUHFHGHQWL SXQWL VL SRVVRQR FRPSHQGLDUH FRPH VHJXH • •

ε qrh = (−1)ε ijk VH (qrh) q XQD SHUPXWD]LRQH GLVSDUL GHOOD VHTXHQ]D (ijk ) ε qrh = (+1)ε ijk VH (qrh) q XQD SHUPXWD]LRQH SDUL GHOOD VHTXHQ]D (ijk )

,QROWUH GHWWR

p LO QXPHUR GL LQYHUVLRQL SHU SDVVDUH GD XQD VHTXHQ]D DOO·DOWUD VL SXz SRUUH

ε qrh = (−1) p ε ijk 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

p

8Q PHWRGR SHU GHWHUPLQDUH UDSLGDPHQWH LO YDORUH GL (−1) QHOOD IRUPXOD SUHFHGHQWH q LO VHJXHQWH SRLFKp WDOH IRUPXOD GHYH YDOHUH SHU TXDOVLDVL YDORUH GHJOL LQGLFL H SRLFKp p QRQ GLSHQGH GDO YDORUH GHJOL LQGLFL VWHVVL VL SRQJD

(ijk ) FRQVHJXHQWHPHQWH (qrh) DYUj XQ EHQ GHWHUPLQDWR YDORUH

GHQRWDWR FRQ (qrh) GD FLz VHJXH ε $G HVHPSLR VLD

qrh

= (−1) p ε 123 ε qrh = (−1) p ε qrh = ε qrhε ijk

(qrh) (kij ) LQ FXL p VH (ijk ) VHJXH (qrh) (qrh) GD FXL

ε qrh = ε 312 = −1 GD FLz VHJXH ε qrh = ε 312ε ijk = (−1)ε ijk

5DSSUHVHQWD]LRQH GL XQ GHWHUPLQDQWH WUDPLWH O·LQGLFDWRUH GL /HYL &LYLWD

5LSUHQGLDPR O·HVSUHVVLRQH HVSOLFLWD GHO GHWHUPLQDQWH

A = a11a22a33 − a11a23a32 − a12a21a33 + a12a23a31 + a13a21a32 − a13a22a31 GD FXL ULVXOWD FKH LO GHWHUPLQDQWH q FRVWLWXLWR GD VHL SURGRWWL FLDVFXQR GL WUH HOHPHQWL GHOOD PDWULFH

A

GHOOD IRUPD a1i a2 j a3k GRYH TXLQGL VL SXz QRWDUH • •

L SULPL LQGLFL TXHOOL GL ULJD VRQR ILVVL H SDUL DOOD SHUPXWD]LRQH IRQGDPHQWDOH L VHFRQGL LQGLFL TXHOOL GL FRORQQD YDULDQR FRPH OH SHUPXWD]LRQL SDUL H GLVSDUL GHOOD IRQGDPHQWDOH HVHPSLR LO SULPR WHUPLQH q a11a22 a33 H TXLQGL L VHFRQGL LQGLFL IRUPDQR OD SHUPXWD]LRQH IRQGDPHQWDOH LO VHFRQGR WHUPLQH a11a23 a32 LQ FXL L VHFRQGL LQGLFL IRUPDQR OD SHUPXWD]LRQH GLVSDUL HFF

5LFRUGDQGR OH SURSULHWj GHOO·LQGLFDWRUH ε SHU ULJKH

a11 a21 a31

ijk

VL SXz RWWHQHUH O·HVSUHVVLRQH VHJXHQWH GHWWR VYLOXSSR

a12 a22 a32

a13 a23 = a = ε ijk a1i a2 j a3k a33

,Q FXL L WUH LQGLFL DVVXPRQR L YDORUL H YLHQH XWLOL]]DWD OD FRQYHQ]LRQH VL (LQVWHLQ VXOOD VRPPD OD VRPPD q HVWHVD DJOL LQGLFL LQGLFDWL FRQ OD VWHVVD OHWWHUD

Ë SRVVLELOH FRPSLHUH XQ DQDORJR VYLOXSSR SHU FRORQQH

a11 a21 a31

a12 a22 a32

a13 a23 = a = ε ijk ai1a j 2 ak 3 a33

%DVWD RVVHUYDUH FKH

A = a11a22a33 − a11a23a32 − a12a21a33 + a12a23a31 + a13a21a32 − a13a22a31 SXz HVVHUH VFULWWR DQFKH FRPH VHJXH

A = a11a22a33 − a11a32a23 − a21a12a33 + a31a12a23 + a21a32a13 − a31a22a13 RVVLD FRPH VRPPD GL WHUPLQL a1i a2 j a3k LQ FXL 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL • •

L VHFRQGL LQGLFL TXHOOL GL FRORQQD VRQR ILVVL H SDUL DOOD SHUPXWD]LRQH IRQGDPHQWDOH L SULPL LQGLFL TXHOOL GL ULJD YDULDQR FRPH OH SHUPXWD]LRQL SDUL H GLVSDUL GHOOD IRQGDPHQWDOH

4XHVWR GLVFRUVR SXz HVVHUH XOWHULRUPHQWH JHQHUDOL]]DWR YHGLDPR DOFXQL HVHPSL

A = ε kij a1k a2i a3 j = ε kij a2i a1k a3 j 6L ULFRUGL RUD FKH ε kij = ε 312ε ijk = ε 231ε ijk SHUWDQWR VL SXz

SRUUH

(

ε 231 A = ε ijk a2i a3 j a1k

(

)

A = ε kij a1k a2i a3 j = ε kij a2i a3 j a1k = ε 231 ε ijk a2i a3 j a1k GD FXL VHJXH

) ,O YDORUH ε

231 SXz HVVHUH SRUWDWR D SULPR PHPEUR HVVHQGR SDUL

A =ε

jik

a1 j a2i a3k = ε

jik

a2i a1 j a3k 6L ULFRUGL RUD FKH ε

A =ε

jik

a1 j a2i a3k = ε

jik

a2i a1 j a3k = ε 213 ε ijk a2i a1 j a3k GD

(

ε 213 A = ε ijk a2i a1 j a3k

(

jik

)

= ε 213ε ijk SHUWDQWR VL SXz SRUUH FXL

VHJXH

) ,O YDORUH ε 213 HVVHQGR XJXDOH D SXz HVVHUH SRUWDWR D SULPR

PHPEUR PROWLSOLFDQGR HQWUDPEL L PHPEUL SHU 'DL SUHFHGHQWL GXH HVHPSL SRVVLDPR GHGXUUH O·HVSUHVVLRQH SL JHQHUDOH GHOOR VYLOXSSR GL XQ GHWHUPLQDQWH ,QIDWWL GHWWD pqr XQD SHUPXWD]LRQH GHOOD WHUQD ULVXOWD

(

ε pqr A = ε ijk a pi aqj ark

)

3URSULHWj GHL GHWHUPLQDQWL GHO WHU]R RUGLQH

8Q GHWHUPLQDQWH GHO WHU]R RUGLQH q VYLOXSSDELOH FRPH VRPPD GL GHWHUPLQDQWL GL RUGLQH GXH GD TXHVWD RVVHUYD]LRQH q IDFLOPHQWH GHGXFLELOH OD YDOLGLWj SHU L GHWHUPLQDQWL GL RUGLQH WUH GL WXWWH OH SURSULHWj GLPRVWUDWH QHO FDVR GL RUGLQH GXH 3HU FRPSOHWH]]D YHQJRQR ULSRUWDWH OH GLPRVWUD]LRQL IDFHQGR XVR GHOO·HVSUHVVLRQH GHO GHWHUPLQDQWH WUDPLWH O·LQGLFDWRUH GL /HYL &LYLWD

'HWHUPLQDQWH GHOOD PDWULFH WUDVSRVWD

6L ULFRUGL FKH SHU GHILQL]LRQH GL PDWULFH WUDVSRVWD GHWWD

A XQD PDWULFH H AT OD VXD WUDVSRVWD VL KD

aij T = a ji 'D FLz VHJXH

AT = ε ijk a1i T a2 j T a3k T = ε ijk ai1a j 2 ak 3 = A SHUWDQWR LO GHWHUPLQDQWH GHOOD WUDVSRVWD GL XQD PDWULFH q SDUL DO GHWHUPLQDQWH GHOOD PDWULFH GDWD 3HUWDQWR VL SXz GHGXUUH FKH WXWWH OH SURSULHWj GHL GHWHUPLQDQWL FKH YDOJRQR SHU OH ULJKH YDOJRQR DQFKH SHU OH FRORQQH

'HWHUPLQDQWH GL XQD PDWULFH FRQ ULJKH R FRORQQH VFDPELDWH ULVSHWWR DG XQD PDWULFH GDWD

)LVVDWD XQD PDWULFH FKH •

A VLD B OD PDWULFH RWWHQXWD GD A VFDPELDQGR GL SRVWR DOOH ULJKH LQ PRGR WDOH

b1i = aqi (i = 1,2,3) RVVLD JOL HOHPHQWL GHOOD SULPD ULJD GL B VRQR GDWL GDJOL HOHPHQWL GHOOD

q _ esima ULJD GL A •

b2i = ari (i = 1,2,3) RVVLD JOL HOHPHQWL GHOOD VHFRQGD ULJD GL B VRQR GDWL GDJOL HOHPHQWL GHOOD

r _ esima ULJD GL A •

b3i = asi (i = 1,2,3) RVVLD JOL HOHPHQWL GHOOD WHU]D ULJD GL B VRQR GDWL GDJOL HOHPHQWL GHOOD s _ esima ULJD GL A

5LFRUGDQGR O·HVSUHVVLRQH JHQHUDOH GHO GHWHUPLQDQWH VL KD

(

)

B = ε ijk b1i b2 j b3k = ε ijk aqi arj a sk = ε qrs A 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL /·HVSUHVVLRQH SUHFHGHQWH LQGLFD FKH LO GHWHUPLQDQWH GL B q SDUL DO • GHWHUPLQDQWH GL A VH OD SHUPXWD]LRQH (qrs ) q XQD SHUPXWD]LRQH SDUL ULVSHWWR DOOD SHUPXWD]LRQH IRQGDPHQWDOH (123) •

A FDPELDWR GL VHJQR − A VH OD SHUPXWD]LRQH (qrs ) q XQD SHUPXWD]LRQH GLVSDUL ULVSHWWR DOOD SHUPXWD]LRQH IRQGDPHQWDOH (123)

GHWHUPLQDQWH GL

$QDORJDPHQWH QHO FDVR GL VFDPELR GL FRORQQH $G HVHPSLR VLD

RWWHQXWD

§ a 21 ¨ B = ¨ a 22 ¨a © 23 GD

A

VFDPELDQGR

OD

SULPD

a11 a12 a13

a31 · ¸ a32 ¸ a33 ¸¹

FRORQQD

FRQ

OD

VHFRQGD

QHO

TXDO

FDVR

(qrs ) = (213) ε qrs = ε 213 = −1 B = − A ,Q VRVWDQ]D VH VL HVHJXH XQ QXPHUR SDUL GL VFDPEL VXOOH ULJKH R VXOOH FRORQQH LO VHJQR GHO GHWHUPLQDQWH QRQ FDPELD PHQWUH VL KD XQ LQYHUVLRQH GL VHJQR QHO FDVR GL XQ QXPHUR GLVSDUL GL VFDPEL

'HWHUPLQDQWH GL XQD PDWULFH FRQ XQD ULJD FRORQQD PROWLSOLFDWD SHU XQD FRVWDQWH

6LD A′ XQ D PDWULFH RWWHQXWD GD SULPD ULJD VL KD

A PROWLSOLFDQGR XQD VXD ULJD SHU XQD FRVWDQWH λ DG HVHPSLR OD

A′ = ε ijk (λa1i )a2 j a3k = λ (ε ijk a1i a2 j a3k ) = λ A RVVLD LO GHWHUPLQDQWH A′ ULVXOWD SDUL D TXHOOR GL A SUHPROWLSOLFDWR SHU λ $QDORJD GLPRVWUD]LRQH QHO FDVR LQ FXL YHQJDQR SUHPROWLSOLFDWH ULJKH GLYHUVH GDOOD SULPD

'HWHUPLQDQWH GL XQD PDWULFH FRQ ULJKH FRORQQH XJXDOL

)LVVDWD XQD PDWULFH A VH XQD ULJD FRORQQD q XJXDOH DG XQ·DOWUD ULJD FRORQQD LO GHWHUPLQDQWH q QXOOR RVVLD A q XQD PDWULFH VLQJRODUH 6XSSRQLDPR FKH • OH ULJKH XJXDOL VLDQR DGLDFHQWL OD SULPD ULJD H OD VHFRQGD RSSXUH OD VHFRQGD H OD WHU]D ULJD VH VFDPELDPR OH GXH FRORQQH VL RWWLHQH XQD PDWULFH XJXDOH DOOD PDWULFH GL SDUWHQ]D RUD VDSSLDPR GD TXDQWR ULSRUWDWR QHO SDUDJUDIR FKH OR VFDPELR GL ULJKH FRPSRUWD FKH LO GHWHUPLQDQWH GHOOD PDWULFH RWWHQXWD GDOOR VFDPELR GHYH HVVHUH XJXDOH H GL VHJQR RSSRVWR DO GHWHUPLQDQWH GHOOD PDWULFH GL SDUWHQ]D PD SRLFKp OH GXH PDWULFL VRQR XJXDOL VHJXH FKH WDOH GHWHUPLQDQWH GHYH HVVHUH QXOOR • OH ULJKH XJXDOL QRQ VLDQR DGLDFHQWL RVVLD VLDQR XJXDOL OD SULPD H OD WHU]D VH VFDPELDPR OD SULPD ULJD FRQ OD WHU]D RWWHQLDPR XQD PDWULFH XJXDOH D TXHOOD GL SDUWHQ]D LO FXL GHWHUPLQDQWH GHYH HVVHUH XJXDOH PD GL VHJQR RSSRVWR D TXHOOR GHOOD PDWULFH GL SDUWHQ]D SHUWDQWR WDOH GHWHUPLQDQWH q QXOOR $QDORJDPHQWH QHO FDVR GHOOH FRORQQH

'HWHUPLQDQWH GL XQD PDWULFH FRQ ULJKH FRORQQH SURSRU]LRQDOL

)LVVDWD XQD PDWULFH A VH XQD ULJD FRORQQD q SURSRU]LRQDOH DG XQ·DOWUD ULJD FRORQQD LO GHWHUPLQDQWH q QXOOR 8Q HVHPSLR GL WDOH VLWXD]LRQH q LO VHJXHQWH 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

a12 § a11 ¨ A = ¨ λa11 λa12 ¨a a32 © 31

a13 · § a11 ¸ ¨ λa13 ¸ = λ ¨ a11 ¨a a33 ¸¹ © 31

a12 a12 a32

a13 · ¸ a13 ¸ = λ A′ a33 ¸¹

(· FKLDUR TXLQGL FKH VXOOD PDWULFH A′ VLD KDQQR GXH ULJKH XJXDOL SHUWDQWR LO VXR GHWHUPLQDQWH q QXOOR 5LVXOWD TXLQGL QXOOR DQFKH LO GHWHUPLQDQWH GL A DQDORJDPHQWH QHO FDVR GL FRORQQH SURSRU]LRQDOL $QFKH LQ TXHVWR FDVR YDOJRQR FRQVLGHUD]LRQL JHRPHWULFKH DQDORJKH D TXHOOH VYLOXSSDWH QHO SDUDJUDIR $ WDO SURSRVLWR VL VXSSRQJD FKH OD PDWULFH A VLD OD PDWULFH GHL FRHIILFLHQWL GL XQ VLVWHPD OLQHDUH

­a11 x1 + a12 x 2 + a13 x 3 = b1 °° 1 2 3 ®a21 x + a22 x + a33 x = b2 ° 1 2 3 °¯a31 x + a32 x + a33 x = b3

OD FXL VROX]LRQH VH HVLVWH LQGLYLGXD LO SXQWR GL LQWHUVH]LRQH GHL WUH SLDQL UDSSUHVHQWDWL GDOOH WUH HTXD]LRQL GHO VLVWHPD 6H GXH ULJKH KDQQR L FRHIILFLHQWL SURSRU]LRQDOL D SULPR PHPEUR FRPH QHO VHJXHQWH HVHPSLR LQ FXL OD SULPD H OD WHU]D ULJD SUHVHQWDQR OD SURSRU]LRQDOLWj D SULPR PHPEUR

­a11 x1 + a12 x 2 + a13 x 3 = b1 °° 1 2 3 ®λa11 x + λa12 x + λa13 x = b2 ° 1 2 3 °¯a31 x + a32 x + a33 x = b3

VHJXH FKH A = 0 TXLQGL LO VLVWHPD QRQ DPPHWWH VROX]LRQL VL ULFRUGL FKH QHOOD VROX]LRQH GL XQ VLVWHPD OLQHDUH LO GHWHUPLQDQWH GHOOD PDWULFH GHL FRHIILFLHQWL VL WURYD D GHQRPLQDWRUH H TXLQGL VH q QXOOR LO VLVWHPD QRQ q ULVROYLELOH H FLz q FRHUHQWH FRQ LO IDWWR FKH OD SULPD H OD VHFRQGD HTXD]LRQH UDSSUHVHQWDQR GXH SLDQL SDUDOOHOL FKH QRQ SRVVRQR DYHUH SXQWL GL LQWHUVH]LRQH DO ILQLWR 9DOH DQFKH OD SURSULHWj LQYHUVD D TXHOOD GLPRVWUDWD QHO SUHVHQWH SDUDJUDIR RVVLD VH LO GHWHUPLQDQWH GL XQD PDWULFH A q QXOOR QHFHVVDULDPHQWH OD PDWULFH KD • ULJKH R FRORQQH FRQ L WHUPLQL WXWWL QXOOL LQ TXHVWR FDVR OD YHULILFD VL SXz HIIHWWXDUH VHPSOLFHPHQWH VYLOXSSDQGR LO GHWHUPLQDQWH VHFRQGR OD ULJD R OD FRORQQD QXOOD • DOPHQR GXH ULJKH FRQ L WHUPLQL SURSRU]LRQDOL 3HU GLPRVWUDUH O·DIIHUPD]LRQH GHO VHFRQGR SXQWR EDVWD DVVRFLDUH DOOD PDWULFH XQ VLVWHPD OLQHDUH AX = B FKH QHFHVVDULDPHQWH QRQ DPPHWWH VROX]LRQL SRLFKp OH GXH HTXD]LRQL FRQ L WHUPLQL D SULPR PHPEUR SURSRU]LRQDOL UDSSUHVHQWDQR SLDQL SDUDOOHOL H TXLQGL LO GHWHUPLQDQWH GL A GHYH HVVHUH QXOOR

'HWHUPLQDQWH GL XQD PDWULFH FRQ ULJKH FRORQQH HVSUHVVH FRPH VRPPD GL DGGHQGL

6LD A XQD PDWULFH H VL VXSSRQJD FKH XQD VXD ULJD VLD HVSUHVVD FRPH VRPPD GL GXH DGGHQGL RVVLD FKH O· i − esimo HOHPHQWR GHOOD p _ esima ULJD VLD GDWR GD

a pi = b pi + c pi (i = 1,2,3)

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

6L LQGLFKL FRQ Ab H Ac ULVSHWWLYDPHQWH OH PDWULFL FKH VL RWWHQJRQR GD

[

]

A VRVWLWXHQGR OD p _ esima

ULJD FRQ OD ULJD (b pi ) H FRQ OD ULJD (c pi ) i = 1,2,3 YDOXWDQGR LO GHWHUPLQDQWH VL RWWLHQH

(

)

ε pqr A = ε ijk a pi aqj ark = ε ijk (b pi + c pi )aqj ark = = ε ijk b pi aqj ark + ε ijk c pi aqj ark = ε pqr Ab + ε pqr Ac

3RVVLDPR GXQTXH RWWHQHUH

ε pqr A = ε pqr Ab + ε pqr Ac ε pqr A = ε pqr ( Ab + Ac ) A = Ab + Ac

2VVLD LO GHWHUPLQDQWH GL A q SDUL DOOD VRPPD GHL GHWHUPLQDQWL GHOOD PDWULFH FRQ OH ULJKH FRVWLWXLWH GDL VLQJROL DGGHQGL 4XDQWR GHWWR SHU OH ULJKH YDOH DQFKH SHU OH FRORQQH H OD GLPRVWUD]LRQH SXz HVVHUH DSSOLFDWD LQ PRGR ULFRUVLYR DO FDVR GL ULJKH FRORQQH FRQ XQ QXPHUR TXDOVLDVL GL DGGHQGL H TXLQGL VXSSRQHQGR FKH O· i − esimo HOHPHQWR GHOOD p _ esima ULJD VLD GDWR GD n

a pi = ¦ b pi (i = 1,2,3) t =1

GHWWD

t

At OD PDWULFH FKH KD FRPH ULJD p _ esima OD ULJD IRUPDWD GDJOL HOHPHQWL (b pi ) SRVVLDPR t

VFULYHUH n

A = ¦ At t =1

'HWHUPLQDQWH GL XQD PDWULFH SURGRWWR GL PDWULFL

6LD C = AB RVVLD C SDUL DO SURGRWWR GL GXH PDWULFL SHUWDQWR ULFRUGDQGR OD GHILQL]LRQH GL SURGRWWR WUD PDWULFL YDOH c = ¦ a b 'D FLz VHJXH ij

ik kj

k

­ °c1i = ¦ a1 p b pi p ° ° ®c2 j = ¦ a2 q bqj q ° °c = a b ° 3k ¦ 3r rk r ¯

§ ·§ ·§ · C = ε ijk c1i c 2 j c3k = ε ijk ¨ ¦ a1 p b pi ¸¨ ¦ a 2 q bqj ¸¨¨ ¦ a 3r brk ¸¸ ¨ p ¸¨ q ¸© r ¹ © ¹© ¹

6YLOXSSDQGR O·XOWLPD HVSUHVVLRQH

(

)(

)

C = ε ijk ¦¦¦ a1 p b pi a2q bqj a3r brk = ε ijk ¦¦¦ a1 p a2 q a3r b pibqj brk p

q

r

p

3DJ

q

r


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

)(

(

)

(

)

C = ¦¦¦ a1 p a2 q a3r ε ijk b pi bqj brk = ¦¦¦ a1 p a2 q a3r ε pqr B p

q

r

p

q

r

ª º C = «¦¦¦ a1 p a2 q a3r ε pqr » B = A B «¬ p q r »¼

(

)

$OORUD LO GHWHUPLQDQWH GL XQD PDWULFH SURGRWWR GL GXH PDWULFL q GDO SURGRWWR GHL GHWHUPLQDQWL GHOOH GXH PDWULFL $SSOLFDQGR LO UDJLRQDPHQWR SUHFHGHQWH SL YROWH q IDFLOPHQWH GLPRVWUDELOH FKH LO GHWHUPLQDQWH GHO SURGRWWR GL Q PDWULFL q SDUL DO SURGRWWR GHL GHWHUPLQDQWL GHOOH PDWULFL VWHVVH 6L RVVHUYL LQILQH FKH GHILQHQGR FRQ n VL GHGXFH

A = A ⋅

A ⋅

A....... A

n volte

n

A n = A

0DWULFH LQYHUVD

6FULYLDPR

LQ

IRUPD

PDWULFLDOH

OD

VROX]LRQH

GHO

VLVWHPD

­a11 x1 + a12 x 2 + a13 x 3 = b1 °° 1 2 3 ®a21 x + a22 x + a33 x = b2 ° 1 2 3 ¯°a31 x + a32 x + a33 x = b3 ULSRUWDWR DOO·LQL]LR GHO SDUDJUDIR GRYH VL ULFRUGD FKH a LQGLFD LO GHWHUPLQDQWH GHOOD PDWULFH GHL FRHIILFLHQWL

A ­1 a22a33b1 − a23a32b1 − a12a33b2 + a12a23b3 + a13a32b2 − a13a22b3 °x = a11a22a33 − a11a23a32 − a12a21a33 + a12a23a31 + a13a21a32 − a13a22a31 ° ° 2 a11a33b2 − a11a23b3 − a21a33b1 + a23a31b1 + a13a21b3 − a13a31b2 ®x = a11a22a33 − a11a23a32 − a12a21a33 + a12a23a31 + a13a21a32 − a13a22a31 ° ° 3 a11a22b3 − a11a32b2 − a12a21b3 + a12a31b2 + a21a32b1 − a22a31b1 °x = a11a22a33 − a11a23a32 − a12a21a33 + a12a23a31 + a13a21a32 − a13a22a31 ¯

­ 1 1 ° x = a [(a22 a33 − a23a32 )b1 + (a13a32 − a12 a33 )b2 + (a12 a23 − a13 a22 )b3 ] ° ° 2 1 ® x = [(a23 a31 − a21a33 )b1 + (a11a33 − a13a31 )b2 + (a13a 21 − a11a23 )b3 ] a ° ° 3 1 ° x = a [(a21a32 − a22 a31 )b1 + (a12 a31 − a11a32 )b2 + (a11a 22 − a12 a21 )b3 ] ¯

§ a22 a33 − a23 a32 ¨ §x · ¨ a ¨ ¸ − a a a21a33 2 ¨ x ¸ = ¨ 23 31 a ¨¨ 3 ¸¸ ¨ ¨ x − a a a22 a31 © ¹ 21 32 ¨ a © 1

/D PDWULFH LQYHUVD q GXQTXH GDWD GD

a13 a32 − a12 a33 a a11a33 − a13 a31 a a12 a31 − a11a32 a

3DJ

a12 a23 − a13 a22 · ¸ a ¸§ b · a13 a21 − a11a23 ¸¨ b1 ¸ 2 ¸¨¨ ¸¸ a a11a22 − a12 a21 ¸© b3 ¹ ¸ a ¹


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

§ a22 a33 − a23a32 ¨ a ¨ a23a31 − a21a33 −1 ¨ A = ¨ a ¨ a21a32 − a22 a31 ¨ a ©

,QIDWWL X •

a13a32 − a12 a33 a a11a33 − a13 a31 a a12 a31 − a11a32 a

a12 a23 − a13a22 · ¸ a ¸ a13a21 − a11a23 ¸ ¸ a a11a22 − a12 a21 ¸ ¸ a ¹

= A −1 B AX = B H ULFRUGDQGR OD GHILQL]LRQH GL PDWULFH LQYHUVD VHJXH

AX = B AA −1 B = B AA −1 = I A −1 B = X A −1 B = A −1 AX = X A −1 A = I

6L RVVHUYL FKH OD PDWULFH LQYHUVD

A−1 VL RWWLHQH GLYLGHQGR SHU LO GHWHUPLQDQWH A = a DOFXQL WHUPLQL

FKH VRQR L PLQRUL GL RUGLQH GL A WDOL PLQRUL VL FKLDPDQR &RIDWWRUL R &RPSOHPHQWL $OJHEULFL R $JJLXQWL H GHWWD C OD PDWULFH IRUPDWD FRQ WDOL FRPSOHPHQWL DOJHEULFL VL SXz SRUUH

(cij ) = §¨¨ aaps ©

rs

a pt · ¸ art ¸¹

GRYH HQWUDPEH OH WHUQH GL LQGLFL (i, p , r ) H ( j , s , t ) VRQR HQWUDPEH SHUPXWD]LRQL FLFOLFD GHOOD WHUQD IRQGDPHQWDOH GRYH SHU SHUPXWD]LRQH FLFOLFD VL LQWHQGH $G HVHPSLR

(c11 ) =

a22 a32

a23 a23 (c12 ) = a33 a33

a21 a13 (c32 ) = a31 a23

a11 a21

'DO XQ SXQWR GL YLVWD PQHPRQLFR OD GHWHUPLQD]LRQH GHL FRIDWWRUL VL SXz HIIHWWXDUH YDOXWDQGR L PLQRUL GHO VHFRQGR RUGLQH GHOOD PDWULFH A LQ PRGR DQDORJR DO PHWRGR GHVFULWWR QHO SDUDJUDIR SHU OR VYLOXSSR GHO GHWHUPLQDQWH LQ WHUPLQL GL PLQRUL 3HU GHWHUPLQDUH LO FRIDWWRUH (i, GHOOD PDWULFH GHL FRPSOHPHQWL DOJHEULFL VL SURFHGH FRPH VHJXH • VL GHWHUPLQD LO PLQRUH GHO VHFRQGR RUGLQH HOLPLQDQGR OD FRORQQD •

LO ULVXOWDWR YLHQH PROWLSOLFDWR SHU (−1)

i+ j

j ) RVVLD LO WHUPLQH cij

i − esima ULJD H OD j − esima

$G HVHPSLR LO SHU L FRIDWWRUL H VL SURFHGH FRPH VHJXH •

a11 a12 a13 a a a a a21 a22 a23 c12 = (−1)1+2 21 23 = 23 21 = a23a31 − a21a33 a31 a33 a33 a31 a31 a32 a33 •

a11 a12 a21 a22 a31

a32

a13 a a23 c31 = (−1)3 +1 12 a22 a33

a13 a23

= a12 a23 − a13a22

8QD YROWD GHWHUPLQDQWL WXWWL L FRIDWWRUL VL SXz FRVWUXLUH OD PDWULFH C H GDO FRQIURQWR GL WDOH PDWULFH −1

FRQ OD A VL SXz IDFLOPHQWH HYLGHQ]LDUH FKH 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

a −1 ji =

cij

a a − a21a33 c12 −1 $G HVHPSLR a21 = 23 31 = a a

a

$OORUD SRVVLDPR FRQFOXGHUH ULFRUGDQGR OD GHILQL]LRQH GL PDWULFH WUDVSRVWD FKH OD PDWULFH LQYHUVD GL A q GDWD GD

1 T C a T GRYH C LQGLFD OD PDWULFH GHL FRPSOHPHQWL DOJHEULFL H C q GHWWD 0DWULFH $JJLXQWD A−1 =

2VVHUYD]LRQL 2VVHUYD]LRQH 'DOOD GHILQL]LRQH GL PDWULFH LQYHUVD H GDO OHJDPH GHWHUPLQDWR FRQ OD PDWULFH GHL FRPSOHPHQWL DOJHEULFL q SRVVLELOH GHWHUPLQDUH DOFXQH LQWHUHVVDQWL SURSULHWj ,QIDWWL

AA−1 = I HVSOLFLWDQGR WDOH HVSUHVVLRQH VL KD

§ a11 1¨ ¨ a21 a¨ © a31

a13 ·§ c11 ¸¨ a23 ¸¨ c12 a33 ¸¹¨© c13

a12 a22 a32

1 AC T = I a

c21 c22 c23

c31 · § 1 0 0 · ¸ ¨ ¸ c32 ¸ = ¨ 0 1 0 ¸ c33 ¸¹ ¨© 0 0 1 ¸¹

HVHJXHQGR L SURGRWWL VL RWWLHQH FRQ

1 3 1 3 1 3 a1i c ji = δ1 j ¦ a2i c ji = δ 2 j ¦ a3i c ji = δ 3 j ¦ a i =1 a i=1 a i =1 FRQ •

j = (1,2,3)

1 3 ¦ aki c ji = δ kj a i=1

2VVHUYD]LRQH 5LFRUGDQGR O·HVSUHVVLRQH GHO GHWHUPLQDQWH VYLOXSSDWR VHFRQGR OD SULPD ULJD

a11 a12

a13

a a a a a21 a22 a23 = (−1)(1+1) a11 22 23 + (−1)(1+2) a12 21 23 + a32 a33 a31 a33 a31 a32 a33 + (−1)(1+3) a13

a21 a22 a31 a23

H ULFRUGDQGR OD GHILQL]LRQH GL FRIDWWRUH

c11 = (−1) (1+1)

a22 a32

a23 (1+ 2 ) a 21 c12 = ( −1) a33 a31 3DJ

a23 a33


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

c13 = (−1) (1+3)

a21 a31

a22 a23

3

VL RWWLHQH

A = a = a11c11 + a12c12 + a13c13 = ¦ a1i c1i i =1

7DOH HVSUHVVLRQH LQGLFD FKH LO GHWHUPLQDQWH GL A q SDUL DOOD VRPPD GHJOL HOHPHQWL GHOOD SULPD ULJD SHU LO SURSUL DJJLXQWL LQ PRGR GHO WXWWR DQDORJR HIIHWWXDQGR OR VYLOXSSR VHFRQGR OD JHQHULFD ULJD FRORQQD i − esima VL SXz DIIHUPDUH FKH LO GHWHUPLQDQWH GL XQD PDWULFH q GDWR GDOOD VRPPD GHL SURGRWWL GHJOL HOHPHQWL GHOOD ULJD FRORQQD i − esima SHU L SURSUL FRPSOHPHQWL DOJHEULFL

a21 9DOXWLDPR RUD LO VHJXHQWH GHWHUPLQDQWH a21 a31

a22 a22 a32

a23 a23 VYLOXSSDQGROR VHFRQGR OD SULPD a33

ULJD 3RLFKp OD SULPD H OD VHFRQGD ULJD VRQR XJXDOL WDOH GHWHUPLQDQWH q QXOOR YHGHUH LO SDUDJUDIR SHUWDQWR VL KD

a21 a21 a31

a22 a22 a32

a23 3 a23 = a21c11 + a22 c12 + a23c13 = ¦ a2i c1i = 0 i =1 a33

7DOH HVSUHVVLRQH GLFH FKH q QXOOD OD VRPPD GHL SURGRWWL GHJOL HOHPHQWL GHOOD SULPD ULJD FRQ L FRIDWWRUL GHJOL HOHPHQWL GHOOD VHFRQGD ULJD (IIHWWXDQGR XQ DQDORJR UDJLRQDPHQWR FRQ OD SULPD H OD WHU]D ULJD VL WURYD 3

¦ a3i c1i = 0 i =1

/H WUH UHOD]LRQL VRSUD GHWHUPLQDQWH o

3

3

3

i =1

i =1

i =1

a = ¦ a1i c1i ¦ a2i c1i = 0 ¦ a3i c1i = 0 VL SRVVRQR FRPSHQGLDUH QHOOD VHJXHQWH 3

1 ¦ a1i c ji = δ1 j ULWURYDQGR XQD GHOOH UHOD]LRQL DO WHUPLQH GHOOD 2VVHUYD]LRQH a i =1

,Q PRGR GHO WXWWR DQDORJR IDFHQGR DVVXPHUH DOOD VHFRQGD HG DOOD WHU]D ULJD LO UXROR JLRFDWR GDOOD SULPD ULJD QHL UDJLRQDPHQWL GL VRSUD ULSRUWDWL VL RWWLHQH

1 3 1 3 1 3 ¦ a2i c ji = δ 2 j a ¦ a3i c ji = δ 3 j a ¦ aki c ji = δ kj a i=1 i =1 i =1

ULWURYDQGR SHU DOWUD YLD OH UHOD]LRQL SUHFHGHQWL

'HWHUPLQDQWH GHOOD PDWULFH LQYHUVD

9DOXWLDPR RUD LO GHWHUPLQDQWH GHOOD PDWULFH LQYHUVD GL UHJROD GHO GHWHUPLQDQWH GHO SURGRWWR GL PDWULFH VHJXH −1 ½

AA

= I =1

AA −1 = A A −1

A ULFRUGDQGR OD GHILQL]LRQH AA−1 = I H OD

1 ° a A−1 = 1 A −1 = ¾ a = a A−1 ° ¿ 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL −1

3HUWDQWR LO GHWHUPLQDQWH GHOOD PDWULFH A q SDUL DO UHFLSURFR RVVLD DOO·LQYHUVR GHO GHWHUPLQDQWH GL A

A A −1 = 1

5HJROD GL ULVROX]LRQH GHL VLVWHPL OLQHDUL 5HJROD GL &UDPHU

&RPH YLVWR QHO SDUDJUDIR DQFKH QHO FDVR [ L GHWHUPLQDQWL SRVVRQR HVVHUH XWLOL]]DWL SHU HVSULPHUH LQ PRGR FRPSDWWR OH VROX]LRQL GHL VLVWHPL GL HTXD]LRQL OLQHDUL 3HU HYLGHQ]LDUH TXDQWR DIIHUPDWR VL FRQVLGHUL GL QXRYR OD VROX]LRQH GHO VLVWHPD GL HTXD]LRQL SUHVHQWDWD QHO SDUDJUDIR SUHFHGHQWH

­ 1 1 °x = a [(a22 a33 − a23a32 )b1 + (a13a32 − a12 a33 )b2 + (a12 a23 − a13a22 )b3 ] ° ° 2 1 ®x = [(a23a31 − a21a33 )b1 + (a11a33 − a13a31 )b2 + (a13a21 − a11a23 )b3 ] a ° ° 3 1 °x = a [(a21a32 − a22 a31 )b1 + (a12 a31 − a11a32 )b2 + (a11a22 − a12 a21 )b3 ] ¯

6L SXz IDFLOPHQWH YHULILFDUH FKH

b1 b2 b3

a12 a22 a32

a13 a22 a 23 = b1 a32 a33

a 23 a12 − b2 a33 a32

a13 a12 + b3 a33 a22

a13 = a23

(a22 a33 − a23 a32 )b1 + (a13 a32 − a12 a33 )b2 + (a12 a23 − a13 a22 )b3 &RQIURQWDQGR OD O·XJXDJOLDQ]D SUHFHGHQWH FRQ OD SULPD ULJD GHO VLVWHPD GL HTXD]LRQL FKH HVSULPH LO 1

YDORUH GL x VL GHGXFH FKH

b1 b1

x1 =

1 b2 a b3

a12

a13

a22 a32

a23 a33

a12

a13

b2 a22 a23 b a32 a33 = 3 a11 a12 a13 a21 a22 a23 a13

a32

a33

1

LQ VRVWDQ]D LO QXPHUDWRUH GHOO·HVSUHVVLRQH GL x VL RWWLHQH YDOXWDQGR LO GHWHUPLQDQWH GHOOD PDWULFH RWWHQXWD GDOOD PDWULFH

A GHL FRHIILFLHQWL GHO VLVWHPD GL HTXD]LRQL VRVWLWXHQGR OD SULPD FRORQQD GL WDOH 2

3

PDWULFH FRQ OD FRORQQD GHL WHUPLQL QRWL 1HO FDVR GHOOH LQFRJQLWH x H x VL YHULILFD LQ PRGR DQDORJR FKH LO IXPDWRUH VL RWWLHQH HIIHWWXDQGR OD VRVWLWX]LRQH QHOOD VHFRQGD H ULVSHWWLYDPHQWH QHOOD WHU]D FRORQQD GL A FRQ L WHUPLQL QRWL ,Q FLz FRQVLVWH OD UHJROD GL &UDPHU

­ b1 ° 1 1 ® x = b2 a ° b3 ¯

a12 a 22 a32

a13 a11 1 2 a 23 ; x = a21 a a33 a31

b1 b2 b3

a13 a11 1 3 a 23 ; x = a 21 a a33 a31

a12 a22

b1 b2

a32

b3 7DOH UHJROD SXz HVVHUH

GLPRVWUDWD LQ PRGR SL VLQWHWLFR HG HOHJDQWH $ WDOH VFRSR VL RVVHUYL TXDQWR VHJXH

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

­3 i °¦ a1i x = b1 ° i=1 ­a11x1 + a12 x 2 + a13 x3 = b1 3 °° 3 °° 1 2 3 i i ®a21x + a22 x + a23 x = b2 ®¦ a2i x = b2 ¦ a ji x = b j [ j = 1,2,3] i =1 ° ° i=1 1 2 3 °3 ¯°a31x + a32 x + a33 x = b3 i °¦ a3i x = b3 °¯ i=1

$OORUD O·HTXD]LRQH j − esima GHO VLVWHPD q HVSULPLELOH QHOOD IRUPD VHJXHQWH a ji x

i

= b j GRYH q VWDWR

RPHVVR LO VLPEROR GHOOD VRPPDWRULD LQ TXDQWR q VWDWD XWLOL]]D OD QRWD]LRQH GL (LQVWHLQ 1HO SULPR

1 3 ¦ bk cki GRYH cki LQGLFD LO a k =1 FRPSOHPHQWR DOJHEULFR GHO WHUPLQH aki HG a LQGLFD LO GHWHUPLQDQWH GHOOD PDWULFH A GHL FRHIILFLHQWL i

PHPEUR GL WDOH HTXD]LRQH VL VRVWLWXLVFD RUD OD x FRQ OD VRPPD

3

§1

3

·

k =1

¹

3

3

·

i =1

¹

¦ a ji ¨¨ a ¦ bk cki ¸¸ = a ¨¨ ¦ bk ¦ a ji cki ¸¸ i =1

©

© k =1

3

ULFRUGDQGR FKH

¦ a ji cki = aδ jk VHJXH i =1

3 · 1§ 3 · 1 § 3 · 1§ 3 ¨¨ ¦ bk ¦ a ji cki ¸¸ = ¨¨ ¦ bk aδ jk ¸¸ = a¨¨ ¦ bk δ jk ¸¸ = b j a © k =1 i =1 ¹ a © k =1 ¹ a © k =1 ¹

$OORUD SRQHQGR

xi =

1 3 1 3 i i b c YLHQH YHULILFDWD O·HTXD]LRQH a x = b RVVLD x = ¦ k ki ¦ bk cki ji j a k =1 a k =1

UDSSUHVHQWD OD VROX]LRQH GHO VLVWHPD GL HTXD]LRQL 5LFRUGDQGR OD GHILQL]LRQH GL FRPSOHPHQWR 3

DOJHEULFR VHJXH FKH LO WHUPLQH

¦ bk cki q GDWR GDO GHWHUPLQDQWH GHOOD PDWULFH FRVWLWXLWD GD A LQ FXL OD k =1

§ b1 · ¨ ¸ i − esima FRORQQD q VRVWLWXLWD GDOOD FRORQQD GHL WHUPLQL QRWL ¨ b2 ¸ ¨b ¸ © 3¹

,QILQH XQ WHU]R PRGR SHU GLPRVWUDUH OD UHJROD GL &UDPHU q LO VHJXHQWH

§ x1 · ¨ ¸ AX = B X = A B ¨ x2 ¸ = ¨x ¸ © 3¹ −1

GD FLz VHJXH

§ c11 c21 c31 ·§ b1 · ¸¨ ¸ 1¨ ¨ c12 c22 c32 ¸¨ b2 ¸ = a¨ ¸¨ ¸ © c13 c23 c33 ¹© b3 ¹ § c11b1 + c21b2 + c31b3 · ¸ 1¨ = ¨ c12b1 + c22b2 + c32b3 ¸ a¨ ¸ © c13b1 + c23b2 + c33b3 ¹ 3

xi = ¦ bk cki ULWURYDQGR OH HVSUHVVLRQL SUHFHGHQWL

k =1

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

'HWHUPLQDQWH GL XQD PDWULFH GL GLPHQVLRQH Q[Q

$IIURQWLDPR RUD LO FDVR JHQHUDOH 6LD

A XQD PDWULFH TXDGUDWD GL GLPHQVLRQH (n × n) VL GHILQLVFH

GHWHUPLQDQWH GL A LQGLFDWR FRQ L VLPEROL A , det( A), a ) OD VHJXHQWH TXDQWLWj > @

A = ε i1i2 ........in a1i1 a2i2 ........anin

LQ FXL FLDVFXQ LQGLFH ik SXz DVVXPHUH YDORUL LQWHUL GD 1 D n (ik = 123...n) 6L FKLDPD RUGLQH GHO GHWHUPLQDQWH LO QXPHUR n GL ULJKH H FRORQQH GHOOD PDWULFH TXDGUDWD GL FXL VL VWD YDOXWDQGR LO GHWHUPLQDQWH RVVLD VH OD PDWULFH TXDGUDWD A KD GLPHQVLRQL (n × n) H TXLQGL q GL RUGLQH n LO GHWHUPLQDQWH GL A VL GLFH GL RUGLQH n ,O VLPEROR ε

i1i 2 .....i n

YLHQH GHWWR LQGLFDWRUH GL /HYL &LYLWD HG q GHILQLWR FRPH VHJXH

> @ ε i1i12 ........i1n

­+ 1 se (i1i2 .......i n ) è una permutazione pari ° = ®âˆ’ 1 se (i1i 2 .......in ) è una permutazione dispari ° 0 se (i i .......i ) non è una permutazione 12 n ¯

GRYH (i1i2 .....in ) YLHQH GHWWD •

SHUPXWD]LRQH SDUL VH q RWWHQXWD GDOOD VHTXHQ]D IRQGDPHQWDOH

[

]

(123...n) DWWUDYHUVR XQ

QXPHUR SDUL GL VFDPEL HVHPSLR 231...n •

SHUPXWD]LRQH GLVSDUL VH q RWWHQXWD GDOOD VHTXHQ]D IRQGDPHQWDOH

[

]

(123...n) DWWUDYHUVR XQ

QXPHUR GLVSDUL GL VFDPEL HVHPSLR 213...n ,QILQH (i1i2 .....in ) QRQ q XQD SHUPXWD]LRQH VH DOFXQL GHJOL LQGLFL DVVXPRQR YDORUL XJXDOL HVHPSLR

[212...n]

/D> HVSULPH OR VYLOXSSR GHO GHWHUPLQDQWH LQ FXL YHQJRQR SUHILVVDWL JOL LQGLFL GL ULJD H OD VRPPD q HIIHWWXDWD VXJOL LQGLFL GL FRORQQD 9DOH DQFKH OD VHJXHQWH HVSUHVVLRQH > @ A = ε i1i2 ........i n ai 1ai 2 ........ai n 1 2 n OD TXDOH HVSULPH OR VYLOXSSR GHO GHWHUPLQDQWH HVHJXHQGR OD VRPPD VXJOL LQGLFL GL ULJD O·XJXDJOLDQ]D WUD OH GXH HVSUHVVLRQL GHO GHWHUPLQDQWH > H > q FRQVHJXHQ]D GHO IDWWR FKH HVVR q GHILQLWR FRPH XQD VRPPDWRULD GL WHUPLQL FKH SRVVRQR HVVHUH RUJDQL]]DWL LQ PRGR GD VRPPDUH ULVSHWWR DJOL LQGLFL GL FRORQQD RSSXUH ULVSHWWR D TXHOOL GL ULJD FRPH GLPRVWUDWR DG HVHPSLR QHO SDUDJUDIR &RPH FRQVHJXHQ]D GL WDOH XJXDJOLDQ]D OH SURSULHWj GHL GHWHUPLQDQWL FKH YDOJRQR SHU OH ULJKH YDOJRQR DQFKH SHU OH FRORQQH ,QILQH VIUXWWDQGR OH SURSULHWj GHOO·LQGLFDWRUH GL /HYL &LYLWD VL KD > @ ε q1q 2 ........q n A = ε i1i2 ........i n aq 1aq 2 ........aq n 1 2 n

6YLOXSSR GHO 'HWHUPLQDQWH FRPH 6RPPD GL 'HWHUPLQDQWL GL RUGLQH Q

'DOOD GHILQL]LRQH GL FXL DOOD > VYLOXSSDQGR O·HVSUHVVLRQH VHFRQGR LO SULPR LQGLFH i1 RVVLD IDFHQGR DVVXPHUH D WDOH LQGLFH WXWWL L YDORUL GD DG n VL RWWLHQH OR VYLOXSSR GHO GHWHUPLQDQWH GL RUGLQH n FRPH VRPPD GL GHWHUPLQDQWL GL RUGLQH (n − 1) VHFRQGR OD SULPD ULJD ,QIDWWL 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

A = Îľ i1i2.....in a1i1 a2i2 .....anin = = Îľ 1i2.....in a11a2i2 .....anin + Îľ 2i2.....in a12a2i2 .....anin + .....+ Îľ ni2.....in a1n a2i2 .....anin

2UD SHU GHILQL]LRQH VL KD FKH QHL GLYHUVL DGGHQGL QRQ DSSDUH PDL OD SULPD ULJD GHOOD PDWULFH A H

•

Îľ 1i2 .....in a11a2i2 .....anin

a12 a = ( −1) (1+1) a11 22 .. an 2

.. .. .. ..

.. a2 n .. a3n .. .. .. a nn

RVVLD YLHQH HOLPLQDWD OD SULPD FRORQQD

•

Â&#x; Îľ

1i2 .....in

a11a2i2 .....anin = (−1) (1+1) a11

a11 a21

a12 a22

..

..

an1

.. a1n .. a2 n ..

..

an 2 .. a nn

•

Îľ 2i2 .....in a12 a2i2 .....anin = (−1) (1+ 2) a12

a21 .. .. a2 n a31 .. .. a3n ..

.. ..

..

an1 .. .. a nn YLHQH HOLPLQDWD OD VHFRQGD FRORQQD

Â&#x; Îľ

2i2 .....in

a12 a2i2 .....a nin = (−1) (1+2) a12

a11 a21

a12 a22

..

..

an1

.. a1n .. a2 n ..

..

an 2 .. ann

a21 .. .. a2( n −1) •

Îľ ni2 .....i n a1n a2i2 .....anin = (−1) (1+ n ) a1n

a31 .. .. a3( n −1) .. .. .. .. an1 .. .. an ( n −1)

YLHQH HOLPLQDWD O¡XOWLPD FRORQQD

Â&#x; Îľ ni2 .....in a1n a2i2 .....anin = (−1) (1+ n) a1n

a11 a21

a12 a22

..

..

an1 3DJ

.. a1n .. a2 n ..

..

an 2 .. ann


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL 3HUWDQWR VL SXz FRQFOXGHUH

A=

a11

a12

.. a1n

a21

a22

.. a2 n

.. an1

.. .. .. an 2 .. ann

= (−1) (1+1) a11

a12

.. .. a2 n

a22

.. .. a3n

.. .. .. .. an 2 .. .. ann

a21 .. .. a2( n−1)

a21 .. .. a2 n (−1) (1+ 2) a12

a31 .. .. a3n ..

.. ..

..

+

+ ..... (−1) (1+ n ) a1n

an1 .. .. ann

a31 .. .. a3( n−1) .. .. .. .. an1 .. .. an ( n−1)

,Q PRGR DQDORJR VL SRVVRQR GHWHUPLQDUH HVSUHVVLRQL GL VYLOXSSR GHO GHWHUPLQDQWH VHFRQGR XQD TXDOVLDVL ULJD HG XQD TXDOVLDVL FRORQQD

0LQRUL GL XQD PDWULFH

, GHWHUPLQDQWL GL RUGLQH (n − 1) FKH VL WURYDQR QHOOR VYLOXSSR VL FKLDPDQR PLQRUL LQ JHQHUDOH RJQL PDWULFH TXDGUDWD HVWUDWWD GD XQD PDWULFH TXDGUDWD GL RUGLQH n DWWUDYHUVR JOL HOHPHQWL FRPXQL GL XQD VHOH]LRQH GL ULJKH H FRORQQH GL A JHQHUD GHOOH PDWULFL TXDGUDWH GL RUGLQH LQIHULRUH DG n FKH YHQJRQR GHWWL PLQRUL GL FXL SRL VH QH SXz YDOXWDUH LO GHWHUPLQDQWH ,Q XQD PDWULFH TXDGUDWD GL RUGLQH n VL SRVVRQR DYHUH 2

§n· ¨¨ ¸¸ = n 2 PLQRUL GL RUGLQH FRVWLWXLWL GDJOL HOHPHQWL GHOOD PDWULFH ©1 ¹

§n· ª n(n − 1) º ¨¨ ¸¸ = « PLQRUL GL RUGLQH ¬ 2 »¼ ©2¹

§n· ª n(n − 1)....(n − k + 1) º ¨¨ ¸¸ = « »¼ PLQRUL GL RUGLQH k k < n − 1 k! ¬ ©k ¹

§ n · ¸¸ = n 2 PLQRUL GL RUGLQH n − 1 ¨¨ © n − 1¹

§n· ¨¨ ¸¸ = 1 PLQRUH GL RUGLQH n FKH FRLQFLGH FRQ OD PDWULFH VWHVVD ©n¹

2

2

2

2

2

2

3HU FKLDUH]]D QHO VHJXLWR q ULSRUWDWR XQ HVHPSLR LQ FXL FRQ LO UHWWDQJROR WUDWWHJJLDWR VL LGHQWLILFDQR L PLQRUL

§2 ¨ ¨3 ¨4 ¨ ¨5 ©

3 8 7· ¸ 2 9 3¸ § 2 3· ¸ PLQRUH GL RUGLQH RWWHQXWR VHOH]LRQDQGR JOL HOHPHQWL LQ FRPXQH →¨ 1 4 5 ¸ ¨© 3 2 ¸¹ ¸ 1 1 1 ¸¹

GHOOD SULPD H VHFRQGD ULJD FRQ OD SULPD H VHFRQGD FRORQQD

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

§2 ¨ ¨3 ¨4 ¨ ¨5 ©

3 8 7· ¸ § 2 9 3· ¸ 2 9 3¸ ¨ → ¨ 1 4 5 ¸ PLQRUH GL RUGLQH RWWHQXWR GDJOL HOHPHQWL FRPXQL GHOOH ¸ 1 4 5 ¸ ¨© 1 1 1 ¸¹ 1 1 1 ¸¹

ULJKH FRQ OH FRORQQH ,O FRQFHWWR GL PLQRUH q DSSOLFDELOH DQFKH DO FDVR GL XQD PDWULFH A UHWWDQJRODUH GL GLPHQVLRQH (m × n)

LQIDWWL GDOOD PDWULFH A SRVVLDPR HVWUDUUH GHOOH PDWULFL TXDGUDWH VFHJOLHQGR XQ FHUWR QXPHUR GL ULJKH H FRORQQH H VHOH]LRQDQGR JOL HOHPHQWL DOO·LQFURFLR GL HVVH FRVu FRPH VL YLHQH IDWWR QHO FDVR TXDGUDWR )LVVDWD XQD PDWULFH A VL GHILQLVFH PLQRUH GL RUGLQH PDVVLPR GL A LO PLQRUH FKH SUHVHQWD OD GLPHQVLRQH SL JUDQGH WUD L PLQRUL GL A 6L RVVHUYL FKH •

2

QHO FDVR TXDGUDWR GLPHQVLRQH n LO PLQRUH GL RUGLQH PDVVLPR FRLQFLGH FRQ OD PDWULFH VWHVVD q TXLQGL XQLFR HG KD RUGLQH n LQ TXDQWR WDOH PLQRUH VL RWWLHQH GDJOL HOHPHQWL DOO·LQFURFLR GL WXWWH OH n ULJKH FRQ WXWWH OH n FRORQQH QHO FDVR UHWWDQJRODUH (m × n) L PLQRUL GL RUGLQH PDVVLPR RWWHQLELOL KDQQR RUGLQH p SDUL DO PLQLPR WUD m HG n

p = min(m, n) ,QIDWWL VXSSRQLDPR SHU VHPSOLFLWj FKH VLD m < n LO FDVR n < m q SHUIHWWDPHQWH DQDORJR SRLFKp EDVWD LQYHUWLUH LO UXROR GHOOH ULJKH FRQ TXHOOR GHOOH FRORQQH QHO UDJLRQDPHQWR VHJXHQWH SHU HVWUDUUH OD SL JUDQGH PDWULFH TXDGUDWD GD XQD PDWULFH UHWWDQJRODUH (m × n) SRVVR DO PDVVLPR VFHJOLHUH WXWWH OH m ULJKH HG XQ JUXSSR GL m FRORQQH WUD OH n H SUHQGHUH JOL HOHPHQWL DOO·LQFURFLR 6L RWWLHQH TXLQGL XQ PLQRUH GL RUGLQH PDVVLPR FKH KD GLPHQVLRQH (m× m) RVVLD XQ PLQRUH GL RUGLQH p = m = min(m, n) 6L RVVHUYL LQROWUH FKH SRLFKp WUD OH n §n· ¸¸ JUXSSL GL m FRORQQH GL PLQRUL GL RUGLQH PDVVLPR p = m QH © m¹ § n · §n· §n· HVLVWRQR ¨¨ ¸¸ QHO FDVR TXDGUDWR HVVHQGR m = n VHJXH ¨¨ ¸¸ = ¨¨ ¸¸ = 1 H GXQTXH VL RWWLHQH XQ © m¹ © n¹ © m¹ VROR PLQRUH GL RUGLQH PDVVLPR FRPH HYLGHQ]LDWR QHO SXQWR SUHFHGHQWH ,QILQH VH k < m LO § n ·§ m · QXPHUR GL PLQRUL GL RUGLQH k VRQR GDWL GD ¨¨ ¸¸¨¨ ¸¸ H TXLQGL LO QXPHUR WRWDOH GL PLQRUL © k ¹© k ¹ FRORQQH SRVVR VFHJOLHUH ¨¨

HVWUDLELOL GD XQD PDWULFH UHWWDQJRODUH q GDWR GD

> @ Numero totale minori =

p = min( m,n ) § n ·§ m ·

¦

k =1

¨¨ ¸¸¨¨ ¸¸ © k ¹© k ¹

,Q JHQHUDOH L PLQRUL GL XQD PDWULFH SRVVRQR DYHUH GHWHUPLQDQWH XJXDOH D ]HUR RSSXUH GLYHUVR GD ]HUR 6L GLFH FKH XQD PDWULFH A KD UDQJR m LO UDQJR q LQGLFDWR FRQ LO VLPEROR ρ ( A) VH WUD WXWWL L PLQRUL FRQ GHWHUPLQDQWH GLYHUVR GD ]HUR TXHOOL GL RUGLQH SL DOWR KDQQR RUGLQH SDUL DG m RVVLD WXWWL L PLQRUL GL RUGLQH m + 1 GL A KDQQR GHWHUPLQDQWH QXOOR HG HVLVWH DOPHQR XQ PLQRUH GL RUGLQH m LO FXL GHWHUPLQDQWH q GLYHUVR GD ]HUR 6H A LQROWUH KD GLPHQVLRQL (m × n) VHJXH GDOOH GHILQL]LRQH FKH > @ ρ ( A) ≤ min(m, n)

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

0LQRUL SULQFLSDOL

, PLQRUL SULQFLSDOL GL XQD PDWULFH TXDGUDWD A GL RUGLQH n VRQR GHL PLQRUL GHWHUPLQDQWL GD XQD VHFUHWD SDUWLFRODUH GHOOH ULJKH H GHOOH FRORQQH 6L GHILQLVFRQR • 0LQRUL 3ULQFLSDOL GL RUGLQH JOL HOHPHQWL aii (i = 1..n) RVVLD RJQL HOHPHQWR GHOOD GLDJRQDOH SULQFLSDOH FRVWLWXLVFH XQ PLQRUH SULQFLSDOH GL RUGLQH 0LQRUL 3ULQFLSDOL GL RUGLQH VRQR WXWWL L PLQRUL GHO WLSR

•

ai1i1 ai2i1

ai1i2 ai2i2

FRQ i1 > i2 H (i1 = 1..n, i2 = 1..n ) • 0LQRUL 3ULQFLSDOL GL RUGLQH VRQR WXWWL L PLQRUL GHO WLSR

ai1i1 ai2i1 ai3i1

ai1i2 ai2i2 ai3i2

ai1i3 ai2i3 ai3i3

FRQ i1 > i2 > i3 H (i1 = 1..n, i2 = 1..n, i3 = 1..n) •

0LQRUL 3ULQFLSDOL GL RUGLQH N Q VRQR WXWWL L PLQRUL GHO WLSR

.

a i1i1 a i2i1

a i1i2 a i2i2

..

..

a ik i1

a ik i2

.. a i1ik .. a i2ik .. .. .. a ik ik

FRQ i1 > i2 > i3 > ...ik H (i1 = 1..n, i2 = 1..n,...., ik = 1..n) •

0LQRUL 3ULQFLSDOL GL RUGLQH Q VRQR WXWWL L PLQRUL GHO WLSR

.

ai1i1

ai1i2

.. ai1in

ai2i1 .. aini1

ai2i2 .. aini2

.. ai2in .. .. .. ainin

FRQ i1 > i2 > i3 > ...in H (i1 = 1..n, i2 = 1..n,...., in = 1..n) SHUWDQWR LQ TXHVWR FDVR LO PLQRUH q XQLFR H FRLQFLGH FRQ OD PDWULFH A ,QIDWWL SRLFKp JOL n LQGLFL GHYRQR VRGGLVIDUH OH UHOD]LRQL i1 > i2 > i3 > ...in VHJXH FKH i1 = 1 i2 = 2 « in = n 9HGLDPR XQ HVHPSLR QHO FDVR GL XQD PDWULFH GL RUGLQH

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

§ a11 ¨ A = ¨ a21 ¨a © 31

a12 a22 a32

•

0LQRUL 3ULQFLSDOL GL RUGLQH a11 a 22 a33

•

0LQRUL 3ULQFLSDOL GL RUGLQH

•

a11 0LQRUL 3ULQFLSDOL GL RUGLQH a21 a31

a13 · ¸ a23 ¸ a33 ¸¹

a11 a 21

a12 a11 a 22 a31

a13 a22 a33 a32

a23 a33

a12 a22 a32

a13 a23 a33

6L YXROH LQILQH VRWWROLQHDUH FKH WUD L PLQRUL SULQFLSDOL VRQR LPSRUWDQWL TXHOOL GHWHUPLQDQWL GDOOH VRWWRPDWULFL Ak FKH FKLDPHUHPR PLQRUL SULQFLSDOL SULPDUL FRPH GL VHJXLWR GHILQLWH

•

A1 = a11

•

A2 =

a11 a21

a12 a22

• • • •

•

a11 A3 = a21 a31

a12 a22 a32

a13 a23 a33

««

a11 .. a1k Ak = a21 .. a2 k ak1 .. akk ««

a11 a An = A = 21 .. a n1

a 21 a 22 .. an2

.. a1n .. a 3n .. .. .. a nn

$G HVHPSLR QHO FDVR GL XQD PDWULFH [ TXHVWL XOWLPL PLQRUL SULQFLSDOL VRQR LQGLYLGXDWL DWWUDYHUVR XQ UHWWDQJROR WUDWWHJJLDWR

§2 ¨ ¨3 ¨4 ¨ ¨5 ©

3 8 7· §2 ¸ ¨ 2 9 3¸ ¨ 3 1 4 5¸ ¨4 ¸ ¨ 1 1 1 ¸¹ ¨© 5

3 8 7· §2 ¸ ¨ 2 9 3¸ ¨ 3 1 4 5¸ ¨4 ¸ ¨ 1 1 1 ¸¹ ¨© 5

3 8 7· §2 ¸ ¨ 2 9 3¸ ¨ 3 1 4 5¸ ¨4 ¸ ¨ 1 1 1 ¸¹ ¨© 5

3DJ

3 8 7· ¸ 2 9 3¸ 1 4 5¸ ¸ 1 1 1 ¸¹


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

3URSULHWj GHL GHWHUPLQDQWL

$QFKH QHO FDVR JHQHUDOH YDOJRQR OH SURSULHWj GLPRVWUDWH QHL SDUDJUDIL H OH GLPRVWUD]LRQL VRQR DQDORJKH D TXHOOH JLj VYLOXSSDWH LQ q QHFHVVDULR VROR LPSLHJDUH n LQGLFL (i1i2 .....in ) DO SRVWR

(i, j, k ) SHU EUHYLWj TXLQGL VRQR RPHVVH OH GLPRVWUD]LRQL GL WDOL SURSULHWj FKH VRQR VHPSOLFHPHQWH HOHQFDWH QHO VHJXLWR H YHQJRQR ULIHULWH DG XQD PDWULFH A (n x n) GL WUH LQGLFL

'HWHUPLQDQWH GHOOD PDWULFH WUDVSRVWD o

'HWHUPLQDQWH GL XQD PDWULFH B FRQ ULJKH R FRORQQH VFDPELDWH ULVSHWWR DG o

B = A VH VL HIIHWWXD XQR VFDPELR SDUL

o

B = − A VH VL HIIHWWXD XQR VFDPELR GLVSDUL

A =0

'HWHUPLQDQWH GL XQD PDWULFH A FRQ GXH ULJKH FRORQQH SURSRU]LRQDOL o

A = λ A′ YHGHUH LO SDUDJUDIR

'HWHUPLQDQWH GL XQD PDWULFH A FRQ GXH ULJKH FRORQQH XJXDOL o

A

VL YHGD TXDQWR ULSRUWDWR QHO SDUDJUDIR 'HWHUPLQDQWH GL XQD PDWULFH FRQ XQD ULJD FRORQQD PROWLSOLFDWD SHU XQD FRVWDQWH o

T

A= A

A = 0

'HWHUPLQDQWH GL XQD PDWULFH FRQ ULJKH FRORQQH HVSUHVVH FRPH VRPPD GL DGGHQGL n

o

A = ¦ At YHGHUH t =1

'HWHUPLQDQWH GL XQD PDWULFH ULJKH FRORQQH o

A FRQ XQD R SL ULJKH FRORQQH FRPELQD]LRQH OLQHDUH GL DOWUH

A = 0 LQIDWWL GDOOD SUHFHGHQWH SURSULHWj VL GHGXFH FKH A VL VYLOXSSD FRPH VRPPD GL GHWHUPLQDQWL GL PDWULFL RJQXQD GHOOH TXDOL KD DOPHQR GXH ULJKH FRORQQH SURSRU]LRQDOL SHUWDQWR WDOL PDWULFL KDQQR WXWWH GHWHUPLQDQWH QXOOR H TXLQGL A = 0

'HWHUPLQDQWH GL XQD PDWULFH SURGRWWR GL PDWULFL o

C = AB C = A B

o

An = A

n

'HWHUPLQDQWL GL 0DWULFL FRQ 6WUXWWXUD 3DUWLFRODUH

1HO FDVR GL PDWULFL FRQ VWUXWWXUD SDUWLFRODUH FRPH OH PDWULFL GLDJRQDOL WULDQJRODUL HG D EORFFKL LO FDOFROR GHO ORUR GHWHUPLQDQWH DVVXPH GHOOH HVSUHVVLRQL VSHFLILFKH

'HWHUPLQDQWH GL XQD PDWULFH GLDJRQDOH

6LD

§ a11 ¨ A=¨ 0 ¨ 0 ©

0 a22 0

0 · ¸ 0 ¸ a33 ¸¹

XQD PDWULFH GLDJRQDOH GL RUGLQH VYLOXSSDQGR LO GHWHUPLQDQWH VHFRQGR OD SULPD FRORQQD VL RWWLHQH

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

a11

0

A= 0 0

a22 0

0

a 0 = a11 22 0 a33 = a11

a22 0

0 0 0 0 0 +0 +0 = 0 a33 a33 0 a33

0 = a11a22 a33 a33

1HO FDVR JHQHUDOH

a11 0 0 0

0

..

0

a22

a22 .. 0 0 = a11 0 .. 0 0 0 0 .. ann

0

.

0

a33 . 0 = 0 . 0 0 . ann

a33 0 = a11a22 0 0

0 a44 0 0

. 0 . 0 = .. = a11a22 ...ann . 0 . ann

3HUWDQWR LO GHWHUPLQDQWH GL XQD PDWULFH GLDJRQDOH q GDWR GDO SURGRWWR GHJOL HOHPHQWL GHOOD GLDJRQDOH VWHVVD 1HO FDVR GHOOD PDWULFH XQLWj I HVVHQGR aii = 1 VHJXH I = 1

'HWHUPLQDQWH GL XQD PDWULFH FRQ XQD OLQHD FRORQQD R ULJD QXOOD

6H XQD ULJD R XQD FRORQQD GL XQD PDWULFH q FRVWLWXLWD GD WXWWL HOHPHQWL QXOOL LO VXR GHWHUPLQDQWH q QXOOR $G HVHPSLR VLD

§ 0 a12 ¨ A = ¨ 0 a22 ¨0 0 ©

a13 · ¸ a23 ¸ a33 ¸¹

XQD PDWULFH (3x3) LQ FXL OD SULPD FRORQQD q QXOOD VYLOXSSDQGR LO VXR GHWHUPLQDQWH VHFRQGR WDOH FRORQQD VL KD

0 a12 A = 0 a22 0 0

a13 a a23 = 0 22 0 a33

a23 a33

+0

a12

a13

0

a33

+0

a12

a13

a22

a23

= 0

$QDORJDPHQWH VL GLPRVWUD LO FDVR GL XQD ULJD QXOOD HG LO FDVR JHQHUDOH GL PDWULFL (nxn)

'HWHUPLQDQWH GL XQD PDWULFH WULDQJRODUH

6LD

§ a11 ¨ A=¨ 0 ¨ 0 ©

a12 a22 0

a13 · ¸ a23 ¸ a33 ¸¹

XQD PDWULFH WULDQJRODUH VXSHULRUH GL RUGLQH VYLOXSSDQGR LO GHWHUPLQDQWH VHFRQGR OD SULPD FRORQQD VL RWWLHQH

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

a11

a12

A= 0 0

a22 0

a13

a a23 = a11 22 0 a33 = a11

a22 0

a23 a + 0 12 a33 0

a13 a + 0 12 a33 a22

a13 = a23

a23 = a11a22 a33 a33

1HO FDVR JHQHUDOH

a11 > @ 0

.. 0

a12

.. a1n

a 22

.. a 2 n

.. 0

.. .. .. a nn

a 22 = a11

a 23 .. a 21n

0

a 33

..

a 3n

.. 0

.. 0

.. ..

.. a nn

= .. = a11a 22 ...a nn

$OORUD DQFKH SHU OH PDWULFL WULDQJRODUH LO GHWHUPLQDQWH q GDWR GDO SURGRWWR GHL WHUPLQL GHOOD GLDJRQDOH SULQFLSDOH 7DOH SURSULHWj YDOH DQFKH SHU WXWWL L WLSL GL PDWULFL WULDQJRODUL LQIHULRUL H VXSHULRUL ULVSHWWR VLD DOOD GLDJRQDOH SULQFLSDOH VLD DOO·DQWLGLDJRQDOH

'HWHUPLQDQWH GL XQD PDWULFH GLDJRQDOH D EORFFKL

6LD

§ A C = ¨¨ © O2 XQD PDWULFH GL RUGLQH n GLDJRQDOH D EORFFKL FRQ A GL RUGLQH ( pxp) • • •

O1 · ¸ B ¸¹

B GL RUGLQH (n − p) x(n − p) O1 H O2 PDWULFL QXOOH

6YLOXSSDQGR LO GHWHUPLQDQWH VL RWWLHQH i1i2 ....i p i p +1 ......in

C = δ12...... p..........n c1i1 ...c pi p c( p +1)i p +1 ....cnin =

i1i2 ....i p i p +1 ......in = §¨ δ12..... p c1i1 ...c pi p ·¸ â‹… §¨ δ ( p+1)...n c( p+1)i p+1 ....cnin ·¸ © ¹ © ¹

GRYH ik = 1.. p SHU

i1i2 ....i p i1i2 ....in − p C = §¨ ε 12..... p a1i1 ...a pi p ·¸ â‹… §¨ ε 12..... pn− b1i1 ...bn− pin− p ·¸ ¹ ¹ © ©

k = 1.. p ik = ( p + 1)..n SHU k = ( p + 1)..n

jk = 1.. p SHU k = 1.. p HG LQ

FXL VL q WHQXWR FRQWR GHO IDWWR FKH cik = aik SHU i = 1.. p, k = 1,.. p ) • 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

•

cik = b(i − p )( k − p ) SHU i = ( p + 1).. p, k = ( p + 1),.. p )

/D SUHFHGHQWH HVSUHVVLRQH PHWWH LQ HYLGHQ]D FKH LQ XQD PDWULFH GLDJRQDOH FRQ GXH EORFFKL LO GHWHUPLQDQWH q GDWR GDO SURGRWWR GHL GHWHUPLQDQWL GHL VLQJROL EORFFKL Ë IDFLOH HVWHQGHUH WDOH ULVXOWDWR DQFKH DO FDVR JHQHUDOH XWLOL]]DQGR OD VWHVVD WHFQLFD GL GLPRVWUD]LRQH H SHUWDQWR VL KD

A11 O > @ O O O

O A22 O O O

O O A33 O O

... O ... O O... O = A11 A22 A33 ..... Ann ... O ... A22

'HWHUPLQDQWH GL XQD PDWULFH WULDQJRODUH D EORFFKL

6LD

§ A B· ¸¸ D = ¨¨ ©O C ¹

XQD PDWULFH GL RUGLQH n WULDQJRODUH D EORFFKL FRQ A GL RUGLQH ( pxp) •

B H C HQWUDPEH GL RUGLQH (n − p) x(n − p) • O PDWULFH QXOOD GL RUGLQH ( pxp) 6L YXROH GLPRVWUDUH FKH LO GHWHUPLQDQWH GL D q GDWR GDO SURGRWWR GHL GHWHUPLQDQWL GHL GXH EORFFKL •

GLDJRQDOL RVVLD

D = A ⋅C 6L RVVHUYL LQQDQ]LWXWWR FKH • JOL HOHPHQWL GL D FRLQFLGHQWL FRQ TXHOOL GL A VRQR d ki SHU k k

SHU k

= 1.. p ik = p + 1..n

SHU k

= p + 1..n ik − p = 1.. p

•

JOL HOHPHQWL GL D FRLQFLGHQWL FRQ TXHOOL GL B VRQR d ki

k+ p

•

JOL HOHPHQWL GL D FRLQFLGHQWL FRQ TXHOOL GL O VRQR d ki

k− p

•

JOL HOHPHQWL GL D FRLQFLGHQWL FRQ TXHOOL GL C VRQR d ki SHU k k

6WDQWH TXHVWD VHJPHQWD]LRQH VHJXH d1i ...d pi VRQR R HOHPHQWL GHOOD PDWULFH • 1

•

p

= 1.. p ik = 1.. p

= p + 1..n ik = p + 1..n

A SHU O·LQGLFH ik = 1.. p R HOHPHQWL GHOOD PDWULFH

B SHU O·LQGLFH ik = p + 1..n d ( p +1)i p+1 ....d nin VRQR R HOHPHQWL GHOOD PDWULFH O SHU O·LQGLFH ik = 1.. p R HOHPHQWL GHOOD PDWULFH C SHU O·LQGLFH ik =

p + 1..n

,QROWUH VH LO SULPR JUXSSR GL HOHPHQWL VRQR GHOOD PDWULFH A LO VHFRQGR VRQR GHOOD PDWULFH C LQ TXDQWR SHU OH SURSULHWj GHOO·LQGLFDWRUH GL /HYL &LYLWD L YDORUL GHOO·LQGLFH ik ULSHWXWL VRQR QXOOL $QDORJDPHQWH VH LO SULPR JUXSSR GL HOHPHQWL VRQR GHOOD PDWULFH B LO VHFRQGR VRQR GHOOD PDWULFH O HVVHQGR O FRVWLWXLWD GD WXWWL HOHPHQWL QXOOL WDOH FRPELQD]LRQH QRQ IRUQLVFH DOFXQ FRQWULEXWR 'HWWR TXHVWR SRVVLDPR FRQFOXGHUH FRPH VHJXH 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

i1i2 ....i p i p +1......in

D = δ12...... p..........n d1i1 ...d pi p d ( p+1)i p +1 ....d nin = i1i2 ....i p i1i2 ....in − p = §¨ ε 12..... p a1i1 ...a pi p ·¸ ⋅ §¨ ε 12.....n− p c1i1 ...cn− pin− p ·¸ = A ⋅ C © ¹ © ¹

,Q PRGR GHO WXWWR DQDORJR VL GLPRVWUD FKH LO GHWHUPLQDQWH GHOOD PDWULFH

§ A O· ¸¸ ULVXOWD SDUL D D = ¨¨ ©B C¹

D = A ⋅ C 6LD

0DWULFH LQYHUVD

A XQD PDWULFH (nxn) LQ TXHVWR SDUDJUDIR YRJOLDPR HYLGHQ]LDUH OH SURSULHWj GHOOD PDWULFH −1

LQYHUVD A H GHILQLUH OH PRGDOLWj GL FDOFROR GHL WHUPLQL

8QLFLWj GHOOD PDWULFH LQYHUVD −1

1RWLDPR LQQDQ]LWXWWR FKH VH A HVLVWH q DQFKH XQLFD LQIDWWL VL VXSSRQJD SHU DVVXUGR FKH HVLVWD XQD VHFRQGD PDWULFH A′ DQFK·HVVD LQYHUVD GL A SHU GHILQL]LRQH GHYRQR YDOHUH OH VHJXHQWL FRQGL]LRQL

AA−1 = I ½ ¾ A′A = I ¿

3UHPROWLSOLFDQGR D GHVWUD OD SULPD HTXD]LRQH SHU

A′ , A′A A −1 = A′I IA −1 = A′I A−1 = A′ =I

RVVLD OH GXH PDWULFL LQYHUVH GHYRQR HVVHUH XJXDOL

'HWHUPLQDQWH GHOOD PDWULFH LQYHUVD

'DOOD GHILQL]LRQH GL PDWULFH LQYHUVD VHJXH FKH WHQHQGR SUHVHQWH FKH I = 1 VL RWWLHQH

AA−1 = I DSSOLFDQGR OD UHJROD GHO SURGRWWR H

A A−1 = 1 GD FXL VHJXH

> @ A−1 = 1

A

'HWHUPLQD]LRQH GHOOD PDWULFH LQYHUVD 2

)LVVDWD XQD PDWULFH A nxn JOL n PLQRUL GL RUGLQH n − 1 YHQJRQR GHWWL &RIDWWRUL R &RPSOHPHQWR $OJHEULFL R $JJLXQWL LQ SDUWLFRODUH LO PLQRUH RWWHQXWR GDOOD PDWULFH A HOLPLQDQGR OD i − esima ULJD H OD j − esima FRORQQD q GHWWR FRIDWWRUH FRPSOHPHQWR DOJHEULFR R DJJLXQWR GHOO·HOHPHQWR aij q YLHQH LQGLFDWR FRQ LO VLPEROR cij ,QROWUH FRQ L FRPSOHPHQWL DOJHEULFL VL FRVWUXLVFH T

XQD PDWULFH C OD FXL WUDVSRVWD C YLHQH GHWWD 0DWULFH $JJLXQWD T

6L HIIHWWXL RUD LO SURGRWWR WUD PDWULFL AC

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

§ a11 ¨ ¨a T AC = ¨ 21 .. ¨ ¨a © n1

a12 a 22 .. an2

§ n ¨ ¦ a1i c1i ¨ i =1 ¨ n = ¨ ¦ a 2i c1i ¨ i =1 ¨ . ¨ n ¨ ¦ a ni c1i © i =1

.. a1n ·§ c11 ¸¨ .. a 2 n ¸¨ c12 .. .. ¸¨ .. ¸¨ .. a nn ¸¹¨© c1n n

¦ a1i c2i

..

¦ a 2i c 2i

..

..

..

¦ a ni c2i

..

i =1 n

i =1 n

i =1

.. c n1 · ¸ .. c n 2 ¸ = .. .. ¸ ¸ .. c nn ¸¹ n · ¦ a1i cni ¸¸ i =1 n ¸ ¦ a2i cni ¸ ¸ i =1 ¸ .. n ¸ ¦ ani cni ¸ i =1 ¹ c21 c 22 .. c2 n

5LFRUGDQGR OR VYLOXSSR GHO GHWHUPLQDQWH GL A VHFRQGR OH ULJKH FRPH VRPPD GL PLQRUL GL RUGLQH n − 1 RVVLD GL FRIDWWRUL LQ EDVH DOOD GHILQL]LRQH SUHFHGHQWH VL GHGXFH FKH • JOL HOHPHQWL VXOOD GLDJRQDOH SULQFLSDOH VRQR SDUL DO GHWHUPLQDQWH GL A RVVLD n

D

¦ a ji c ji = a ( j = 1..n) i =1

n

E

JOL DOWUL HOHPHQWL VRQR QXOOL

¦ a ji cki = 0 (k ≠ j; j = 1..n) 6L DSSOLFDQR JOL VWHVVL i =1

n

UDJLRQDPHQWL YLVWL QHO SDUDJUDIR $G HVHPSLR LO WHUPLQH

¦ a1i c2i = 0 LQ TXDQWR i =1

WDOH HVSUHVVLRQH q SDUL DO GHWHUPLQDQWH GL XQD PDWULFH LQ FXL L FRPSOHPHQWL DOJHEULFL GHOOD SULPD ULJD VRQR XJXDOL DL FRPSOHPHQWL DOJHEULFL GHOOD VHFRQGD ULJD PD FLz LPSOLFD FKH OD SULPD H OD VHFRQGD ULJD VRQR XJXDOL H TXLQGL LO GHWHUPLQDQWH q QXOOR n

$OORUD LQ JHQHUDOH

¦ a ji cki (k ≠ j ) q SDUL DO GHWHUPLQDQWH GL XQD PDWULFH LQ FXL L i =1

FRIDWWRUL GHOOD j − esima ULJD VRQR XJXDOL DL FRIDWWRUL GHOOD k − esima ULJD FLz LPSOLFD TXLQGL FKH OH GXH ULJKH VRQR XJXDOL H TXLQGL WDOH GHWHUPLQDQWH q QXOOR RVVLD n

¦ a ji cki = 0 (k ≠ j ) F

i =1

OH GXH SUHFHGHQWL FRQGL]LRQL VL SRVVRQR FRPSHQGLDUH QHOOD VHJXHQWH UHOD]LRQH n

¦ a ji cki = aδ jk

i =1

4XDQWR SUHFHGH SHUPHWWH GL SRUUH

§ a11 a12 ¨ ¨ a21 a22 T AC = ¨ .. .. ¨ ¨a © n1 an2

'D FXL

.. a1n ·§ c11 c21 ¸¨ .. a2n ¸¨ c12 c22 .. .. ¸¨ .. .. ¸¨ ¸ ¨ .. ann ¹© c1n c2n

.. cn1 · § a ¸ ¨ .. cn2 ¸ ¨ 0 =. .. .. ¸ ¨ . ¸ ¨ .. cnn ¸¹ ¨© 0

3DJ

0 .. a .. .. .. .. ..

0· §1 ¸ ¨ 0¸ ¨0 =a .. ¸ ¨ . ¸ ¨ a ¸¹ ¨© 0

0 1 .. ..

.. .. .. ..

0· ¸ 0¸ = aI .. ¸ ¸ 1 ¸¹


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

§1 · = aI A¨ C T ¸ = I ©a ¹

> @ AC T T

$QDOL]]LDPR RUD LO SURGRWWR C A

.. a1n · ¸ .. a2n ¸ = .. .. ¸ ¸ .. ann ¸¹ n · ¦ ainci1 ¸¸ i =1 n ¸ ¦ ainci 2 ¸ ¸ i =1 .. ¸ n ¸ ¦ aincin ¸ i =1 ¹

.. cn1 ·§ a11 a12 ¸¨ .. cn 2 ¸¨ a21 a22 .. .. ¸¨ .. .. ¸¨ ¸ ¨ .. cnn ¹© an1 an 2

§ c11 c21 ¨ c ¨c T AC = ¨ 12 22 .. .. ¨ ¨c © 1n c2n § n ¨ ¦ ai1ci1 ¨ i=1 ¨ n = ¨ ¦ ai1ci 2 ¨ i=1 . ¨ ¨ n ¨ ¦ ai1cin © i =1

n

¦ ai 2ci1

..

¦ ai 2ci2

..

..

..

¦ ai 2cin

..

i =1 n

i =1 n

i =1

5LFRUGDQGR OR VYLOXSSR GHO GHWHUPLQDQWH GL A VHFRQGR OH FRORQQH FRPH VRPPD GL PLQRUL GL RUGLQH n − 1 RVVLD GL FRIDWWRUL LQ EDVH DOOD GHILQL]LRQH SUHFHGHQWH VL GHGXFH FKH • JOL HOHPHQWL VXOOD GLDJRQDOH SULQFLSDOH VRQR SDUL DO GHWHUPLQDQWH GL A RVVLD n

D E

¦ aij cij = a ( j = 1..n) i =1

JOL DOWUL HOHPHQWL VRQR QXOOL n

¦ aij cik = 0 (k ≠ j; j = 1..n) i =1

6L DSSOLFDQR JOL VWHVVL UDJLRQDPHQWL YLVWL QHO SDUDJUDIR VYLOXSSDWL VHFRQGR OH FRORQQH n

$G HVHPSLR LO WHUPLQH

¦ ai1ci 2 = 0 LQ TXDQWR WDOH HVSUHVVLRQH q SDUL DO GHWHUPLQDQWH GL i =1

XQD PDWULFH LQ FXL L FRPSOHPHQWL DOJHEULFL GHOOD SULPD FRORQQD VRQR XJXDOL DL FRPSOHPHQWL DOJHEULFL GHOOD VHFRQGD FRORQQD PD FLz LPSOLFD FKH OD SULPD H OD VHFRQGD FRORQQD VRQR XJXDOL H TXLQGL LO GHWHUPLQDQWH q QXOOR n

$OORUD LQ JHQHUDOH

¦ aij cik (k ≠

j ) q SDUL DO GHWHUPLQDQWH GL XQD PDWULFH LQ FXL L FRIDWWRUL

i =1

GHOOD j − esima FRORQQD VRQR XJXDOL DL FRIDWWRUL GHOOD k − esima FRORQQD FLz LPSOLFD TXLQGL FKH OH GXH FRORQQH VRQR XJXDOL H TXLQGL WDOH GHWHUPLQDQWH q QXOOR RVVLD n

¦ aij cik = 0 (k ≠

j )

i =1

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL F

OH GXH SUHFHGHQWL FRQGL]LRQL VL SRVVRQR FRPSHQGLDUH QHOOD VHJXHQWH UHOD]LRQH n

¦ aij cik = aδ jk

i =1

/H SUHFHGHQWL FRQVLGHUD]LRQL SHUPHWWRQR GL SRUUH

'D FXL

§ c11 c21 ¨ c22 ¨c T C A = ¨ 12 .. .. ¨ ¨c © 1n c2n § a 0 .. ¨ ¨ 0 a .. =¨ . .. .. ¨ ¨ 0 .. .. ©

.. cn1 ·§ a11 ¸¨ .. cn 2 ¸¨ a21 .. .. ¸¨ .. ¸¨ .. cnn ¸¹¨© an1 0· §1 0 ¸ ¨ 0¸ ¨0 1 = a¨ ¸ .. . .. ¨ ¸ ¨ 0 .. a ¸¹ ©

.. a1n · ¸ .. a2 n ¸ = .. .. ¸ ¸ .. ann ¸¹

a12 a22 .. an 2

.. 0 · ¸ .. 0 ¸ = aI .. .. ¸ ¸ .. 1 ¸¹

> @ C T A = aI §¨ 1 C T ·¸ A = I 'DOOH UHOD]LRQL GL FXL DOOD > HG DOOD > VHJXH

©a

¹

§1 · §1 · A¨ C T ¸ = ¨ C T ¸ A = I ©a ¹ ©a ¹

GD FXL

> @ A −1

1 = CT a

2VVLD OD PDWULFH LQYHUVD GL A q GDOOD PDWULFH DJJLXQWD GLYLVR LO GHWHUPLQDQWH GL LQ DOWUL WHUPLQL

A−1 VL

RWWLHQH YDOXWDQGR OD PDWULFH WUDVSRVWD GL WXWWL L FRPSOHPHQWL DOJHEULFL cij PDWULFH DJJLXQWD GLYLVL SHU

a GHWHUPLQDQWH GL A

0DWULFH LQYHUVD GHOOD PDWULFH WUDVSRVWD

T

6LD

A OD PDWULFH WUDVSRVWD GL XQD PDWULFH A QRQ VLQJRODUH SHU YDOXWDUQH OD PDWULFH LQYHUVD RFFRUUH T DSSOLFDUH D A OD > H TXLQGL GHWHUPLQDUQH LO GHWHUPLQDQWH H OD PDWULFH DJJLXQWD 6LD KD • •

AT = A = a FRPH GLPRVWUDWR QHL SDUDJUDIL SUHFHGHQWL T

LQGLFKLDPR FRQ B OD PDWULFH DJJLXQWD GL A YDOH OD VHJXHQWH XJXDJOLDQ]D

B = C T H TXLQGL B T = C GRYH FRQ C VL LQGLFD OD PDWULFH DJJLXQWD GL A &Lz VHJXH

GLUHWWDPHQWH GDOOD GHILQL]LRQH GL PDWULFH WUDVSRVWD $OORUD VL RWWLHQH

( )−1 =

> @ AT

1 AT

BT =

3DJ

( )

T 1 C = A −1 a


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

6LPEROR GL .URQHFNHU JHQHUDOL]]DWR

,O VLPEROR GL .URQHFNHU JHQHUDOL]]DWR q PROWR XWLOH SHU OD GHILQL]LRQH GL XQ IRUPDOLVPR FRPSDWWR LQ UHOD]LRQH DL GHWHUPLQDQWL HG DL PLQRUL SHU LQFLVR O·LQGLFDWRUH GL /HYL &LYLWD SHU FHUWL DVSHWWL q XQ FDVR SDUWLFRODUH GHO VLPEROR GL .URQHFNHU 1HO SDUDJUDIR DEELDPR LQWURGRWWR LO VLPEROR GL .URQHFNHU D GXH LQGLFL

­1 se i ≠j GRYH (i = 1..n ; j = 1..n) ¯0 se i = j

δ ij = ®

WDOH VLPEROR YHUUj LQGLFDWR FRPH VLPEROR D GXH LQGLFL R VLPEROR GL .URQHFNHU VHPSOLFH ,Q PRGR LQGLIIHUHQWH SRVVLDPR XVDUH XQ IRUPDOLVPR LQ FXL L GXH LQGLFL LQYHFH GL HVVHUH LQ EDVVR VRQR SRVWL XQR LQ DOWR LQ DSLFH HG XQR LQ EDVVR D SHGLFH δ j i

­1 se i ≠j QHO FDVR JHQHUDOL]]DWR =® ¯0 se i = j

FRQYLHQH XWLOL]]DUH TXHVWD QRWD]LRQH 6L RVVHUYL FKH DOOH SRVL]LRQL GHJOL LQGLFL LQ DOWR RG LQ EDVVR QRQ q YLHQH GDWR QHVVXQ VLJQLILFDWR SDUWLFRODUH YHGUHPR LQ VHJXLWR TXDQGR VL LQWURGXUUDQQR OH FRPSRQHQWL FRYDULDQWL H FRQWURYDULDQWL GL XQ YHWWRUH R GL XQ WHQVRUH FKH D WDOL SRVL]LRQL VL DWWULEXLVFH LQYHFH XQ VLJQLILFDWR SUHFLVR FKH SHU LO PRPHQWR QRQ YLHQH GHILQLWR

6LPEROR D TXDWWUR LQGLFL

6L SUHGDQR GXH FRSSLH GL LQGLFL (i1 , i2 ) H ( j1 , j 2 ) VL VXSSRQJD FKH FLDVFXQ LQGLFH SRVVD DVVXPHUH XQ YDORUH LQWHUR FRPSUHVR WUD 1 H n RVVLD (ik = 1..n) H ( jk = 1..n) 6L GLFH FKH OD FRSSLD ( j1 j 2 ) UDSSUHVHQWD ULVSHWWR DOOD FRSSLD (i1i2 ) • XQD SHUPXWD]LRQH SDUL VH q SDUL LO QXPHUR GL VFDPEL SHU SRUWDUH OD VHTXHQ]D j1 j 2 DG HVVHUH XJXDOH DOOD VHTXHQ]D i1i2 H VH LQ FLDVFXQD VHTXHQ]D QRQ F·q ULSHWL]LRQH GL FLIUH •

XQD SHUPXWD]LRQH GLVSDUL VH VH q GLVSDUL LO QXPHUR GL VFDPEL SHU SRUWDUH OD VHTXHQ]D j1 j 2 DG HVVHUH XJXDOH DOOD VHTXHQ]D i1i2 H VH LQ FLDVFXQD VHTXHQ]D QRQ F·q ULSHWL]LRQH GL FLIUH

'DOOD GHILQL]LRQH VHJXH FKH SHU DYHUH XQD SHUPXWD]LRQH OH GXH VHTXHQ]H GHYRQR DYHUH OH VWHVVH FLIUH HG LQ RUGLQH HYHQWXDOPHQWH GLYHUVR 1HO FDVR GL VHTXHQ]H GL GXH LQGLFL OH SHUPXWD]LRQL VRQR DEEDVWDQ]D VHPSOLFL SRLFKp VL SRVVRQR YHULILFDUH VROR GXH FDVL • VHTXHQ]H FRLQFLGHQWL QHO FDVR SDUL • VHTXHQ]H LQYHUWLWH QHO FDVR GLVSDUL $G HVHPSLR SRVWR (i1i2 ) = (75) VLD KD • ( j1 j2 ) = (75) SHUPXWD]LRQH SDUL GL (i1i2 ) = (75) • •

( j1 j2 ) = (57) SHUPXWD]LRQH GLVSDUL GL (i1i2 ) = (75) ( j1 j2 ) = (74) QRQ q XQD SHUPXWD]LRQH GL (i1i2 ) = (75) ( j1 j2 ) = (77) QRQ q XQD SHUPXWD]LRQH SRLFKp OD FLIUD q ULSHWXWD

• )DWWH TXHVWH SUHPHVVH VL SRQH SHU GHILQL]LRQH

­+ 1 °° i i δ 1 2 = ®âˆ’ 1 j j 1 2 ° °¯ 0

se

( j j ) permutazio ne pari di (i i ) 1 2 12 se ( j j ) permutazio ne dispari di (i i ) 1 2 12 se ( j j ) non è una permutazio ne di ( i i ) 1 2 12 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL 6L RVVHUYL FKH GDOOD GHILQL]LRQH VHJXH •

ε ij = δ12ij

•

VH n 2

δ ij11ij22 = 0 LQ

TXDQWR QHFHVVDULDPHQWH QHOOH GXH VHTXHQ]H FL GHYH HVVHUH XQD

ULSHWL]LRQH GHOOH FLIUH ,QROWUH LO VLPEROR D TXDWWUR LQGLFL SXz HVVHUH VYLOXSSDWR LQ VLPEROL D GXH LQGLFL YDOH LQIDWWL OD VHJXHQWH UHOD]LRQH > @

δ

i1i2 j1 j2

=δ

i1 i2 δ j1 j2

−δ

i1 i2 δ j2 j1

=

δ ij1

1

δ ij1

i2 j1

i2 j2

δ

2

δ

,O SDVVDJJLR GDO VHFRQGR DO WHU]R PHPEUR VL JLXVWLILFD IDFLOPHQWH ULFRUGDQGR OR VYLOXSSR GL XQ GHWHUPLQDQWH GL RUGLQH SHU TXDQWR ULJXDUGD LQYHFH O·XJXDJOLDQ]D WUD SULPR H VHFRQGR PHPEUR VL RVVHUYL VRQR SRVVLELOL WUH FDVL OD VHTXHQ]D ( j1 j 2 ) QRQ q XQD SHUPXWD]LRQH GHOOD VHTXHQ]D (i1i2 ) TXLQGL LO SULPR PHPEUR q QXOOR SHU GHILQL]LRQH SHU TXDQWR ULJXDUGD LO VHFRQGR PHPEUR VL RVVHUYL FKH DOPHQR XQR GHJOL LQGLFL i q GLYHUVR GD TXDOVLDVL LQGLFH j 6L VXSSRQJD FKH WDOH LQGLFH GLYHUVR VLD i1 DOORUD VRQR QXOOL L WHUPLQL δ j1 H δ j1 H TXLQGL q QXOOR LO VHFRQGR PHPEUR HG q GLPRVWUDWD O·XJXDJOLDQ]D i

i

1

2

$QDORJR UDJLRQDPHQWR YDOH VXSSRQHQGR FKH O·LQGLFH GLYHUVR VLD i2

q XQD SHUPXWD]LRQH SDUL GHOOD VHTXHQ]D (i1i2 ) TXLQGL LO SULPR PHPEUR q OD VHTXHQ]D SHU GHILQL]LRQH SHU TXDQWR ULJXDUGD LO VHFRQGR PHPEUR VL RVVHUYL FKH OH GXH VHTXHQ]H GHYRQR QHFHVVDULDPHQWH FRLQFLGHUH RVVLD i1 = j1 H i2 = j 2 DOORUD LO SULPR WHUPLQH q SDUL D HG LO VHFRQGR q QXOOR ULVXOWD TXLQGL GLPRVWUDWD O·XJXDJOLDQ]D OD VHTXHQ]D ( j1 j 2 ) q XQD SHUPXWD]LRQH GLVSDUL GHOOD VHTXHQ]D (i1i2 ) TXLQGL LO SULPR PHPEUR q SHU GHILQL]LRQH SHU TXDQWR ULJXDUGD LO VHFRQGR PHPEUR VL RVVHUYL FKH OH GXH VHTXHQ]H GHYRQR QHFHVVDULDPHQWH HVVHUH LQYHUWLWH RVVLD i1 = j 2 H i2 = j1 DOORUD LO VHFRQGR WHUPLQH q SDUL D HG LO SULPR q QXOOR ULVXOWD TXLQGL GLPRVWUDWD O·XJXDJOLDQ]D (

j

1

j

2

)

6LPEROR D VHL LQGLFL

6L SUHQGDQR GXH WHUQH GL LQGLFL (i1i2i3 ) H ( j1 j2 j3 ) VL VXSSRQJD FKH FLDVFXQ LQGLFH SRVVD DVVXPHUH XQ YDORUH LQWHUR FRPSUHVR WUD 1 H n RVVLD (ik = 1..n) H ( jk = 1..n) 6L GLFH FKH OD WHUQD ( j1 j2 j3 ) UDSSUHVHQWD ULVSHWWR DOOD WHUQD (i1i2i3 ) •

XQD SHUPXWD]LRQH SDUL VH q SDUL LO QXPHUR GL VFDPEL SHU SRUWDUH OD VHTXHQ]D j1 j2 j3 DG HVVHUH XJXDOH DOOD VHTXHQ]D i1i2 i3 H VH LQ FLDVFXQD VHTXHQ]D QRQ F·q ULSHWL]LRQH GL FLIUH

•

XQD SHUPXWD]LRQH GLVSDUL VH VH q GLVSDUL LO QXPHUR GL VFDPEL SHU SRUWDUH OD VHTXHQ]D j1 j 2 j3 DG HVVHUH XJXDOH DOOD VHTXHQ]D i1i2 i3 H VH LQ FLDVFXQD VHTXHQ]D QRQ F·q ULSHWL]LRQH GL FLIUH

9DOJRQR OH VWHVVH RVVHUYD]LRQL GHO SDUDJUDIR SUHFHGHQWH RVVLD SHU DYHUH XQD SHUPXWD]LRQH OH GXH VHTXHQ]H GHYRQR HVVHUH FRVWLWXLWH GDOOH VWHVVH FLIUH LQ RUGLQH HYHQWXDOPHQWH GLYHUVR H VHQ]D ULSHWL]LRQH SHUWDQWR • GXH VHTXHQ]H FRQ FLIUH GLYHUVH QRQ VRQR O·XQD XQD SHUPXWD]LRQL GHOO·DOWUD FRPH DG HVHPSLR ( j1 j2 j3 ) = (745) QRQ q XQD SHUPXWD]LRQH GL (i1i2i3 ) = (759) 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

•

( j1 j2 j3 ) = (775) QRQ q XQD SHUPXWD]LRQH SRLFKp OD FLIUD q ULSHWXWD

)DWWH TXHVWH SUHPHVVH VL SRQH SHU GHILQL]LRQH

δ ij11ij22i3j3

(i1i2i3 ) ­+ 1 se ( j1 j2 j3 ) permutazione pari di ° = ®âˆ’ 1 se ( j1 j2 j3 ) permutazione dispari di (i1i2i3 ) ° 0 se ( j j j ) non è una permutazione (i i i ) 1 2 3 12 3 ¯

6L RVVHUYL FKH GDOOD GHILQL]LRQH VHJXH •

ijk ε ijk = δ123

•

VH n 3

•

δ ij11i2j2i3j3 = 0 LQ TXDQWR QHFHVVDULDPHQWH QHOOH GXH VHTXHQ]H FL GHYH HVVHUH XQD

ULSHWL]LRQH GL FLIUH

δ ij12i 2j1i3j3 = −δ ij11ij22i3j3

SRLFKp DYHQGR HVHJXLWR XQD LQYHUVLRQH GHOOD WHUQD LQ EDVVR VL KD

VLFXUDPHQWH XQ FDPELDPHQWR GL VHJQR SL LQ JHQHUDOH VH OD WHUQD LQ EDVVR VXELVFH XQD SHUPXWD]LRQH GLVSDUL ULVSHWWR D ( j1 j2 j3 ) VL KD XQ VHJQR PHQR DQDORJDPHQWH VH OD WHUQD LQ DOWR VXELVFH XQD SHUPXWD]LRQH GLVSDUL ULVSHWWR D (i1i2i3 ) 1DWXUDOPHQWH QRQ VL KD QHVVXQ FDPELDPHQWR GL VHJQR VH L GXH FDVL VL YHULILFDQR FRQWHPSRUDQHDPHQWH ,QROWUH LO VLPEROR D VHL LQGLFL SXz HVVHUH VYLOXSSDWR LQ VLPEROL D GXH LQGLFL YDOH LQIDWWL OD VHJXHQWH UHOD]LRQH

> @

δ

i1i2i3 j1 j2 j3

=δ

i1 i2i3 δ j1 j2 j3

−δ

i1 i2i3 δ j2 j1 j3

+δ

i1 i2i3 δ j3 j1 j2

δ ij1

1

δ ij1

i2 j1 i3 j1

i2 j2 i3 j2

=δ

δ

2

δ δ

δ ij1

2

δ δ

i2 j3 i3 j3

3HU GLPRVWUDUH O·XJXDJOLDQ]D WUD SULPR H VHFRQGR PHPEUR GHOOD > VL RVVHUYL FKH VL SRVVRQR YHULILFDUH TXDWWUR FDVL

i1 = j1 LO SULPR PHPEUR YDOH δ ij11ij22i3j3 = δ ij22ij33 SHU LO VHFRQGR PHPEUR VL KD

•

δ ij11 δ ij22ij33 = δ ij22ij33 δ ij12 δ ij12ij33 = 0 δ ij13δ ij12ij32 = 0 GD FLz VHJXH OD YHULILFD GHOO·XJXDJOLDQ]D

i1 = j2 LO SULPR PHPEUR YDOH δ ij11ij22i3j3 = −δ ij12i 2j1i3j3 = −δ ij12 ij33 SHU LO VHFRQGR PHPEUR VL KD

•

δ ij11δ ij22i3j3 = 0 δ ij12 δ ij12 ij33 = δ ij12 ij33 δ ij13δ ij12ij32 = 0 GD FLz VHJXH OD YHULILFD GHOO·XJXDJOLDQ]D

i1 = j3 LO SULPR PHPEUR YDOH δ ij11ij22i3j3 = δ ij13i 2j1i3j 2 = δ ij12 ij32 SHU LO VHFRQGR PHPEUR VL KD

•

δ ij11δ ij22i3j3 = 0 δ ij12 δ ij12ij33 = 0 δ ij13 δ ij12 ij32 = δ ij12 ij32 GD FLz VHJXH OD YHULILFD GHOO·XJXDJOLDQ]D

i1 GLYHUVR GD TXDOVLDVL LQGLFH j LO SULPR PHPEUR YDOH δ ij11i2j2i3j3 = 0 SHU LO VHFRQGR PHPEUR VL KD •

δ ij11δ ij22i3j3 = 0 δ ij12 δ ij12ij33 = 0 δ ij13δ ij12ij32 = 0 GD FLz VHJXH OD YHULILFD GHOO·XJXDJOLDQ]D 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL 3HU GLPRVWUDUH O·XJXDJOLDQ]D WUD SULPR H WHU]R PHPEUR GHOOD > VL RVVHUYL TXDQWR VHJXH VYLOXSSDQGR LO GHWHUPLQDQWH VHFRQGR OD SULPD ULJD

δ ij11 δ ij12 δ ij12

D

δ ij12 δ ij31

δ ij22 δ ij32

E

δ ij22i3j3

=

δ ij23 δ ij33

= δ ij11

δ ij22 δ ij23

δ ij12 δ ij23

δ ij12 δ ij22

δ ij32

δ ij13

δ ij31 δ ij32

δ ij22 δ ij23

i i δ j2 j3 i3 1 3 δ j3

δ ij32

=

i1 i3 − δ j2 δ j3

δ ij12 δ ij31

δ ij23

i i δ j2 j3 i3 1 2 δ j3

i1 i3 + δ j2 δ j3

=

δ ij12 δ ij22 δ ij13 δ ij32

'D SUHFHGHQWL SXQWL VHJXH O·XJXDJOLDQ]D WUD LO VHFRQGR HG LO WHU]R PHPEUR GHOOD> H TXLQGL DQFKH O·XJXDJOLDQ]D FRQ LO SULPR PHPEUR

6LPEROR D S LQGLFL

,O FDVR JHQHUDOH VL KD VXSSRQHQGR GXH VHTXHQ]H GL

p LQGLFL (i1i2 ....i p ) H ( j1 j2 .... j p ) FRQ FLDVFXQ

= 1..n) H ( jk = 1..n) $QFKH LQ TXHVWR FDVR VL GHILQLVFH LO FRQFHWWR GL SHUPXWD]LRQH GHOOD VHTXHQ]D ( j1 , j 2 ,.... j p ) ULVSHWWR

LQGLFH FKH DVVXPH YDORUL LQWHUL FRPSUHVL WUD 1 H n RVVLD (ik

DOOD VHTXHQ]D (i1 , i2 ,.....i p ) H YDOJRQR OH VWHVVH FRQVLGHUD]LRQL VYLOXSSDWH SHU L FDVL SDUWLFRODUH GHL GXH SDUDJUDIL SUHFHGHQWL )DWWH TXHVWH SUHPHVVH VL SRQH SHU GHILQL]LRQH i i ....i

δ j11 2j2 ... jpp

­+ 1 se ( j1 j 2 .... j p ) permutazione pari di (i1i2 ....i p ) ° = ®âˆ’ 1 se ( j1 j 2 .... j p ) permutazione dispari di (i1i2 ....i p ) ° ¯ 0 se ( j1 j 2 .... j p ) non è una permutazione (i1i2 ....i p )

6L RVVHUYL FKH GDOOD GHILQL]LRQH VHJXH i i ....i p

•

ε 12

•

VH

i i ....i

12 p = δ123 ... p

n p δ ij11i2j2.......ijpp = 0 LQ TXDQWR QHFHVVDULDPHQWH QHOOH GXH VHTXHQ]H FL GHYH HVVHUH XQD

ULSHWL]LRQH GL FLIUH 9DOH LQILQH OD VHJXHQWH UHOD]LRQH OD FXL GLPRVWUD]LRQH q DQDORJD D TXHOOD YLVWD SHU L FDVL SDUWLFRODUL i i ....i

> @

i ....i

i ......i

i ....i

δ ij11 δ ij12 ....δ ij1p

δ j11 j22 .. j pp = δ ij11δ j22 ....jpp − δ ij12 δ j21 j3...jpp ± δ ij1p δ j12....jpp−1 = ... ... ... ip ip i δ j1 δ j2 .....δ jpp

3URSULHWj GHO 6LPEROR GL .URQHFNHU JHQHUDOL]]DWR

,Q TXHVWR SDUDJUDIR YHQJRQR SUHVHQWDWH DOFXQH SURSULHWj GHO VLPEROR GL .URQHFNHU 1HL FDVL LQ FXL JOL LQGLFL LQ DOWR HG LQ EDVVR VLDQR XJXDOL VL VXSSRQH FKH YHQJD HIIHWWXDWD OD VRPPD ULVSHWWR D WDOL LQGLFL DG HVFOXVLRQH GHL FDVL LQ FXL YHQJD HVSOLFLWDPHQWH GLFKLDUDWR LO FRQWUDULR VHFRQGR OD QRWD]LRQH GL (LQVWHLQ LQ WDOL FDVL VL GLFH FKH YLHQH HIIHWWXDWD XQD RSHUD]LRQH GL FRQWUD]LRQH GHJOL LQGLFL SRLFKp FRPH VL YHGUj LQ VHJXLWR JOL LQGLFL VX FXL YLHQH HIIHWWXDWD OD VRPPD QRQ DSSDLRQR H TXLQGL LO QXPHUR GL LQGLFL SUHVHQWL YLHQH ULGRWWR RVVLD FRQWUDWWR 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

&RPH LQ SUHFHGHQ]D VL VXSSRQH GL DYHUH GXH GL

p LQGLFL (i1i2 ....i p ) H ( j1 j2 .... j p ) FRQ FLDVFXQ LQGLFH

FKH DVVXPH YDORUL LQWHUL FRPSUHVL WUD 1 H n RVVLD (ik = 1..n) H ( jk = 1..n) 3URSULHWj

....in δ i1i1ii22.... in = n! LQIDWWL OD VHTXHQ]D (i1i2 ....in ) SXz DVVXPHUH n! n − ple GLYHUVH SRLFKp OH VHTXHQ]H

LQ DOWR HG LQ EDVVR VRQR XJXDOL VL KD OD VRPPD GL n! WHUPLQL SDUL DG FRPH VL YHGH OD VRPPD VX WXWWL JOL LQGLFL SRUWD DG XQD TXDQWLWj QXPHULFD QRQ GLSHQGHQWH GD LQGLFL LO QXPHUR GHL TXDOL VL q ULGRWWR D ]HUR RVVLD FRQWUDWWR D ]HUR

§n ·

i i ....i

§n ·

δ i11i22....i pp = ¨¨ ¸¸ p! ( p ≤ n) LQIDWWL HVLVWRQR ¨¨ ¸¸ VHTXHQ]H (i1i2 ....i p ) FLDVFXQD GHOOH TXDOL DVVXPH © p¹ © p¹ p! p − ple GLYHUVH SHU RJQXQR GHL TXDOL LO VLPEROR GL .URQHFNHU DVVXPH LO YDORUH VL KDQQR §n · ¸¸ VRPPH GL p! WHUPLQL SDUL DG © p¹

GXQTXH ¨¨

...i k i k +1 ......i n i k +1 ....i n δ ii11ii22.... i k j k +1 .... j n = k!δ j k +1 .... j n LQ TXHVWD HVSUHVVLRQH JOL ( n − k ) LQGLFL (ik +1....in ) H ( j k +1 .... j n )

k LQGLFL (i1i2 ....ik ) YDULDELOL SHU OD VRPPD SRVVRQR DVVXPHUH VROR k YDORUL SHUWDQWR VL KDQQR k ! WHUPLQL GLYHUVL FKH SRVVRQR DVVXPHUH L YDORUL R D VHFRQGD FKH VRQR ILVVDWL HG L

( jk +1.... jn ) UDSSUHVHQWD XQD SHUPXWD]LRQH SDUL R GLVSDUL ULVSHWWR D (ik +1....in ) VL QRWL LQILQH OD FRQWUD]LRQH GHJOL LQGLFL

i i ...i i

......i

§n·

i

....i

δ i11i 22....ikk jkk++11 .... j pp = ¨¨ ¸¸k!δ jkk++11 .... jpp ( p ≤ n) VHJXH GDOOD DSSOLFD]LRQH WUD OD VHFRQGD SURSULHWj H OD ©k ¹

WHU]D

i i ....i

h h ....h

i i ....i

δ h11h22 ..h pp δ j11j22.. j p p = p!δ j11 2j2 .. j pp ( p ≤ n) LQIDWWL OD VHTXHQ]D (h1h2 ....h p ) DVVXPH p! p − ple SHU i1i2 ....i p h1h2 ....h p δ 1 2 ..h p j1 j2 .. j p

RJQXQD GHOOH TXDOL δ h h •

i i ....i

= δ j11 2j2 .. j pp SRLFKp

VH VLD (i1i2 ....i p ) FKH ( j1 j 2 .... j p ) VRQR SHUPXWD]LRQL SDUL GLVSDUL GL

(h1h2 ....h p ) VHJXH

(i1i2 ....i p ) q XQD SHUPXWD]LRQH SDUL GLVSDUL GL ( j1 j2 .... j p ) •

VH

(i1i2 ....i p ) q XQD SHUPXWD]LRQH SDUL GLVSDUL GL (h1h2 ....h p ) H ( j1 j2 .... j p ) q XQD

SHUPXWD]LRQL GLVSDUL SDUL GL (h1h2 ....h p ) VHJXH (i1i2 ....i p ) q XQD SHUPXWD]LRQH GLVSDUL GL ( j1 j2 .... j p )

ε

i1i2 ....in

ε i1i2 ....in = n! LQIDWWL OD VHTXHQ]D (i1i2 ....in ) SXz n! n − ple GLYHUVH H TXLQGL VL KD XQD

VRPPD GL

n! WHUPLQL FKH VRQR WXWWL XJXDOL DG SRLFKp VH ε i1i2 ....in = 1 ε i1i2 ....in = 1 H VH

ε i1i2 ....in = −1 ε i1i2 ....in = −1

....i n ε i1i 2 ....in ε i1i 2 ....in = δ ii11ii22.... i n TXHVWD XJXDJOLDQ]D VHJXH GDOOD SULPD SURSULHWj H GDOOD VHVWD

ε

i1i 2 ....i p

i i ....i

i i ....i

2 p 12........ p 12 p ε j1 j 2 .... j p = δ121 ....... p δ j1 j 2 .... j p = δ j1 j 2 .... j p

GRYH (h1h2 ....h p )

VHJXH GDOOD DSSOLFD]LRQH GHOOD SURSULHWj

= (12.... p) XQD GHOOH p! p − ple

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 'HWHUPLQDQWL

(VSUHVVLRQH GHO GHWHUPLQDQWH WUDPLWH LO VLPEROR GL .URQHFNHU

5LFRUGDQGR OD> VL KD

ε q1q 2 ....q n A = ε i1i2 .....i n aq1i1 aq 2 i 2 .....aq n in ε q1q 2 ....q n ε q1q 2 ....q n A = ε q1q 2 ....q n ε i1i2 .....i n aq1i1 aq 2 i 2 .....aq n in

i1i2 .....in

n! A = ε q1q 2 ....q n ε i1i2 .....i n aq1i1 aq 2 i 2 .....aq n i n = δ q1q 2 ....q n aq1i1 aq 2 i 2 .....aq n i n VXSSRQHQGR GL HVHJXLUH OD VRPPD DQFKH VXJOL LQGLFL ( q1q2 ....qn ) ROWUH QDWXUDOPHQWH VXJOL LQGLFL

(i1i2 ....in )

1 i1i2 .....in A = δ q q ....q aq i aq i .....aqnin > @ n! 1 2 n 1 1 2 2

6H QRQ YLHQH HIIHWWXDWD OD VRPPD VX ( q1q2 ....qn ) DOORUD YDOH DQFKH OD VHJXHQWH HVSUHVVLRQH > @

i1i 2 .....i n

A = δ q1q2 ....qn a q1i1 a q2i2 .....a qn in

/D SUHFHGHQWH HTXD]LRQH VHJXH DQFKH GDO IDWWR FKH

ε q1q 2 ....q n A = ε i1i 2 .....in aq1i1 aq 2 i2 .....aq n i n = ε q1q 2 ....q n ε i1i 2 .....i n aq1i1 aq 2 i 2 .....aq n i n = i1i2 .....in

= δ q1q 2 ....q n aq1i1 aq 2 i 2 .....aq n i n

6L RVVHUYL FKH OD > q OD SL JHQHUDOH HVSUHVVLRQH GL XQ GHWHUPLQDQWH GL RUGLQH n LQIDWWL O·HVSUHVVLRQH FRQ O·LQGLFDWRUH GL /HYL &LYLWD q XQ FDVR SDUWLFRODUH LQ FXL (q1q2 ....qn ) = (12....n) LQIDWWL > @

i i ....i

2 p A = ε i1i2 .....in a1i1 a 2i2 .....a nin = δ 121 ....... p a1i1 a 2i2 .....a nin

BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL

&$3,72/2 6SD]L /LQHDUL

1HO SUHVHQWH FDSLWROR YLHQH LQWURGRWWD OD GHILQL]LRQH JHQHUDOH GL 6SD]LR /LQHDUH GHWWR DQFKH 6SD]LR 9HWWRULDOH

&RQFHWWL LQWURGXWWLYL

3ULPD GL GHILQLUH XQR VSD]LR OLQHDUH SUHVHQWLDPR XQ HVHPSLR VLD F O·LQVLHPH GHOOH IXQ]LRQL f : R → R D YDORUL UHDOL GL XQD YDULDELOH UHDOH DG HVHPSLR D WDOH LQVLHPH DSSDUWLHQH OD IXQ]LRQH

cos(x) GRYH x q OD YDULDELOH UHDOH RVVLD LQGLFD XQD JUDQGH]]D FKH SXz DVVXPHUH TXDOVLDVL YDORUH QHO FDPSR GHL QXPHUL UHDOL FRPH DG HVHPSLR 2 π 2,234 H cos(x) q XQ HQWH PDWHPDWLFR FKH DG RJQL YDORUH UHDOH DVVXQWR GD x IRUQLVFH LO UHODWLYR FRVHQR FKH q DQFK·HVVR XQ QXPHUR UHDOH H SHU TXHVWR PRWLYR q GHWWD IXQ]LRQH D YDORUL UHDOL RVVLD FKH DVVXPH YDORUL UHDOL GHO YDORUH QXPHULFR UHDOH DVVXQWR GDOOD YDULDELOH x &RVu VH •

x = 2 → cos( x) = cos( 2 ) x = π → cos( x) = cos(π ) = −1

• 6L RVVHUYL FKH OH IXQ]LRQL f : R → R LQGLFDWH DQFKH FRQ f (x) SHU PHWWHUH LQ HYLGHQ]D OD GLSHQGHQ]D GDOOD YDULDELOH x VRQR GHOOH DSSOLFD]LRQL H UDSSUHVHQWDQR XQ HQWH GLYHUVR GD XQ HQWH QXPHULFR HVVH DVVXPRQR XQ YDORUH QXPHULFR VROR TXDQGR DOOD x VL DVVHJQD XQR VSHFLILFR YDORUH IDQQR SDUWH GL F DG HVHPSLR

sin(x) e x log(x) HFF

/·LQVLHPH F SXz HVVHUH GRWDWR GL XQD VWUXWWXUD GL JUXSSR GHILQHQGR XQD RSHUD]LRQH (+) VRPPD GL IXQ]LRQL GHILQLWD FRPH VHJXH GHWWH

f : R → R H g : R → R GXH IXQ]LRQL DSSDUWHQHQWL D F VL SRQH

[ f + g]=

f ( x ) + g ( x )

2VVLD O·RSHUD]LRQH (+) GHILQLVFH XQD IXQ]LRQH FKH SHU RJQL YDORUH GHOOD x GHWHUPLQD XQ YDORUH QXPHULFR RWWHQXWR GDOOD VRPPD GL TXHOOL IRUQLWL GDOOD f H GDOOD g DG HVHPSLR

( f = cos, g = sin) (cos+ sin) = cos( x) + sin( x)

Ë VHPSOLFH YHULILFDUH FKH ( F ,+ ) KD XQD VWUXWWXUD GL JUXSSR LQIDWWL FRQ YDOJRQR OH SURSULHWj VHJXHQWL 3DJ

f ∈ F g ∈ F H h ∈ F


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL • •

+ g ) ∈ F $VVRFLDWLYLWj [( f + g ) + h ]( x ) = [ f + g ]( x ) + h ( x) = f ( x ) + g ( x ) + h ( x ) FKLXVXUD ( f

[( f + g ) + h]( x) =

f ( x ) + [g ( x ) + h( x ) ] = [ f + ( g ) + h)]( x )

(VLVWHQ]D GHOO·HOHPHQWR QHXWUR GHWWD I 0 OD IXQ]LRQH GHILQLWD LQ PRGR WDOH FKH SHU RJQL

x

I 0 ( x) = 0 VL KD LQIDWWL ( f + I 0 )( x) = f ( x) + I 0 ( x) = f ( x) + 0 = f ( x) •

(VLVWHQ]D GHOO·HOHPHQWR RSSRVWR GL XQD IXQ]LRQH

[

]

f

[

]

GHWWD − f OD IXQ]LRQH GHILQLWD LQ PRGR

WDOH FKH SHU RJQL x − f ( x ) = − f ( x) VL KD LQIDWWL

f ( x) + [− f ]( x) = f ( x) − f ( x) = 0 = I 0 ( x)

6LD RUD ( R,+,⋅) LO FDPSR GHL QXPHUL UHDOL FRQ OH XVXDOL RSHUD]LRQL GL VRPPD H SURGRWWR WUD QXPHUL HG LQGLFKLDPR FRQ α

β GXH TXDOVLDVL HOHPHQWL GL R

'HILQLDPR RUD XQD RSHUD]LRQH FKH WUD HOHPHQWL GL R RVVLD QXPHUL UHDOL HG HOHPHQWL GL IXQ]LRQL IRUQHQGR FRPH ULVXOWDWR XQ HOHPHQWR GL F ($) : R × F → F

F RVVLD

α $ f ( x) = α ⋅ f ( x)

/·RSHUD]LRQH

($) DVVRFLD DOOD FRSSLD FRVWLWXLWD GDO QXPHUR UHDOH α H GDOOD IXQ]LRQH f RVVLD DOOD FRSSLD (α , f ) ∈ ( R × F ) OD IXQ]LRQH RWWHQXWD GDO SURGRWWR α ⋅ f ( x) FKH SHU RJQL YDORUH GHOOD YDULDELOH x IRUQLVFH LO QXPHUR RWWHQXWR GDO SURGRWWR GL α SHU LO YDORUH QXPHULFR IRUQLWR GD f ( x) $G HVHPSLR VL VXSSRQJD FKH • f ( x) = cos( x) α ⋅ •

f ( x) = α ⋅ cos( x) α = 2, x = π α ⋅ f cos( x) = 2 ⋅ cos(π ) = 2 ⋅ (−1) = −2

/·RSHUD]LRQH ($) YLHQH GHWWD HVWHUQD SRLFKp FRLQYROJH GXH LQVLHPH GLYHUVL R, F H SUHVHQWD OH VHJXHQWL SURSULHWj GLVWULEXWLYH • (α + β ) $ f ( x) = α $ f ( x) + β $ f ( x) = α ⋅ f ( x) + β ⋅ f ( x)

[

]

• α $ f ( x) + g ( x) = α $ f ( x) + α $ g ( x) = α ⋅ f ( x) + α ⋅ g ( x) DVVRFLDWLYH • (α ⋅ β ) $ f ( x ) = α $ β $ f ( x ) = α ⋅ β ⋅ f ( x ) •

[ ] [ ] (α ⋅ β ) $ f ( x ) = β $ [α $ f ( x )] = β ⋅ [α ⋅ f ( x )]

QHXWUDOLWj • (1) $ f ( x) = f ( x) $ (1) = f ( x) $EELDPR GXQTXH LGHQWLILFDWR XQD VWUXWWXUD DOJHEULFD D SDUWLUH GDO JUXSSR ( F ,+ ) 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL •

GDO FDPSR ( R,+,â‹…)

•

GDOO·RSHUD]LRQH HVWHUQD ($) : R × F

→ F

6L q YHQXWD D GHILQLUH GXQTXH XQD QXRYD VWUXWWXUD SHUPHWWH GL GHILQLWH RSHUD]LRQL GL VRPPD WUD IXQ]LRQL H SURGRWWR WUD IXQ]LRQL H QXPHUL UHDOL FKH GHILQLVFRQR DOWUH IXQ]LRQL

'HILQL]LRQH DVVLRPDWLFD GL 6SD]LR /LQHDUH

'LDPR RUD OD GHILQL]LRQH JHQHUDOH GL 6SD]LR /LQHDUH • VRPPD YHWWRULDOH • SURGRWWR GL XQR VFDODUH SHU XQ YHWWRUH 1HOO·DQDOLVL VYLOXSSDWD q VWDWR QHFHVVDULR GHILQLUH GXH LQVLHPL • LQVLHPH GHL YHWWRUL O·LQVLHPH GHL VHJPHQWL RULHQWDWL • O·LQVLHPH GHJOL VFDODUL O·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• • K L FXL HOHPHQWL VRQR FKLDPDWL VFDODUL 6X K q GHILQLWD XQD VWUXWWXUD GL &DPSR QHOOH FRQVLGHUD]LRQL ILVLFKH K FRLQFLGH FRQ R O·LQVLHPH GHL QXPHUL UHDOL R FRQ C O·LQVLHPH GHL QXPHUL FRPSOHVVL SHUWDQWR JOL VFDODUWL VRQR QXPHUL /·LQVLHPH E q GHWWR 6SD]LR 9HWWRULDOH VXO FDPSR K VH VRQR GHILQLWH OH VHJXHQWL GXH RSHUD]LRQL • 6RPPD RSHUD]LRQH LQWHUQD DJOL HOHPHQWL GL E RVVLD FKH FRLQYROJH VROR HOHPHQWL DSSDUWHQHQWL DG

E HG LQGLFDWD FRQ LO VLPEROR SHU OD TXDOH YDOJRQR OH VHJXHQWL SURSULHWj ∀(V ;U ;W ) ∈ E

V +U = U +V

$ &RPPXWDWLYD $ $VVRFLDWLYD

(V + U ) + W& = V + (V

)

+W

$ (VLVWHQ]D HOHPHQWR QHXWUR QXOOR 0 SHU OD VRPPD

•

V + 0 = 0 +V =V

( )

$ (VLVWHQ]D GHOO·HOHPHQWR RSSRVWR − V V + − V = 0 3URGRWWR SHU XQR VFDODUH RSHUD]LRQH HVWHUQD DG E RVVLD FKH FRLQYROJH DQFKH HOHPHQWL GHO FDPSR K HG LQGLFDWD FRQ LO VLPEROR FKH DOFXQH YROWH YLHQH RPHVVR DQDORJDPHQWH D TXDQWR DFFDGH FRQ O·XVXDOH SURGRWWR FRQ QXPHUL UHDOL 7DOH RSHUD]LRQH YHULILFD OH VHJXHQWL SURSULHWj ∀(V ;U ) ∈ E H

∀(α ; β ) ∈ K

% 'LVWULEXWLYD GHO SURGRWWR ULVSHWWR DOOD VRPPD

(

)

α V + U = αU + αV

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL % 'LVWULEXWLYD

GHOOD

% $VVRFLDWLYD % (VLVWHQ]D

VRPPD

WUD

(α + β )V

α GHOO·HOHPHQWR

VFDODUL

ULVSHWWR

DO

SURGRWWR

HOHPHQWR

XQLWj

= αV + β V

(β V ) = (αβ )V QHXWUR

V 1 = 1V = V 6L RVVHUYL FKH OH RSHUD]LRQL GL VRPPD H GL SURGRWWR FKH FRLQYROJRQR JOL VFDODUL

α

H

β

ULVSHWWLYDPHQWH LQ % H % ULJXDUGDQR OH RSHUD]LRQL VXO FDPSR K H QRQ YDQQR FRQIXVH FRQ OH RSHUD]LRQL FKH VWLDPR TXL GHILQHQGR 3HU FKLDUH]]D QHO FDVR GHL YHWWRUL RUGLQDUL FKH DEELDPR JLj YLVWR LQ SUHFHGHQ]D WDOL RSHUD]LRQL VRQR ULIHULWH DOOD XVXDOH VRPPD H SURGRWWR WUD QXPHUL UHDOL ,Q DOJHEUD TXDQGR VX XQR R SL LQVLHPL VL GHILQLVFRQR GHOOH RSHUD]LRQL VL GLFH FKH WDOL LQVLHPL YHQJRQR GRWDWL GL XQD VWUXWWXUD DOJHEULFD SHUWDQWR QHO FDVR LQ HVDPH VL SXz GLUH FKH OD TXDWHUQD ( E; K ;+;⋅) GHILQLVFH OD VWUXWWXUD DOJHEULFD GL VSD]LR YHWWRULDOH R OLQHDUH E VX XQ FDPSR K 'DJOL DVVLRPL SUHFHGHQWL VHJXRQR XQD VHULH GL FRQVHJXHQ]H QHO VHJXLWR ULSRUWDWH GHWHUPLQDWH LQ VRVWDQ]D GDOOD VWUXWWXUD DOJHEULFD GL JUXSSR GHOO·DSSOLFD]LRQH (+) VRPPD YHWWRULDOH 2VVHUYD]LRQH QRWD]LRQDOH *OL HOHPHQWL GL E RVVLD L YHWWRUL YHQJRQR LQGLFDWL FRQ XQD OHWWHUD PDLXVFROD VRSUDVVHJQDWD FRQ XQD IUHFFLD VHFRQGR O·XVR FKH VL VHJXH LQ ILVLFD SHU LQGLFDUH OH JUDQGH]]H YHWWRULDOL LQ PRGR GD GLVWLQJXHUOH GDJOL HOHPHQWL VFDODUL

3URSULHWj GHJOL VSD]L YHWWRULDOL

8QLFLWj GHOO·HOHPHQWR QXOOR

6XSSRQLDPR SHU DVVXUGR FKH HVLWDQR GXH HOHPHQWL QXOOL GLVWLQWL GHQRPLQDWL

0′ + 0 = 0′ VHJXH GD $ FRQ 0 FRPH HOHPHQWR QXOOR 0 + 0′ = 0 VHJXH GD $ FRQ 0′ FRPH HOHPHQWR QXOOR 0′ + 0 = 0 + 0′ VHJXH GD $ 0 = 0′ FRPH FRQVHJXHQ]D GHO SXQWR H

0 e 0′ H VL KD

8QLFLWj GHOO·HOHPHQWR ,QYHUVR RSSRVWR

6XSSRQLDPR SHU DVVXUGR FKH HVLWDQR GXH HOHPHQWL LQYHUVL GLVWLQWL GHO YHWWRUH KD

V H VLDQR U H W VL

V +U = 0 VHJXH GD $ FRQ U FRPH HOHPHQWR QXOOR V +W = 0 VHJXH GD $ FRQ W FRPH HOHPHQWR QXOOR V + U + W = + V + U + W = V + W + U = V + W + U VHJXH GD $ H $

(

(

)

(

) (

)

0 + W = 0 + U W = U VHJXH GDO SXQWR H H GDO $

)

8OWHULRUL SURSULHWj •

0V = 0 LQIDWWL V + 0V = (1 + 0)V QXOOR FRLQFLGH FRQ HVVR

( ) LQIDWWL (aV )+ (− a )V

= 1V = V 0V

YHULILFD OD $ H SHU O·XQLFLWj GHOO·HOHPHQWR

− aV = (− a )V

= (a − a)V = 0V = 0 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL

(VHPSL GL YHWWRUL

,Q TXHVWR SDUDJUDIR YHQJRQR SUHVHQWDWL DOFXQL HVHPSL GL HQWL PDWHPDWLFL FKH ULVSHWWDQR JOL DVVLRPL SUHFHGHQWL H FKH TXLQGL VRQR FDUDWWHUL]]DELOL FRPH YHWWRUL QHO VHQVR GL HOHPHQWL FKH DSSDUWHQJRQR DG XQR 6SD]LR 9HWWRULDOH

9HWWRUL RUGLQDUL

6L q YLVWR LQROWUH FKH WDOL JUDQGH]]H SRVVRQR HVVHUH PRGHOOL]]DWH WUDPLWH VHJPHQWL RULHQWDWL GRWDWL GL PRGXOR GLUH]LRQH H YHUVR D FXL q SRVVLELOH DSSOLFDUH OH RSHUD]LRQL GL VRPPD YHWWRULDOH H SURGRWWR WUD XQ YHWWRUH HG XQR VFDODUH RSHUD]LRQL FKH YHULILFDQR OH SURSULHWj FRPPXWDWLYD DVVRFLDWLYD H GLVWULEXWLYD H O·HVLVWHQ]D GHJOL HOHPHQWL QXOOR XQLWDULR HG RSSRVWR 'XH VHJPHQWL RULHQWDWL FRQ OD VWHVVD GLUH]LRQH OR VWHVVR YHUVR H OR VWHVVR PRGXOR VL GLFRQR HTXLSROOHQWL SHU TXDQWR VRSUD GHWWR GXH VHJPHQWL HTXLSROOHQWL GHVFULYRQR TXLQGL OD VWHVVD D]LRQH 6L QRWL LQROWUH FKH SRLFKp HVLVWRQR LQILQLWL VHJPHQWL HTXLSROOHQWL XQD D]LRQH QRQ q LQGLYLGXDWD GD XQ VROR VHJPHQWR PD GD XQ LQVLHPH GL VHJPHQWL WUD ORUR HTXLSROOHQWL WDOH LQVLHPH VL FKLDPD FODVVH GL HTXLSROOHQ]D 6L GHILQLVFH 9HWWRUH RUGLQDULR XQD FODVVH GL VHJPHQWL RULHQWDWL WUD ORUR HTXLSROOHQWL GDO SXQWR GL YLVWD VLPEROLFR XQ YHWWRUH q LQGLFDWR FRQ OHWWHUH VRYUDVFULWWH FRQ XQD IUHFFLD DG HVHPSLR

V RSSXUH FRQ

AB VH VL YRJOLRQR PHWWHUH LQ HYLGHQ]D JOL HVWUHPL GL XQR GHL VHJPHQWL RULHQWDWL DSSDUWHQHUWL DOOD FODVVH GL HTXLSROOHQ]D H UDSSUHVHQWDWLYR GHO YHWWRUH /·D]LRQH q GXQTXH XQ YHWWRUH FKH LQ PHFFDQLFD YLHQH GHQRPLQDWR IRU]D /D UHOD]LRQH GL HTXLSROOHQ]D q XQD UHOD]LRQH GL HTXLYDOHQ]D LQIDWWL YDOJRQR OH WUH SURSULHWj WLSLFKH GHOOH UHOD]LRQL GL HTXLYDOHQ]D • ULIOHVVLYD RJQL VHJPHQWR RULHQWDWR q HTXLSROOHQWH D VH VWHVVR LQ TXDQWR KD OD VWHVVD GLUH]LRQH PRGXOR H YHUVR GL VH VWHVVR • VLPPHWULFD VH XQ VHJPHQWR S1 q HTXLSROOHQWH DO VHJPHQWR S 2 DQFKH S 2 q HTXLSROOHQWH FRQ

S1 •

WUDQVLWLYD VH S1 q HTXLSROOHQWH S 2 H S 2 q HTXLSROOHQWH D S 3 YXRO GLUH FKH WXWWL KDQQR OD VWHVVD GLUH]LRQH OR VWHVVR PRGXOR H YHUVR H TXLQGL DQFKH S1 q HTXLSROOHQWH D S 3

$OORUD OD WRWDOLWj GHL VHJPHQWL RULHQWDWL YLHQH SDUWL]LRQDWD LQ FODVVL GL HTXLYDOHQ]D VHFRQGR OD UHOD]LRQH GL HTXLSROOHQ]D H XQD FODVVH LGHQWLILFD XQ YHWWRUH DO TXDOH TXLQGL VRQR DVVRFLDWL JOL LQILQLWL VHJPHQWL RULHQWDWL GHOOD FODVVH

9HWWRUH SRVL]LRQH

8Q DOWUR HVHPSLR GL YHWWRUH q LO FRVLGGHWWR YHWWRUH SRVL]LRQH FKH SXz HVVHUH GHILQLWR FRPH VHJXH VXSSRQLDPR FKH XQ FRUSR SHUFRUUD XQD WUDLHWWRULD UHWWLOLQHD SHUFRUUHQGR PHWUL SDUWHQGR GD XQ SXQWR $ HG DUULYDQGR DG XQ SXQWR % LQROWUH VL VXSSRQJD FKH LO FRUSR VLD VRJJHWWR DG XQ XOWHULRUH PRWR UHWWLOLQHR GL PHWUL FKH OR SRUWL GDO SXQWR % DO SXQWR & 7DOH VLWXD]LRQH SXz HVVHUH LOOXVWUDWD FRQ GXH VHJPHQWL RULHQWDWL • •

AB GL OXQJKH]]D PHWUL H GLUH]LRQH H YHUVR GHILQLWL GDOOD WUDLHWWRULD GHO FRUSR BC GL OXQJKH]]D PHWUL H GLUH]LRQH H YHUVR GHILQLWL GDOOD WUDLHWWRULD GHO FRUSR

,O 9HWWRUH 3RVL]LRQH q DOORUD GHILQLWR GDOOD UHJROD GHO SDUDOOHORJUDPPD FKH JLD FRQRVFLDPR

AC = AB + BC HVVR QRQ LQGLFD OR VSRVWDPHQWR HIIHWWLYDPHQWH HIIHWWXDWR GDO FRUSR PD q VROR XQ PRGR SHU GHWHUPLQDUH FRPH VL q SDVVDWL GDOOD SRVL]LRQH LQL]LDOH D TXHOOD ILQDOH B 6L RVVHUYL LQIDWWL FKH JOL HIIHWWLYL VSRVWDPHQWL VRQR TXHOOL GHILQLWL GDL VHJPHQWL AB H BC FKH LQGLFDQR OD GLUH]LRQH HG LO YHUVR GHOOD WUDLHWWRULD H OR VSD]LR HIIHWWLYDPHQWH SHUFRUVR PHWUL PHWUL PHWUL PHQWUH LO PRGXOR GL

AC LQ FDVR AB IRVVH SHUSHQGLFRODUH D BC VDUHEEH SDUL D

AC = 10 2 + 20 2 = 500 ≅ 22,36 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL

)LJXUD 9HWWRUH 3RVL]LRQH

9HWWRUH VSRVWDPHQWR H YHORFLWj

6LD ILVVDWR XQ SXQWR DUELWUDULR

O H VLD P(t ) O·LQVLHPH GHL SXQWL GL XQD WUDLHWWRULD SHUFRUVD GD XQ

FRUSR & 3HU RJQL LVWDQWH GL WHPSR W YLHQH LGHQWLILFDWR XQ SXQWR GHOOD WUDLHWWRULD H FRQVHJXHQWHPHQWH XQ YHWWRUH SRVL]LRQH OP(t ) FKH TXLQGL GHVFULYH OD WUDLHWWRULD VWHVVD 6LDQR ILVVDWL GXH LVWDQWL GL WHPSR t1 H t L FXL FRUULVSRQGHQWL YHWWRUL SRVL]LRQH VRQR OR VSRVWDPHQWR PHGLR SHUFRUVR GDO FRUSR & QHOO·LQWHUYDOOR GL WHPSR

OP(t1 ) H OP(t )

Δt = (t − t1 ) q GDWR GD

ΔOP(t ) = OP(t ) − OP(t1 )

7DOH VSRVWDPHQWR SRLFKp q GDWR GDOOD GLIIHUHQ]D YHWWRULDOH GL GXH YHWWRUL q HVVR VWHVVR XQ YHWWRUH HG q GHQRPLQDWR 9HWWRUH VSRVWDPHQWR PHGLR VL RVVHUYL FKH DO WHQGHUH GL

t D t1 RVVLD GL ΔW D ]HUR

ΔOP(t ) WHQGH DOO·DUFR GL WUDLHWWRULD HIIHWWLYDPHQWH SHUFRUVR FRPH LOOXVWUDWR QHOOD )LJXUD

)LJXUD 9HWWRUH 6SRVWDPHQWR

3RQHQGR ΔOP(t ) VL RWWLHQH OR VSRVWDPHQWR PHGLR SHU XQLWj GL WHPSR RVVLD OD YHORFLWj PHGLD OD TXDOH

Δt

ULVXOWD HVVHUH XQ YHWWRUH GHQRPLQDWR 9HWWRUH 9HORFLWj PHGLD LQ TXDQWR

ΔOP(t ) q XQ YHWWRUH FKH

YLHQH PROWLSOLFDWR SHU OR VFDODUH 1 Δt VL RVVHUYL FKH SDVVDQGR DO OLPLWH SHU t FKH WHQGH D t1 RVVLD SHU Δt FKH WHQGH D ]HUR VL RWWLHQH LO YHWWRUH YHORFLWj LVWDQWDQHD VLPEROLFDPHQWH LQGLFDWR FRPH VHJXH

& ΔOP(t ) d OP(t ) = Vel = lim dt Δt Δt → 0

,O SDVVDJJLR DO OLPLWH GHWHUPLQD O·RSHUD]LRQH GL GHULYDWD GL XQ YHWWRUH O·RSHUDWRUH GHULYD]LRQH QRQ FDPELD GXQTXH OD QDWXUD YHWWRULDOH GL XQ YHWWRUH

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL

6H VL HVHJXH OD VRPPDWRULD QHL GLYHUVL LVWDQWL GHO YHWWRUH VSRVWDPHQWR ΔOP(t ) VL ULFRVWUXLVFH XQD DSSURVVLPD]LRQH GHOOD WUDLHWWRULD WUDPLWH OD GHWHUPLQD]LRQH GHO YHWWRUH SRVL]LRQH OP(t ) LVWDQWH SHU LVWDQWH VL YHGD )LJXUD DSSURVVLPD]LRQH WDQWR PLJOLRUH TXDQWR PLQRUL VRQR JOL LQWHUYDOOL GL WHPSR ΔW DO OLPLWH VL RWWLHQH t t OP(t ) = lim ¦ ΔOP(t i ) = ³ d OP(t ) = ³ Vel (t )dt Δt →0 i t t 0

0

,O SDVVDJJLR DO OLPLWH GHWHUPLQD O·RSHUD]LRQH GL LQWHJUD]LRQH GL XQ YHWWRUH O·RSHUDWRUH LQWHJUDOH QRQ FDPELD GXQTXH OD QDWXUD YHWWRULDOH GL XQ YHWWRUH 1HO VHFRQGR YROXPH LQWURGXUHPR LO FRQFHWWR GL LQWHJUDOH H GHULYDWD WRWDOH GL XQ YHWWRUH H GL XQ WHQVRUH LQ TXHVWR RVVHUYDUH VHPSOLFHPHQWH FKH WDOL RSHUD]LRQL SRLFKp VRVWDQ]LDOPHQWH VRQR ULFRQGXFLELOL D GLIIHUHQ]H YHWWRULDOL QHO FDVR GHOOD GHULYDWD H VRPPH YHWWRULDOL QHO FDVR GHOO·LQWHJUDOH GDQQR OXRJR D YHWWRUL VH DJLVFRQR VX YHWWRUL

1 3OH GL QXPHUL UHDOL

6LD E O·LQVLHPH GHOOH n −

ple GHO WLSR (x1 ; x 2 ; x 3 ;....; x n ) H K O·LQVLHPH GHL QXPHUL UHDOL 6LDQR LQROWUH

GHILQLWH OH VHJXHQWL RSHUD]LRQL • 6RPPD GL n − ple

(x1; x 2 ; x3;....; x n ) + (y1; y 2 ; y3;....; y n ) = 1 1 2 2 3 3 n n = (x + y ; x + y ; x + y ;....; x + y )

3URGRWWR SHU XQR VFDODUH 1 2

(

) (

α x ; x ; x 3 ;....; x n = αx1 ;αx 2 ;αx 3 ;....;αx n

)

Ë PROWR VHPSOLFH YHULILFDUH FKH OH GXH RSHUD]LRQL YHULILFDQR JOL DVVLRPL $ H % SUHFHGHQWL SHUWDQWR q XQR VSD]LR YHWWRULDOH VXO FDPSR K GHL UHDOH H OH n − ple VRQR GHL YHWWRUL

E

6H OD n − pla YLHQH SHQVDWD FRPH O·LQVLHPH GHOOH FRRUGLQDWH GL XQ SXQWR LQ XQR VSD]LR GL GLPHQVLRQH n VL SXz DIIHUPDUH FKH L SXQWL GL WDOH VSD]LR SRVVRQR HVVHUH SHQVDWL FRPH HQWL YHWWRULDOL 9HGUHPR LQ VHJXLWR FKH HVLVWH XQD LQWLPD FRUUHOD]LRQH WUD JOL VSD]L GL SXQWL H JOL VSD]L YHWWRULDOL UDSSUHVHQWDWL FRQ FODVVL GL HTXLSROOHQ]D GL VHJPHQWL RULHQWDWL

3ROLQRPL GL JUDGR Q 2

3

6LD P ( x ) = a1 x1 + a 2 x + a3 x + ..... + a n x n XQ SROLQRPLR GL JUDGR n a n ≠ 0 8QD YROWD ILVVDWR LO JUDGR

n LO SROLQRPLR ULVXOWD GHWHUPLQDWR GDOOD n − pla ( a1 ; a 2 ; a3 ...; a n ) GHL

VXRL FRHIILFLHQWL SHUWDQWR FL VLDPR ULFRQGRWWL DO FDVR GHO SDUDJUDIR SUHFHGHQWH H VL SXz TXLQGL FRQFOXGHUH FKH O·LQVLHPH GHL SROLQRPL GL JUDGR n FRVWLWXLVFH XQR VSD]LR YHWWRULDOH VXO FDPSR GHL QXPHUL UHDOL HG XQ SROLQRPLR SXz HVVHUH SHQVDWR FRPH XQ YHWWRUH

0DWULFL Q[Q

6LD E O·LQVLHPH GHOOH PDWULFL A(nxm) H

K O·LQVLHPH GHL QXPHUL UHDOL 6LDQR LQROWUH GHILQLWH OH VHJXLWL

RSHUD]LRQL • 6RPPD GL PDWULFL A + B • 3URGRWWR GL XQD PDWULFH SHU XQR VFDODUH αA Ë VHPSOLFH YHULILFDUH OD YDOLGLWj GHJOL DVVLRPL $ H % GL VSD]LR OLQHDUH LQIDWWL OD VRPPD WUD PDWULFL q FRPPXWDWLYD HG DVVRFLDWLYD /·HOHPHQWR QXOOR q FRVWLWXLWR GDOOD PDWULFH QXOOD H O·HOHPHQWR RSSRVWR GL 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL XQD JHQHULFD PDWULFH A q GDWR GD − YDOJRQR OH SURSULHWj GLVWULEXWLYH RVVLD • •

A 3HU TXDQWR ULJXDUGD O·HOHPHQWR XQLWj HVVR q GDWR GD H

β ( A + B) = βA + βB GRYH A H B VRQR PDWULFL H β q XQR VFDODUH GHO FDPSR K (α + β ) A = αA + βA GRYH A q XQD PDWULFL H α H β VRQR VFDODUL GHO FDPSR K

6L q GXQTXH YHULILFDWR FKH OH PDWULFL ULVSHWWDQR JOL DVVLRPL GHOOH VSD]LR YHWWRULDOH SHUWDQWR SRVVRQR HVVHUH FRQVLGHUDWL FRPH YHWWRUL

2VVHUYD]LRQL

'DJOL HVHPSL VRSUD ULSRUWDWL VL HYLQFH O·LPSRUWDQ]D GHOO·LPSRVWD]LRQH DVVLRPDWLFD WLSLFD GHOO·DOJHEUD PRGHUQD FKH SHUPHWWH GL JHQHUDOL]]DUH L ULVXOWDWL RWWHQXWL SHU XQ HQWH PDWHPDWLFR DG DOWUL DQFKH GL QDWXUD FRPSOHWDPHQWH GLYHUVD FKH ULVSHWWLQR JOL DVVLRPL GHOOD VWUXWWXUD DOJHEULFD 1HJOL HVHPSL LOOXVWUDWL LQ SUHFHGHQ]D VL VRQR GXQTXH YLVWL L VHJXHQWL WLSL SDUWLFRODUL GL YHWWRUH • YHWWRUL RUGLQDUL RVVLD OH FODVVL GL HTXLYDOHQ]D GL VHJPHQWL RULHQWDWL HTXLSROOHQWL n − ple GL YDORUL UHDOL FKH SRVVRQR HVVHUH SHQVDWL FRPH SXQWL GL XQR VSD]LR G n GLPHQVLRQL • • •

R n LO TXDOH TXLQGL FRVWLWXLVFH XQR 6SD]LR 9HWWRULDOH

3ROLQRPL GL JUDGR n 0DWULFL

6L RVVHUYL FKH RJQL SURSULHWj GHL VHJPHQWL RULHQWDWL FKH GLVFHQGH GDJOL DVVLRPL FKH GHILQLVFRQR OD VWUXWWXUD GL 6SD]LR 9HWWRULDOH YDOH DQFKH SHU WXWWH OH WLSRORJLH GL YHWWRUL VRSUD LOOXVWUDWL DQ]L XQ VHJPHQWR RULHQWDWR SXz HVVHUH XWLOL]]DWR FRPH PRGHOOR DG HVHPSLR GL XQ SROLQRPLR GL XQD n − ple GL YDORUL UHDOL H GL XQD PDWULFH 1HO VHJXLWR GHO SUHVHQWH FDSLWROR YHQJRQR DSSURIRQGLWH OH SURSULHWj GHJOL 6SD]L 9HWWRULDOL LO VRVWDQWLYR ´YHWWRUHµ YLHQH XVDWR QHOOD VXD DFFH]LRQH DVWUDWWD RVVLD YLHQH XWLOL]]DWR SHU LQGLYLGXDUH XQ HOHPHQWR JHQHULFR GL XQ LQVLHPH FKH YHULILFD JOL DVVLRPL GL VSD]LR OLQHDUH 3HUWDQWR OH SURSULHWj FKH YHUUDQQR VWXGLDWH QHO VHJXLWR YDOJRQR LQ JHQHUDOH H QRQ VROR SHU OR VSD]LR GHL YHWWRUL RUGLQDUL TXHOOL n

XWLOL]]DWL QHOOD PHFFDQLFD FODVVLFD ,Q SDUWLFRODUH VL RVVHUYL FKH DOOR VSD]LR R GL SXQWL VL DSSOLFDQR WXWWH OH FRQVLGHUD]LRQL VYROWH QHO SUHVHQWH FDSLWROR

6RWWRVSD]L YHWWRULDOL 6LD E ′ XQ VRWWRLQVLHPH GHOO·LQVLHPH E RVVLD E ′ ⊆ E GRYH E q XQR VSD]LR YHWWRULDOH VX XQ FDPSR K FRQ OH RSHUD]LRQL GL VRPPD H SURGRWWR GL FXL DL SUHFHGHQWL DVVLRPL DOORUD E ′ q GHWWR VRWWRVSD]LR YHWWRULDOH GL E VH YDOH

OD SURSULHWj GL FKLXVXUD

& &

& & (αV + βU ) ∈ E ′ O·HOHPHQWR QHXWUR SHU O·RSHUD]LRQH GL VRPPD DSSDUWLHQH D E ′ & RVVLD 0 ∈ E ′ RVVLD ∀(V ,U ) ∈ E ′ H ∀(α , β ) ∈ K

,Q DOWUL WHUPLQL • VL DSSOLFDQR VXJOL HOHPHQWL GL E ′ OH RSHUD]LRQL YHWWRULDOL GHILQLWH VX E FRVD IDWWLELOH SRLFKp E ′ q VRWWRLQVLHPH GL E H TXLQGL JOL HOHPHQWL GL E ′ VRQR DQFKH HOHPHQWL GL E FKH SHU LSRWHVL q XQR VSD]LR YHWWRULDOH LO ULVXOWDWR GHOOH RSHUD]LRQL GL FXL DO SXQWR SUHFHGHQWH GHYH HVVHUH DQFRUD XQ HOHPHQWR GL E ′ LQ TXHVWR VHQVR VL SDUOD GL SURSULHWj GL FKLXVXUD SRLFKp OH RSHUD]LRQL YHWWRULDOL GHILQLWH VX E HG DSSOLFDWH DJOL HOHPHQWL GL E ′ JHQHUDQR VROR HOHPHQWL GL E ′

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL

%DVH GL XQR 6SD]LR 9HWWRULDOH

FRQFHWWR GL EDVH GL XQR VSD]LR YHWWRULDOH VL SUHVHQWD QHOO·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q QHFHVVDULR IDUH DOFXQH RVVHUYD]LRQL XWLOL SHU LO SURVHJXLR GHOOD WUDWWD]LRQH 1HL &DSLWROR H SDUODQGR GL PDWULFL H GHWHUPLQDQWL VL q XVDWD VHPSUH XQD QRWD]LRQH DG LQGLFL LQ EDVVR SHGLFL 3HUWDQWR GHWWD A XQD JHQHULFD PDWULFH O·HOHPHQWR FKH VL WURYD DOO·LQFURFLR GHOOD ULJD i FRQ OD FRORQQD j q LGHQWLILFDWR FRQ LO VLPEROR a ij GRYH LO SULPR LQGLFH q TXHOOR FKH LQGLFD OD ULJD LQGLFH GL ULJD HG LO VHFRQGR LQGLFD OD FRORQQD 'DO SXQWR GL YLVWD QRWD]LRQDOH VDUDQQR XWLOL]]DWL DQFKH OH VHJXHQWL DOWUH QRWD]LRQL SHU LQGLYLGXDUH LO JHQHULFR HOHPHQWR •

a ij LQ FXL HQWUDPEL JOL LQGLFL VRQR SRVL]LRQDWL LQ DOWR HG LO SULPR LQGLFH i LQGLYLGXD OD ULJD HG LO VHFRQGR LQGLFH j OD FRORQQD

•

ai . j LQ FXL O·LQGLFH i LQGLYLGXD OD ULJD HG q SRVL]LRQDWR LQ EDVVR H VFULWWR SL D VLQLVWUD

•

GHOO·LQGLFH LQ DOWR H TXLQGL q LO SULPR LQFLGH O·LQGLFH j LQGLYLGXD OD FRORQQD q SRVL]LRQDWR LQ DOWR H YLHQH VFULWWR SL D GHVWUD GHOO·LQGLFH GL ULJD H TXLQGL q LO VHFRQGR LQGLFH a i . j LQ FXL O·LQGLFH i LQGLYLGXD OD ULJD HG q SRVL]LRQDWR LQ DOWR H VFULWWR SL D VLQLVWUD GHOO·LQGLFH LQ EDVVR H TXLQGL q LO SULPR LQFLGH O·LQGLFH j LQGLYLGXD OD FRORQQD q SRVL]LRQDWR LQ EDVVR H YLHQH VFULWWR SL D GHVWUD GHOO·LQGLFH GL ULJD H TXLQGL q LO VHFRQGR LQGLFH

(VLVWRQR TXLQGL TXDWWUR SRVVLELOL PRGL GL VFULYHUH JOL LQGLFL GL XQ HOHPHQWR GL XQD PDWULFH GXH LQGLFL LQ DOWR GXH LQ EDVVR LO SULPR LQ EDVVR HG LO VHFRQGR LQ DOWR LO SULPR LQ DOWR HG LO VHFRQGR LQ EDVVR Ë LPSRUWDQWH SHUz QRWDUH FKH SHU FRQYHQ]LRQH YDOH VHPSUH • LO SULPR LQGLFH TXHOOR VFULWWR SL D VLQLVWUD GHL GXH q O·LQGLFH GL ULJD • LO VHFRQGR LQGLFH TXHOOR VFULWWR SL D GHVWUD GHL GXH q O·LQGLFH GL FRORQQD ,O PRWLYR GL WDOH GLVFULPLQDQWH LQGLFH LQ DOWR RSSXUH LQ EDVVR VDUj FKLDUR QHL SDUDJUDIL H LQ TXDQWR OD SRVL]LRQH DOWD R EDVVD GL XQ LQGLFH q OHJDWR DG XQD FRQYHQ]LRQH SHU GLVFULPLQDUH LO FRPSRUWDPHQWR DO YDULDUH GHO ULIHULPHQWR

&DVR PRQRGLPHQVLRQDOH

&

(α , β ) ∈ K GXH VFDODUL FRQ O·LSRWHVL α ≠0 DOORUD VL SXz & β FRQVLGHUDUH OD WRWDOLWj GHL YHWWRUL HVSULPLELOL WUDPLWH LO SURGRWWR WUD OR VFDODUH HG LO YHWWRUH V RVVLD α & β & O·LQVLHPH GHL YHWWRUL HVSUHVVL GDOO·XJXDJOLDQ]D U = V α β 7DOH XJXDJOLDQ]D DO YDULDUH GHO UDSSRUWR GHVFULYH GXQTXH XQ LQVLHPH E ′ GL YHWWRUL FKH KDQQR OD α & VWHVVD GLUH]LRQH V H

6L FRQVLGHUL XQ YHWWRUH V ∈ E H VLDQR

•

YHUVR XJXDOH VH

β > 0 α 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL

β < 0 α Ë LPSRUWDQWH HYLGHQ]LDUH FKH E ′ FRVWLWXLVFH XQ VRWWRVSD]LR YHWWRULDOH GL E GL GLPHQVLRQH JHQHUDWR •

YHUVR RSSRVWR VH

&

GDO VROR YHWWRUH V FKH SHU WDOH UDJLRQH q GHWWR EDVH GL

E ′ 1HOOD ILJXUD VRWWRVWDQWH q ULSRUWDWR XQ

& JUDILFR FKH LOOXVWUD FRPH OR VSD]LR JHQHUDWR GD V q PRQRGLPHQVLRQDOH SHU PRWLYL SXUDPHQWH JUDILFL

YLHQH XWLOL]]DWR XQ VLPEROLVPR GLYHUVR SHU HYLGHQ]LDUH LO YHWWRUH GL EDVH GDJOL DOWUL

)LJXUD %DVH QHO FDVR PRQRGLPHQVLRQDOH

&

,QROWUH SRLFKp O·XJXDJOLDQ]D U

=

β & V SXz HVVHUH HVSUHVVD DQFKH QHOOD IRUPD VHJXHQWH α

& β & & & & & U = V αU = βV αU − βV = 0 FRQ α ≠ 0

α

VL SXz DIIHUPDUH OD FRPSOHWD HTXLYDOHQ]D WUD OH GXH UHOD]LRQL • •

&

&

αU − βV = 0 LQ FXL XQ FRHIILFLHQWH q GLYHUVR GD ]HUR QHO QRVWUR FDVR VL q SRVWR α ≠ 0 & β & U = V α ≠ 0 α

4XDQGR YDOH O·XJXDJOLDQ]D GL FXL DO SULPR SXQWR FRQ OD FRQGL]LRQH FKH DOPHQR XQ FRHIILFLHQWH VLD

& &

GLYHUVR GD ]HUR VL GLFH FKH L YHWWRUL (U ,V ) VRQR OLQHDUPHQWH GLSHQGHQWL

&

,Q FDVR FRQWUDULR RVVLD TXDQGR OD UHOD]LRQH αU VRQR GHWWL OLQHDUPHQWH LQGLSHQGHQWL

&

6L RVVHUYL LQILQH FKH OD UHOD]LRQH U

=

& & & − βV = 0 YDOH VROR VH α = β = 0 L YHWWRUL (U ,V )

& & β & V LPSOLFD LO SDUDOOHOLVPR WUD L GXH YHWWRUL (U ,V ) VL FRQIURQWL α

DQFKH OD ILJXUD SUHFHGHQWH SHUWDQWR VWDQWH O·HTXLYDOHQ]D VRSUD RVVHUYDWD VL SXz GLUH FKH GXH YHWWRUL OLQHDUPHQWH GLSHQGHQWL ULVXOWDQR SDUDOOHOL RSSXUH LQ DOWUL WHUPLQL OD GLSHQGHQ]D OLQHDUH WUD YHWWRUL LPSOLFD LO ORUR SDUDOOHOLVPR H YLFHYHUVD GLSHQGHQ]D OLQHDUH H SDUDOOHOLVPR VRQR TXLQGL OD VWHVVD FRVD 'DO SXQWR GL YLVWD VLPEROLFR XQ YHWWRUH GL EDVH q LQGLFDWR FRQ LO VLPEROR e VHQ]D IUHFFLD H OD WRWDOLWj

&

GHL YHWWRUL GHOOR VSD]LR PRQRGLPHQVLRQDOH E ′ q UDSSUHVHQWDWD GDOOD UHOD]LRQH U UDSSRUWR

β α

FRQ α ≠ 0

3DJ

=

β e DO YDULDUH GHO α


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL

&DVR ELGLPHQVLRQDOH

& &

6L FRQVLGHULQR WUH VFDODUL (α , β , γ ) ∈ K FRQ O·LSRWHVL α ≠0 H GXH YHWWRUL (V1 , V2 ) ∈ E OLQHDUPHQWH LQGLSHQGHQWL VHFRQGR OD GHILQL]LRQH GDWD QHO SDUDJUDIR SUHFHGHQWH RVVLD SHU L TXDOL XQD UHOD]LRQH GHO

&

&

WLSR α ′V1 + β ′V2 = 0 YDOH VROR VH HQWUDPEL L FRHIILFLHQWL VRQR QXOOL 'D WDOH LSRWHVL VXOOD LQGLSHQGHQ]D OLQHDUH VHJXH O·LPSRVVLELOLWj GL HVSULPHUH XQR GHL GXH YHWWRUL GHOOD FRSSLD GHOO·DOWUR VHFRQGR OH UHOD]LRQL VHJXHQWL • •

& & (V1 , V2 ) LQ IXQ]LRQH

& β′ & V1 = V2 HVVHQGR α ′ = 0 α′ & α′ & V2 = V1 HVVHQGR β ′ = 0 β′

6L SXz SHUz FRQVLGHUDUH OD WRWDOLWj GHL YHWWRUL HVSUHVVL QHOOD IRUPD

& β & γ & U = V1 + V2

α

β α

γ α

α

E ′ FKH UDSSUHVHQWD XQ VRWWRVSD]LR GHOOR & & VSD]LR E LQROWUH SRLFKp E ′ FRPSOHWDPHQWH GHWHUPLQDWR GDL GDOOD FRSSLD (V1 , V2 ) VL GLFH FKH OD VXD

FKH DO YDULDUH GHJOL VFDODUL

H

GHVFULYH XQ LQVLHPH

GLPHQVLRQH q SDUL D 9DOJRQR LQROWUH OH VHJXHQWL GHILQL]LRQL •

& &

L GXH YHWWRUL (V1 , V2 ) VRQR GHWWL YHWWRUL GL EDVH H VRQR LQ JHQHUH LQGLFDWL ULVSHWWLYDPHQWH FRQ OD VHJXHQWH VLPERORJLD (e1 , e2 )

•

VL GLFH FKH L YHWWRUL GL EDVH FRVWLWXLVFRQR XQD EDVH R LQ PRGR HTXLYDOHQWH XQ ULIHULPHQWR

•

JOL VFDODUL

β α

H

VLPERORJLD (u

γ α

1

VRQR GHWWL FRPSRQHQWL H YHQJRQR LQGLFDWL ULVSHWWLYDPHQWH FRQ OD VHJXHQWH

, u 2 )

&

& & & β & γ & V1 + V2 q HTXLYDOHQWH D αU − β V1 − γV2 = 0 FRQ FRHIILFLHQWL QRQ α α WXWWL QXOOL HVVHQGR SHU LSRWHVL α ≠0

6L RVVHUYL LQROWUH FKH U

=

&

& & − βV1 − γV2 = 0 FRQ OD FRQGL]LRQH FKH DOPHQR XQ FRHIILFLHQWH VLD & & & GLYHUVR GD ]HUR VL GLFH FKH L YHWWRUL (U , V1 , V2 ) VRQR OLQHDUPHQWH GLSHQGHQWL & & & ,Q FDVR FRQWUDULR RVVLD TXDQGR OD UHOD]LRQH αU − βV1 − γV2 = 0 YDOH VROR VH α = β = γ = 0 L & & & YHWWRUL (U , V1 , V2 ) VRQR GHWWL OLQHDUPHQWH LQGLSHQGHQWL & & & & & 1HO FDVR LQ FXL L WUH YHWWRUL (U , V1 , V2 ) VRQR OLQHDUPHQWH GLSHQGHQWL FRQ V1 ,V2 LQGLSHQGHQWL & & & & QHFHVVDULDPHQWH U GHYH DSSDUWHQHUH DO SLDQR LQGLYLGXDWR GD V1 ,V2 RVVLD U GHYH ULVXOWDUH SDUDOOHOR 4XDQGR YDOH O·XJXDJOLDQ]D αU

D WDOH SLDQR /D )LJXUD LOOXVWUD VLD WDOH SDUDOOHOLVPR VLD OD PRGDOLWj LQ FXL YLHQH HVSUHVVR XQ YHWWRUH WUDPLWH OD EDVH 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL X OD VLPERORJLD LQ SUHFHGHQ]D LQ QWURGRWWD OD UHOD]LRQH 6L RVVHUYL LQROWUH FKH XWLOL]]DQGR

& & β & γ & U = V1 + V2 VL VFULYH FRPH U = u1e1 + u 2 e2 RSSXUH QHOOD QRWD]LRRQH GL (LQVWHLQ FRPH

α

α

& β 2 γ 1 U = u i ei FRQ (i = 1,2) LQ FX XL VL q SRVWR u = ; u =

α

α

)LJXUD 3DUDOOHOLVPR DO SLDQR GHL YHWWRUL GL EDVH 6LJQLILFDWR JHRPHWUULFR GHOOH FRPSRQHQWL

&

'DO SXQWR GL YLVWD JHRPHWULFR R OD FRPSRQHQWH u1 q GDWD GDOOD SURLH]LRQH GL U VXO YHWWRUH GL EDVH e1 & RWWHQHQGR LO YHWWRUH u1e1 H H OD FRPSRQHQWH u 2 q GDWD GDOOD SURLH]LRQH GL U VX e 2 RWWHQHQGR LO YHWWRUH u 2 e2 7DOL SURLH]LRQL VL RWWHQJRQR HVHJXHQGR GHOOH SURLH]LRQL SDUDOOOHOH ULVSHWWR DL YHWWRUL GL PD H FRQIURQWDQGR OD EDVH LQIDWWL VWLPR VHPSOLFHPHQWH DSSOLFDQGR OD UHJROD GHO SDUDOOHORJUDPP )LJXUD q IDFLOH YHULILFDUH FFKH

u1e1 UDSSUHVHQWDWD GDO VHJPHQWR RULHQWDWR AD VL RWWLHQH HVHJXHQGR OD

•

OD FRPSRQHQWH

•

SURLH]LRQH LQGLYLGXDDWD GDO VHJPHQWR RULHQWDWR DC LO TXDOH ULVXOWDD SDUDOOHOR DO YHWWRUH GL EDVH e2 HG q DQFKH DC = u 2 e2 V RWWLHQH HVHJXHQGR OD OD FRPSRQHQWH u 2 e2 UDSSUHVHQWDWD GDO VHJPHQWR RULHQWDWR AB VL SURLH]LRQH LQGLYLGXDWWD GDO VHJPHQWR RULHQWDWR e1 HG q DQFKH BC = u1e1

BC LO TXDOH ULVXOWD SDDUDOOHOR DO YHWWRUH GL EDVH

4XDQWR LOOXVWUDWR YLHQH VLQWWHWLFDPHQWH LQGLFDWR GLFHQGR FKH OR VYLOXSSR GL XQ JHQHULFR YHWWRUH & QHOOH EDVL QHOOH Q FRPSRQHQWL 1 2 VL RWWLHQH SHU SURLH]]LRQH SDUDOOHOD ULVSHWWR D

U ∈ E2

(e1 ; e 2 )

(u ; u )

WDOL EDVL G O·HVLVWHQ]D GL 6L q YROXWR DSSURIRQGLUH WDOHH DVSHWWR JHRPHWULFR LQ TXDQWR QHO VHJXLWR VL GLPRVWUHUj XQ·DOWUD WLSRORJLD GL EDVH LQ FXL q SRVVLELOH VYLOXSSDUH L YHWWRUL VHFRQGR XQDD SURLH]LRQH RUWRJRQDOH ULVSHWWR DOOH EDVL (e1 ; e2 ) FK KH GDQQR OXRJR D FRPSRQHQWL GHWWH FRPSRQHQWL FFRYDULDQWL GLYHUVH GDOOH

(u1; u 2 ) FKH VRQR GHWWH FRPSSRQHWL FRQWURYDULDQWL

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL

)LJXUD 6LJQLILFDWR JHRPHWULFR GHOOH FRPSRQHQWL

&RQGL]LRQL DQDOLWLFKH GL LQGLSHQGHQ]D OLQHDUH

6L YRJOLRQR GHWHUPLQDUH OH FRQGL]LRQL DQDOLWLFKH FKH GHYRQR VRGGLVIDUH L YHWWRUL SHU HVVHUH OLQHDUPHQWH LQGLSHQGHQWL 6L FRQVLGHULQR D WDOH VFRSR GXH YHWWRUL QHOOD QRWD]LRQH GHOOH FRPSRQHQWL O·LQGLFH LQ EDVVR GLVWLQJXH LO YHWWRUH H TXHOOR LO DOWR OD FRPSRQHQWH • •

& U1 = u11e1 + u 21e2 & U 2 = u12 e1 + u 2 2 e2

6XSSRQLDPR FKH

& & & & (U 1 ,U 2 ) VRQR OLQHDUPHQWH LQGLSHQGHQWL RVVLD α1U 1 + α 2U 2 = 0 VROR VH

α1 = α 2 = 0 8WLOL]]DQGR OH HVSUHVVLRQL GHL GXH YHWWRUL FKH XWLOL]]DQR OH FRPSRQHQWL HG RVVHUYDQGR FKH YHWWRUH QXOOR LQ WHUPLQL GL FRPSRQHQWL q GDWR GD 0 = 0e1 + 0e2 VL KD

α1U 1 + α 2 U 2 = 0 α1 (u11e1 + u 21e2 ) + α 2 (u12 e1 + u 2 2 e2 ) =

= (α1u11 + α 2u12 )e1 + (α1u 21 + α 2u 2 2 )e2 = 0 = 0e1 + 0e2 8JXDJOLDQGR OH FRPSRQHQWL GHO YHWWRUH GL EDVH e1 H GHO YHWWRUH GL EDVH e2 WUD LO VHFRQGR H O·XOWLPR PHPEUR GHOOD SUHFHGHQWH UHOD]LRQH VL RWWLHQH LO VHJXHQWH VLVWHPD GL HTXD]LRQL OLQHDUL QHOOH GXH LQFRJQLWH

­°α1u11 + α 2u12 = 0 (α1 ,α 2 ) ® °¯α1u 21 + α 2u 2 2 = 0

FKH LQ WHUPLQL PDWULFLDOL p HVSULPLELOH FRPH

§ u11 u12 · §α · ¸ H Γ = ¨¨ 1 ¸¸ AΓ = 0 GRYH A = ¨¨ 2 2 ¸ ©α 2 ¹ ©u 1 u 2 ¹

3RLFKp OD FRQGL]LRQH GL LQGLSHQGHQ]D OLQHDUH LPSOLFD α 1 = α 2 = 0 q QHFHVVDULR FKH α 1 = α 2 = 0 VLD OD VROX]LRQH GHO VLVWHPD OLQHDUH OD TXDOH q RWWHQLELOH GDO WHRUHPD GL &UDPHU •

1 0 u 12 1 α1 = = 0 = 0 VH A ≠ 0 2 A 0 u 2 A

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL

•

α2 =

1 u11 0 1 = 0 = 0 VH A ≠0 A u 21 0 A

4XLQGL VH H VROR VH LO GHWHUPLQDQWH GHOOD PDWULFH A OH FXL ULJKH VRQR GDWH GDOOH FRPSRQHQWL GHL YHWWRUL

& & (U 1 ,U 2 ) q GLYHUVR GD ]HUR A ≠0 RG LQ DOWUL WHUPLQL A QRQ VLQJRODUH OD VROX]LRQH GHO VLVWHPD q

α1 = α 2 = 0 FRQVHJXHQWHPHQWH L YHWWRUL ULVXOWDQR OLQHDUPHQWH LQGLSHQGHQWL $O FRQWUDULR VH A q VLQJRODUH A = 0 L YHWWRUL ULVXOWDQR OLQHDUPHQWH GLSHQGHQWH H SRLFKp LQ TXHVWR FDVR VRQR SDUDOOHOL DO SLDQR FRVWLWXLWR GDL YHWWRUL GL EDVH WDOL YHWWRUL ULVXOWDQR D SDUDOOHOL WUD ORUR SHUWDQWR OD FRQGL]LRQH GL VLQJRODULWj GHOOD PDWULFH A RVVLD O·DQQXOODPHQWR GHO VXR GHWHUPLQDQWH q DWWD D GHWHUPLQDUH XQD FRQGL]LRQH GL SDUDOOHOLVPR RSSXUH DG LQGLYLGXDUH XQD JLDFLWXUD GRYH SHU JLDFLWXUD VL LQWHQGH OD GLUH]LRQH LQGLYLGXDWD GD XQ SLDQR

&DVR WULGLPHQVLRQDOH

$QDORJDPHQWH DL FDVL SUHFHGHQWL VL SXz YHULILFDUH FKH DQFKH XQR VSD]LR WULGLPHQVLRQDOH q GHVFULWWR DWWUDYHUVR WUH YHWWRUL GL EDVH 6L FRQVLGHULQR D WDOH VFRSR TXDWWUR VFDODUL (α , β , γ , δ ) ∈ K FRQ O·LSRWHVL

& & &

α ≠0 H WUH YHWWRUL (V1 , V2 , V3 ) ∈ E OLQHDUPHQWH LQGLSHQGHQWL VHFRQGR OD GHILQL]LRQH GDWD QHO &

SDUDJUDIR SUHFHGHQWH RVVLD SHU L TXDOL XQD UHOD]LRQH GHO WLSR α ′V1

& & + β ′V2 + γ ′V3 = 0 YDOH VROR VH

HQWUDPEL WXWWL L FRHIILFLHQWL VRQR QXOOL 6L SXz DOORUD FRQVLGHUDUH OD WRWDOLWj GHL YHWWRUL HVSUHVVL QHOOD IRUPD

& β & γ & δ & U = V1 + V2 + V3

α

FKH DO YDULDUH GHJOL VFDODUL VSD]LR E LQROWUH SRLFKp

β γ α α

H

δ α

α

α

GHVFULYH XQ LQVLHPH E ′ FKH UDSSUHVHQWD XQ VRWWRVSD]LR GHOOR

& & &

E ′ q FRPSOHWDPHQWH GHWHUPLQDWR GDL WUH YHWWRUL (V1 , V2 ,V3 ) VL GLFH FKH OD

VXD GLPHQVLRQH q SDUL D 9DOJRQR LQROWUH OH VHJXHQWL GHILQL]LRQL HG RVVHUYD]LRQL DQDORJKH DO FDVR SUHFHGHQWH •

& & &

L WUH YHWWRUL (V1 , V2 , V3 ) VRQR GHWWL YHWWRUL GL EDVH VRQR LQ JHQHUH LQGLFDWL ULVSHWWLYDPHQWH FRQ OD VHJXHQWH VLPERORJLD (e1 , e2 , e3 ) H VL GLFH FKH FRVWLWXLVFRQR XQD EDVH R LQ PRGR HTXLYDOHQWH XQ ULIHULPHQWR

•

JOL VFDODUL

β α

γ α

H

δ α

VHJXHQWH VLPERORJLD (u •

VRQR GHWWL FRPSRQHQWL H YHQJRQR LQGLFDWL ULVSHWWLYDPHQWH FRQ OD

1

, u 2 , u 3 )

& & & & β & γ & δ & V1 + V2 + V3 q HTXLYDOHQWH D αU − βV1 − γV2 − δV3 = 0 FRQ α α α FRHIILFLHQWL QRQ WXWWL QXOOL HVVHQGR SHU LSRWHVL α ≠0 H TXDQGR YDOH O·XJXDJOLDQ]D WDOH &

OD UHOD]LRQH U =

XJXDJOLDQ]D FRQ OD FRQGL]LRQH FKH DOPHQR XQ FRHIILFLHQWH VLD GLYHUVR GD ]HUR VL GLFH FKH L

& & & & (U , V1 , V2 , V3 ) VRQR OLQHDUPHQWH GLSHQGHQWL ,Q FDVR FRQWUDULR RVVLD TXDQGR OD & & & & UHOD]LRQH αU − β V1 − γV2 − δV3 = 0 YDOH VROR VH α = β = γ = δ = 0 L YHWWRUL VRQR GHWWL

YHWWRUL

•

OLQHDUPHQWH LQGLSHQGHQWL FRVu FRPH QHL GXH FDVL SUHFHGHQWL LQ FXL OD GLSHQGHQ]D OLQHDUH GL XQ YHWWRUH ULVSHWWR DOOD EDVH LPSOLFD LO VXR SDUDOOHOLVPR DOOD GLUH]LRQH GHO YHWWRUH GL EDVH QHOOD FDVR PRQRGLPHQVLRQDOH HG DO SLDQR LQGLYLGXDWR GDL GXH YHWWRUL GL EDVH FDVR ELGLPHQVLRQDOH DQFKH QHO FDVR 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL WULGLPHQVLRQDOH YDOH XQ DQDORJR FRQFHWWR GL SDUDOOHOLVPR ,QIDWWL L WUH YHWWRUL GL EDVH (e1 , e2 , e3 ) GHILQLVFRQR XQR VSD]LR D WUH GLPHQVLRQL FXL RJQL DSSDUWLHQH R ULVXOWD SDUDOOHOR RJQL YHWWRUH HVSUHVVR WUDPLWH (e1 , e2 , e3 ) LQ PRGR DQDORJR DL FDVL PRQR H WULGLPHQVLRQDOL QDWXUDOPHQWH QRQ q SRVVLELOH GDUQH XQD YLVLRQH JUDILFD SRLFKp RFFRUUHUHEEHUR TXDWWUR GLPHQVLRQL

6L RVVHUYL LQILQH FKH XWLOL]]DQGR OD VLPERORJLD LQ SUHFHGHQ]D LQWURGRWWD OD UHOD]LRQH

& & & β & γ & δ & U = V1 + V2 + V3 SXz HVVHUH VFULWWD FRPH U = u 1e1 + u 2 e2 + u 3 e3 RSSXUH FRPH U = u i ei

α

α

α

FRQ (i = 1,2,3) LQ FXL q VRWWLQWHVR LO VLPEROR GL VRPPDWRULD

i

$QDORJDPHQWH DO FDVR ELGLPHQVLRQDOH YDOH TXDQWR GHWWR QHO SDUDJUDIR OD FRPSRQHQWH u q OH

& & i SURLH]LRQL GL U VX ei HG LO JHQHULFR YHWWRUH u ei DWWUDYHUVR FXL VL VYLOXSSD U ULVXOWD SDUDOOHOR DG ei 6L

&

GLFH LQILQH FKH LO YHWWRUH U VL RWWLHQH DWWUDYHUVR OD SURLH]LRQH SDUDOOHOD ULVSHWWR DOOH EDVL

&RQGL]LRQL DQDOLWLFKH GL LQGLSHQGHQ]D OLQHDUH

3HU TXDQWR ULJXDUGD OH FRQGL]LRQL DQDOLWLFKH GL LQGLSHQGHQ]D OLQHDUH GL WUH YHWWRUL HVSUHVVH LQ IXQ]LRQH GHOOH ORUR FRPSRQHQWL EDVWD VHJXLUH XQ UDJLRQDPHQWR DQDORJR D TXHOOR GHO FDVR ELGLPHQVLRQDOH 6, SUHQGDQR LQ FRQVLGHUD]LRQH WUH YHWWRUL • • •

& U1 = u11e1 + u 21e2 + u 31e3 & U 2 = u12 e1 + u 2 2 e2 + u 3 2 e3 & U 3 = u13e1 + u 23e2 + u 33e3 &

&

&

&

6XSSRQLDPR FKH (U1 , U 2 , U 3 ) VRQR OLQHDUPHQWH LQGLSHQGHQWL RVVLD α1U1

& & + α 2U 2 + α 3U 3 = 0 VROR

VH α1 = α 2 = α 3 = 0 VYLOXSSDQGR OH HVSUHVVLRQL GHL YHWWRUL WUDPLWH OH FRPSRQHQWL HG RVVHUYDQGR FKH YHWWRUH QXOOR LQ WHUPLQL GL FRPSRQHQWL q GDWR GD 0 =

0e1 + 0e2 + 0e3 VL KD

α1U 1 + α 2U 2 + α 3U 3 = 0

α1(u11e1 + u21e2

+ u31e3 ) +α2 (u12e1 + u22e2

+ u32e3 ) +α3 (u13e1 + u23e2 + u33e3 ) =

= (α1u11 +α2u12 +α3u13 )e1 + (α1u21 +α2u22 +α3u23 )e2 + (α1u31 +α2u32 +α3u33 ) = = 0 = 0e1 + 0e2 + 0e3 8JXDJOLDQGR OH FRPSRQHQWL GHO YHWWRUH GL EDVH VL RWWLHQH LO VHJXHQWH VLVWHPD GL HTXD]LRQL OLQHDUL QHOOH LQFRJQLWH (α 1 , α 2 , α 3 )

­α 1u 11 + α 2 u 1 2 + α 3u 13 = 0 °° 2 2 2 ®α 1u 1 + α 2 u 2 + α 3u 3 = 0 ° 3 3 3 °¯α 1u 1 + α 2 u 2 + α 3u 3 = 0

§ u11 u12 ¨ 2 2 GD FXL AΓ = 0 GRYH A = ¨ u 1 u 2 ¨¨ 3 3 ©u 1 u 2 3DJ

u13 · § α1 · ¸ ¨ ¸ 2 u 3 ¸ H Γ = ¨α 2 ¸ ¸ ¨α ¸ u 33 ¸¹ © 3¹


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL

3RLFKp OD FRQGL]LRQH GL LQGLSHQGHQ]D OLQHDUH LPSOLFD

α1 = α 2 = α 3 = 0

q QHFHVVDULR FKH

α1 = α 2 = α 3 = 0 VLD OD VROX]LRQH GHO VLVWHPD OLQHDUH RVVLD FKH YDOJDQR OH VHJXHQWL WUH UHOD]LRQL RWWHQLELOL GDOO·DSSOLFD]LRQH GHO WHRUHPD GL &UDPHU •

0 u12 1 α1 = 0 u 22 A 0 u 32

u13 0 u 23 = = 0 A 3 u 3

•

u11 0 u13 1 2 α2 = u 1 0 u 2 3 = 0 A 3 u 1 0 u 33

•

u11 u12 1 α 3 = u 21 u 2 2 A 3 u 1 u 32

0 0 =0 0

2UD SRLFKp A VL WURYD D GHQRPLQDWRUH WDOL UHOD]LRQL KDQQR VHQVR VH H VROR VH LO GHWHUPLQDQWH GHOOD PDWULFH

& &

&

A OH FXL ULJKH VRQR GDWH GDOOH FRPSRQHQWL GHL YHWWRUL (U 1 ,U 2 ,U 3 ) q GLYHUVR GD ]HUR RVVLD

VH H VROR VH A ≠0 ,Q DOWUL WHUPLQL VH H VROR VH A ULVXOWD QRQ VLQJRODUH OD VROX]LRQH GHO VLVWHPD ULVXOWD HVVHUH α1 = α 2 = α 3 = 0 H FRQVHJXHQWHPHQWH L YHWWRUL VRQR OLQHDUPHQWH LQGLSHQGHQWL LQ FDVR FRQWUDULR FRQ

A VLQJRODUH A = 0 L YHWWRUL ULVXOWDQR OLQHDUPHQWH GLSHQGHQWL

&DVR JHQHUDOH GHILQL]LRQH DVVLRPDWLFD GHO FRQFHWWR GL EDVH

6LD E XQR VSD]LR YHWWRULDOH VX XQ FDPSR K SUHVL n YHWWRUL (V 1 ,V 2 ,....,V n ) ∈ E VL GLFH FKH WDOL YHWWRUL VRQR OLQHDUPHQWH LQGLSHQGHQWL VH

α1V 1 + α 2V 2 + .... + α nV n = 0 VROR VH α1 = α 2 = .... = α n = 0

RVVLD VH OD UHOD]LRQH WUD L YHWWRUL GHQRPLQDWD FRPELQD]LRQH OLQHDUH q QXOOD VROR DVVXPHQGR WXWWL QXOOL L FRHIILFLHQWL α i GHOOD FRPELQD]LRQH VWHVVD 9LFHYHUVD QHO FDVR LQ FXL OD FRPELQD]LRQH OLQHDUH q QXOOD FRQ DOPHQR XQ FRHIILFLHQWH GLYHUVR GD ]HUR JOL n YHWWRUL OLQHDUPHQWH GLSHQGHQWL 6L RVVHUYL FKH VH GL n YHWWRUL

(V 1 ,V 2 ,....,V n ) ∈ E VL GLFRQR

(V 1 ,V 2 ,....,V n ) ∈ E VRQR OLQHDUPHQWH

LQGLSHQGHQWL QHVVXQR GL HVVL SXz HVVHUH QXOOR LQIDWWL VH IRVVH V i

= 0 OD FRPELQD]LRQH OLQHDUH

α1V 1 + α 2 V 2 + ..α i V i .. + α n V n = 0 VDUHEEH YHULILFDWD FRQ α i

≠0 FRQWUDGGLFHQGR O·LSRWHVL GL LQGLSHQGHQ]D OLQHDUH

6L SRVVRQR YHULILFDUH GXH FDVL QHOOD GHWHUPLQD]LRQH GL XQ TXDOVLDVL LQVLHPH GL YHWWRUL OLQHDUPHQWH LQGLSHQGHQWL RJQL LQVLHPH ULVXOWD FRVWLWXLWR GD XQ QXPHUR ILQLWR GL HOHPHQWL QRQ HVLVWH XQ OLPLWH PDVVLPR GL YHWWRUL OLQHDUPHQWH LQGLSHQGHQWL WUD ORUR

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL &L RFFXSLDPR VROR GHO FDVR FKH SUHYHGH TXLQGL FKH QHOOR VSD]LR E ULVXOWD SRVVLELOH GHWHUPLQDUH XQ QXPHUR LQWHUR n WDOH FKH • VL SRVVRQR GHWHUPLQDUH n YHWWRUL OLQHDUPHQWH LQGLSHQGHQWL • FRPXQTXH VL VFHOJDQR (n + 1) YHWWRUL HVVL ULVXOWDQR VHPSUH OLQHDUPHQWH GLSHQGHQWL ,Q DOWUL WHUPLQL LQ E HVLVWH XQ QXPHUR PDVVLPR n GHQRPLQDWR RUGLQH GL YHWWRUL OLQHDUPHQWH LQGLSHQGHQWL 6LD RUD •

(V 1 , V 2 ,...., V n ) ∈ E XQD GHOOH SRVVLELOL n − ple GL YHWWRUL OLQHDUPHQWH LQGLSHQGHQWL

V ∈ E H V ∉ (V 1 ,V 2 ,....,V n ) RVVLD LO YHWWRUH V VLD XQ JHQHULFR HOHPHQWR GL E GLYHUVR

GDJOL n YHWWRUL OLQHDUPHQWH LQGLSHQGHQWL LQGLYLGXDWL QHO SXQWR SUHFHGHQWH 'DOOH LSRWHVL IDWWH YDOH FKH OD FRPELQD]LRQH OLQHDUH

β V + α1V 1 + α 2 V 2 + .... + α n V n = 0

(n + 1) YHWWRUL (V ,V 1 ,V 2 ,....,V n ) VRQR OLQHDUPHQWH GLSHQGHQWL SRLFKp LO QXPHUR PDVVLPR GL YHWWRUL OLQHDUPHQWH LQGLSHQGHQWL LQ E q SDUL DG n ,QROWUH SRLFKp SHU LSRWHVL (V 1 ,V 2 ,....,V n ) VRQR LQGLSHQGHQWL GHYH HVVHUH DOPHQR β ≠ 0 LQIDWWL VH

q YHULILFDWD FRQ FRHIILFLHQWL QRQ WXWWL QXOOL RVVLD JOL

IRVVH

β =0

L DYUHEEH

α1V 1 + α 2 V 2 + .... + α n V n = 0

FRQ L FRHIILFLHQWL QRQ WXWWL QXOOL

FRQWUDULDPHQWH DOO·LSRWHVL GL LQGLSHQGHQ]D OLQHDUH GHL YHWWRUL UHOD]LRQH

(V 1 ,V 2 ,....,V n ) 5LSUHQGHQGR OD

β V + α1V 1 + α 2 V 2 + .... + α n V n = 0 VL SXz SRUUH

& α & α & & α & & α & α & α & V + 1 V1 + 2 V2 + .... + n Vn = 0 V = − 1 V1 − 2 V2 − .... − n Vn

β

β

β

β

β

β

,Q DOWUL WHUPLQL ILVVDWD XQD n −

pla (V 1 ,V 2 ,....,V n ) ∈ E GL YHWWRUL OLQHDUPHQWH LQGLSHQGHQWL RVVLD SUHVL XQ QXPHUR GL YHWWRUL OLQHDUPHQWH LQGLSHQGHQWL SDUL DO YDORUH PDVVLPR SRVVLELOH LQ E RJQL DOWUR YHWWRUH V ∈ E q HVSULPLELOH WUDPLWH L YHWWRUL GHOOD n − pla ILVVDWD

$UULYDWL D TXHVWH FRQFOXVLRQL SHU GHILQL]LRQH • VL SRQH FKH OR VSD]LR YHWWRULDOH E KD GLPHQVLRQH n LQ TXDQWR n HOHPHQWL VRQR VXIILFLHQWL D GHWHUPLQDUOR FRPSOHWDPHQWH SHU HYLGHQ]LDUH OD GLPHQVLRQH VL XWLOL]]D SHU OR VSD]LR E LO VLPEROR E n •

n − pla (V 1 ,V 2 ,....,V n ) ∈ E OLQHDUPHQWH LQGLSHQGHQWL VL GLFRQR EDVH H FRVWLWXLVFRQR XQ ULIHULPHQWR GHOOR VSD]LR E 7DOL YHWWRUL ULVXOWDQR WXWWL GLYHUVL GDO YHWWRUH

L YHWWRUL GL XQD

QXOOR VL ULFRUGL TXDQWR RVVHUYDWR DOO·LQL]LR GHO SUHVHQWH SDUDJUDIR •

LO JHQHULFR YHWWRUH GL EDVH V i VL LQGLFD FRQ LO VLPEROR ei H OD n −

pla (V 1 ,V 2 ,...., V n ) YLHQH

UDSSUHVHQWDWD FRPH (e1 , e2 ,....en ) RSSXUH QHOOD IRUPD FRQWUDWWD (ei )

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL

α α2 ,....,− n ) YHQJRQR GHWWL FRPSRQHQWL FRQWURYDULDQWL GHO YHWWRUH V β β β α i ULVSHWWR DOOD EDVH (ei ) H VL LQGLFDQR QHOOD IRUPD v = − i , (i = 1..n) 3HUWDQWR LO JHQHULFR β

α L FRHIILFLHQWL ( − 1

,−

YHWWRUH GL E q HVSUHVVR QHOOD EDVH (ei ) QHO VHJXHQWH PRGR

&

> @ V

n

= v1e1 + v 2 e2 + ... + v n en = ¦ v i ei = v i ei i =1

8QLFLWj GHOOD UDSSUHVHQWD]LRQH GL XQ YHWWRUH VHFRQGR XQD EDVH SUHILVVDWD

&

6L YXROH GLPRVWUDUH FKH OR VYLOXSSR GL XQ YHWWRUH V ULVSHWWR DOOD EDVH (ei ) q XQLFR ,QIDWWL VXSSRQLDPR FKH YL VLDQR GXH VYLOXSSL GLVWLQWL

­V = v1e + v 2 e + ....v n e = v i e ° n i 1 2 i i FRQ v ≠ u ® °¯V = u 1e1 + u 2 e2 + ....u n en = u i ei

VRWWUDHQGR DOOD SULPD HTXD]LRQH OD VHFRQGD VL RWWLHQH VL ULFRUGL VHPSUH FKH OH QRWD]LRQL FRQWUDWWH

V = v i ei H V = u i ei IDQQR ULIHULPHQWR DOOD QRWD]LRQH GL (LQVWHLQ V − V = 0 = (v1e1 + v 2 e2 + ....v n en ) − (u 1e1 + u 2 e2 + ....u n en ) = = v i ei − u i ei = (v i − u i )ei

3RLFKp LO YHWWRUH QXOOR KD QXOOH WXWWH OH VXH FRPSRQHQWL ULVSHWWR DOOD EDVH (ei ) RVVLD

0 = 0ei GDO FRQIURQWR FRQ OD UHOD]LRQH SUHFHGHQWH VL RWWLHQH

0ei = (v i − u i )ei 0 = (v i − u i ) v i = u i i

i

q SHUWDQWR DVVXUGR VXSSRUUH v ≠ u H TXLQGL OR VYLOXSSR q XQLFR $QFKH QHO FDVR JHQHUDOH YDOJRQR OH RVVHUYD]LRQL ULSRUWDWH QHO SDUDJUDIR H OR VYLOXSSR q i

i

RWWHQXWR SHU SURLH]LRQH SDUDOOHOD LQIDWWL LQ WHUPLQL v ei GHOOR VYLOXSSR V = v ei ULVXOWDQR SDUDOOHOL DOOH EDVL ei (i = 1..n)

&RQGL]LRQL DQDOLWLFKH GL LQGLSHQGHQ]D OLQHDUH

1HOOR VSD]LR E n ULIHULWR DOOD EDVH ei VL FRQVLGHULQR

m ≤ n U 1 , U 2 ,..., U m ) YHWWRUL OLQHDUPHQWH

LQGLSHQGHQWL GD FXL VHJXH

α 1U 1 + α 2 U 2 + ... + α m U m = 0 i

7DOH UHOD]LRQH LQ WHUPLQL GL FRPSRQHQWL VL HVSULPH FRPH VHJXH VL ULFRUGL FKH U k = u k ei ) FRQ

i = 1..n 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL

α1U 1 + α 2 U 2 + .. + α m U m = α1u i1ei + α 2u i 2 ei + .. + α m u i m ei = = (α1u i1 + α 2u i 2 + .. + α m u i m )ei = 0ei

3RLFKp O·LQGLFH i VFRUUH GD 1 D n OD SUHFHGHQWH UHOD]LRQH UDSSUHVHQWD XQ VLVWHPD GL n HTXD]LRQL QHOOH m LQFRJQLWH α1 , α 2 ,..α m

­α1u11 + α 2u12 + .. + α m u1m = 0 ° 2 2 2 °α1u 1 + α 2u 2 + .. + α m u m = 0 ® .......... ... ° °α u n + α u n + .. + α u n = 0 2 m 2 m ¯ 1 1

GD FXL

§ u11 u12 ... ¨ 2 2 ¨ u 1 u 2 ... AΓ = 0 GRYH A = ¨ ... ... ¨¨ n n © u 1 u 2 ....

§ α1 · u1m ·¸ ¨α ¸ 2 u 3¸ ¨ 2 ¸ H Γ = ¨.... ¸ ... ¸ ¸ ¨ ¸ u n m ¸¹ ©α m ¹

6L WUDWWD GL XQ VLVWHPD GL n HTXD]LRQL LQ m LQFRJQLWH FRQ m ≤ n RVVLD GL XQ VLVWHPD FRQ XQ QXPHUR GL LQFRJQLWH PLQRUL GHO QXPHUR GL HTXD]LRQL 1RUPDOPHQWH XQ WDOH VLVWHPD QRQ q FRPSDWLELOH SRLFKp q VRYUDYLQFRODWR LO WHRUHPD GL 5RXFKq &DSHOOL GHVFULYH OH FRQGL]LRQL GL FRPSDWLELOLWj 1HO QRVWUR FDVR q FRPXQTXH VHPSOLFH YHULILFDUH SHU VRVWLWX]LRQH GLUHWWD FKH OD VROX]LRQH QXOOD α1 = α 2 = .... = α m = 0 YHULILFD LO VLVWHPD ,QROWUH VH LO UDQJR GHOOD PDWULFH A q SDUL DG m RVVLD VH OD

PDWULFH SUHVHQWD DOPHQR XQ PLQRUH GL RUGLQH m FRQ GHWHUPLQDQWH GLYHUVR GD ]HUR OD VROX]LRQH QXOOD q DQFKH O·XQLFD VROX]LRQH ,QIDWWL VHQ]D SHUGLWD GL JHQHUDOLWj VL SXz VXSSRUUH FKH LO PLQRUH GL RUGLQH m FKH DEELD GHWHUPLQDQWH GLYHUVR GD ]HUR VLD TXHOOR RWWHQXWR FRQ OH SULPH m ULJKH GHOOD PDWULFH A VL DQDOL]]D TXLQGL LO VLVWHPD FRVWLWXLWR VROR GDOOH SULPH m HTXD]LRQL QHOOH m LQFRJQLWH VL YHGD OD SDUWH WUDWWHJJLDWD OD PDWULFH GHL FRHIILFLHQWL

­α1u11 + α 2u12 + .. + α m u1m = 0 ° 2 2 2 °α1u 1 + α 2u 2 + .. + α m u m = 0 § u11 u12 ... u1m · ¨ 2 ¸ °............ 2 2 ° ¨ u 1 u 2 ... u 3 ¸ Am = ® ¨ ... m m m ... ... ¸ °.α1u 1 + α 2u 2 + .. + α m u m = 0 ¨¨ m ¸ m m ¸ °.................. © u 1 u 2 .... u m ¹ ° °¯α1u n1 + α 2u n 2 + .. + α mu n m = 0

KD GXQTXH GHWHUPLQDQWH GLYHUVR GD ]HUR H O·XQLFD VROX]LRQH q TXHOOD QXOOD α1 = α 2 = .... = α m = 0 FRPH VL YHGH DSSOLFDQGR LO WHRUHPD GL &UDPHU $OORUD VL q VL YHGH FKH WDOH SDUWH GHO VLVWHPD QRQ SXz DPPHWWHUH DOWUD VROX]LRQH FKH TXHOOD QXOOD SHUWDQWR O·LQWHUR VLVWHPD DPPHWWH VROR OD VROX]LRQH QXOOD &RPH GLFKLDUDWR LQ SUHFHGHQ]D O·DYHU SRVWR SHU LSRWHVL FKH LO PLQRUH FRQ GHWHUPLQDQWH GLYHUVR GD ]HUR VLD Am QRQ FRVWLWXLVFH XQ OLPLWH SRLFKp OD QXPHUD]LRQH GHOOH HTXD]LRQL q SXUDPHQWH FRQYHQ]LRQDOH H VH VL VXSSRQH GL UDJLRQDUH VX XQ DOWUR PLQRUH SHU ULFRQGXUFL DO FDVR SUHFHGHQWH q VXIILFLHQWH

&

ULQXPHUDUH L YHWWRUL U k

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL

'D TXDQWR SUHFHGH VL SXz FRQFOXGHUH FKH m YHWWRUL (U 1 , U 2 ,...,U m ) ULVXOWDQR OLQHDUPHQWH LQGLSHQGHQWL VH OD PDWULFH

§ u11 u12 ... ¨ 2 2 ¨ u 1 u 2 ... A=¨ ... ... ¨¨ n n © u 1 u 2 ....

u1m ·¸ u 23 ¸ ... ¸ ¸ u n m ¸¹

RWWHQXWD FRQ OH FRPSRQHQWL GHL YHWWRUL KD UDQJR SDUL DG m RVVLD VH HVLVWH XQ PLQRUH GL RUGLQH m GHOOD PDWULFH LO FXL GHWHUPLQDQWH q GLYHUVR GD ]HUR 1HO FDVR SDUWLFRODUH LQ FXL m = n OD PDWULFH A q XQD PDWULFH TXDGUDWD GL GLPHQVLRQL (nxn) H OD FRQGL]LRQH GL LQGLSHQGHQ]D OLQHDUH LPSOLFD FKH LO UDQJR GL A VLD SDUL DG n RVVLD FKH LO GHWHUPLQDQWH GL A VLD GLYHUVR GD ]HUR PDWULFH QRQ VLQJRODUH VL ULFRUGL LQIDWWL FKH SHU XQD PDWULFH TXDGUDWD GL GLPHQVLRQH n LO PDVVLPR PLQRUH q SURSULR LO GHWHUPLQDQWH GHOOD PDWULFH

5DSSUHVHQWDELOLWj GL E n DWWUDYHUVR XQ TXDOVLDVL VLVWHPD GL n YHWWRUL LQGLSHQGHQWL

6L YXROH GLPRVWUDUH FKH RJQL n −

pla GL YHWWRUL OLQHDUPHQWH LQGLSHQGHQWL FRVWLWXLVFH XQD EDVH GL E n ,QGLFKLDPR LQIDWWL FRQ (e1 , e2 ,....en ) XQD EDVH GL E n GL H FRQ (ε 1 , ε 2 ,....ε n ) XQD JHQHULFD n − pla GL YHWWRUL OLQHDUPHQWH LQGLSHQGHQWL 3HU XQ JHQHULFR YHWWRUH V

∈ E n V = v i ei (i = 1..n) H SRLFKp OD n − pla (ε 1 , ε 2 ,....ε n ) ∈ E n RJQL

YHWWRUH ε k SXz HVVHUH HVSUHVVR QHOOD EDVH (ei ) GD FXL VHJXH ε k = η k ei FRQ (k i

η

i

k

= 1..n; i = 1..n) LQ FXL

LQGLFD OD i − esima FRPSRQHQWH QHOOD EDVH (ei ) GHO k − esimo YHWWRUH ε k VL RWWHQJRQR GXQTXH

n FRPELQD]LRQL OLQHDUL ε k = η i k ei XQD SHU RJQL YDORUH GL 7DOL FRPELQD]LRQL SRVVRQR HVVHUH k

UDSSUHVHQWDWH FRPH XQ VLVWHPD OLQHDUH

­η 11e1 + η 21e2 + ... + η n1en = ε1 ° 1 2 n °η 2 e1 + η 2 e2 + ... + η 2 en = ε 2 ® .......... ... ° °η 1 e + η 2 e + ... + η n e = ε n 2 n n n ¯ n 1

GD FXL

ΕT Ν = Ξ T

GRYH

§ η 11 ¨ 2 ¨η 1 Ν=¨ ... ¨¨ n ©η 1

§ e1 · § ε1 · ¨e ¸ ¨ε ¸ 2 ¸ ¨ ¨ 2 ¸ Ε = H Ξ = ¸ ¨.... ¸ ¨.... ¸ ... ... ¸ ¨ ¸ ¨ ¸ η n 2 ... η n n ¸¹ ©ε m ¹ e © m¹ η 12 ... η 1n ·¸ η 2 2 ... η 2 n ¸

(VVHQGR OLQHDUPHQWH LQGLSHQGHQWL L YHWWRUL GHOOD ORUR FRPSRQHQWL VHFRQGR OD EDVH

n − pla (ε 1 , ε 2 ,....ε n ) OD PDWULFH FRVWLWXLWD GDOOH

(ei ) RVVLD OD PDWULFH Ν q QRQ VLQJRODUH FRPH GLPRVWUDWR QHO T

T

SDUDJUDIR SHUWDQWR q SRVVLELOH LQYHUWLUH LO VLVWHPD Ε Ν = Ξ RWWHQHQGR GRYH Ν

−1

LQGLFD OD PDWULFH LQYHUVD GL Ν 3DJ

Ε T = Ξ T Ν −1


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL

i

6L ULFRUGL RUD FKH LO JHQHULFR HOHPHQWR ω k GHOOD PDWULFH LQYHUVD Ν

ωki =

−1

q GDWR GD

ci k Ν

k

GRYH ci LQGLFD LO FRPSOHPHQWR DOJHEULFR GHOO·HOHPHQWR η k GL Ν 3HUWDQWR VYLOXSSDQGR LO SURGRWWR i

ΕT = Ξ T Ν −1 VL RWWLHQH

§ ω 11 ω 12 ... ω 1n ¨ 2 2 2 ¨ ω 1 ω 2 .... ω n T T −1 Ε = Ξ Ν (e1 , e2 ...en ) = (ε 1 , ε 2 ,.....ε n ) ¨ ... ¨ ... n ... n ¨ ω 1 ω 2 .... ω n n ©

GD FXL

> @ ei

· ¸ ¸ ¸ ¸ ¸ ¹

ci k ε k (i = 1..n) k =1 Ν

n

n

= ¦ω k iε k = ¦ k =1

V ∈ En YDOH OR VYLOXSSR V = v i ei QHOOD EDVH (ek ) DSSOLFDQGR OD > VL SXz VRVWLWXLUH RJQL YHWWRUH (ei ) FRQ OR VYLOXSSR > RWWHQHQGR

5LFRUGDQGR FKH SHU XQ JHQHULFR YHWWRUH

§ n v i ci k > @ V = v ei = v ω i ε k = ¦ ¨ ¦ ¨ k =1 © i =1 Ν i

i

k

n

· ¸ε k = u k ε k ¸ ¹

'RYH VL q SRVWR u = v ω i q DSSOLFDWD OD FRQYHQ]LRQH GL (LQVWHLQ VXOO·LQGLFH i ,Q FRQFOXVLRQH DQDOL]]DQGR OD > VL SXz DIIHUPDUH FKH k

i

k

∈ E n SXz HVVHUH HVSUHVVR QRQ VROR WUDPLWH OD EDVH (ek ) PD DQFKH DWWUDYHUVR XQD TXDOVLDVL DOWUD n − pla (ε 1 , ε 2 ,....ε n ) GL YHWWRUL OLQHDUPHQWH LQGLSHQGHQWL

RJQL YHWWRUH V

OH TXDQWLWj u VRQR XQLYRFDPHQWH GHWHUPLQDWH SRLFKp YDOH u = v

k

k

i

ω k i (i = 1..n, k = 1..n) k

FKH UDSSUHVHQWD OD VROX]LRQH GL XQ VLVWHPD GL n HTXD]LRQL OLQHDUL LQ FXL OH n FRPSRQHQWL v UDSSUHVHQWDQR L WHUPLQL QRWL XQLYRFDPHQWH GHWHUPLQDWL VL YHGD LO SDUDJUDIR H OH

ω

k

i

ci k −1 LGHQWLILFDQR OD PDWULFH Ν LQYHUVD GHOOD PDWULFH Ν QRQ VLQJRODUH WDOL = Ν

FRQGL]LRQL LPSOLFDQR O·HVLVWHQ]D H O·XQLFLWj GHOOD VROX]LRQH GL XQ VLVWHPD OLQHDUH 'DOOH RVVHUYD]LRQL SUHFHGHQWL VHJXH FKH ILVVDWR XQR VSD]LR YHWWRULDOH GL GLPHQVLRQH n TXDOVLDVL LQVLHPH GL n YHWWRUL OLQHDUPHQWH LQGLSHQGHQWL FRVWLWXLVFH XQD EDVH SHU OR VSD]LR YHWWRULDOH VWHVVR

/HJJH GHO &DPELDPHQWR GL EDVH

1HO SDUDJUDIR SUHFHGHQWH VL q GLPRVWUDWR FKH RJQL LQVLHPH GL YHWWRUL OLQHDUPHQWH LQGLSHQGHQWL GL RUGLQH PDVVLPR q LGRQHR D FRVWLWXLUH XQD EDVH R ULIHULPHQWR

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL 3HUWDQWR GHWWD n OD GLPHQVLRQH GHOOR VSD]LR E n RJQL n −

pla GL YHWWRUL LQGLSHQGHQWL UDSSUHVHQWD

XQD EDVH 6RUJRQR DOORUD GXH SUREOHPL FKH WURYDQR JLj XQD ULVSRVWD QHOOH > H >

• ,O SULPR UHODWLYR DOOD GHWHUPLQD]LRQH GHOOH UHOD]LRQL HVLVWHQWL WUD L YHWWRUL GL GXH EDVL GLYHUVH RVVLD UHODWLYR DOOD GHWHUPLQD]LRQH GHOOH OHJJL GL WUDVIRUPD]LRQH FKH SRUWDQR DG HVSULPHUH XQ YHWWRUH GL XQD EDVH FRPH FRPELQD]LRQH OLQHDUH GHL YHWWRUL GL XQ·DOWUD EDVH • ,O VHFRQGR UHODWLYR DOOD GHWHUPLQD]LRQH GHOOH UHOD]LRQL WUD OH FRPSRQHQWL GL XQ YHWWRUH LQ XQD EDVH H OH FRPSRQHQWL GHOOR VWHVVR YHWWRUH LQ XQ·DOWUD EDVH

/HJJH &DPELDPHQWR SHU YHWWRUL GL EDVH

6LDQR (ei ) H (ε i ) GXH JHQHULFKH EDVL FKH FRQYHQ]LRQDOPHQWH VDUDQQR LQGLFDWH ULVSHWWLYDPHQWH FRPH ´YHFFKLDµ EDVH H ´QXRYDµ EDVH &RPH LOOXVWUDWR QHO SUHFHGHQWH SDUDJUDIR FLDVFXQ YHWWRUH GL (ε i ) SXz HVVHUH HVSUHVVR WUDPLWH OD EDVH (ei ) LQ TXDQWR (ε 1 , ε 2 ,....ε n ) ∈ En H YDOH > @ ε k = η

i

k

ei (k = 1..n; i = 1..n)

RSSXUH LQ WHUPLQL PDWULFLDOL GRYH Ν q XQD PDWULFH QRQ VLQJRODUH > @ Ξ

T

= ΕT Ν

'RYH Ξ

T

= (ε 1 , ε 2 ,....ε n ) E T = (e1 , e2 ,....e3 )

/H> H > UDSSUHVHQWDQR OD OHJJH GL WUDVIRUPD]LRQH R FDPELDPHQWR GL EDVH FKH SHUPHWWH GL SDVVDUH GDOOD YHFFKLD EDVH DOOD QXRYD EDVH 6HJXHQGR DQFRUD OR VWHVVR SURFHGLPHQWR GHO SDUDJUDIR SHU LQYHUVLRQH GHOOD > VL RWWLHQH > @ ei =

n

n

k

ci ε k (k = 1..n; i = 1..n) Ν k =1

¦ ω k iε k = ¦ k =1

2SSXUH LQ WHUPLQL PDWULFLDOL

> @ Ε

T

= Ξ T Ν −1

/H > @ H > @ UDSSUHVHQWDQR OD OHJJH GL WUDVIRUPD]LRQH R FDPELDPHQWR GL EDVH FKH SHUPHWWH GL SDVVDUH GDOOD QXRYD EDVH DOOD YHFFKLD

2VVHUYD]LRQH OHJJH GL FRYDULDQ]D

6L RVVHUYL TXDQWR VHJXH • SHU SDVVDUH GDOOD YHFFKLD EDVH (ei ) DOOD QXRYD EDVH (ε i ) RFFRUUH DSSOLFDUH OD PDWULFH Ν VHFRQGR OH > @ H > @ •

SHU SDVVDUH GDOOD QXRYD EDVH (ε i ) DOOD YHFFKLD EDVH (ei ) RFFRUUH DSSOLFDUH OD PDWULFH Ν

−1

VHFRQGR OH > @ H > @ 7DOH OHJJH GL WUDVIRUPD]LRQH YLHQH LQGLFDWD FRPH /HJJH GL &RYDULDQ]D SHUWDQWR VL SXz GLUH FKH OH EDVL VRQR FRYDULDQWL /H FRPSRQHQWL GHOOH JUDQGH]]H FKH YHULILFDQR OD OHJJH GL FRYDULDQ]D VRQR LQGLFDWH FRQYHQ]LRQDOPHQWH WUDPLWH JOL LQGLFL SRVL]LRQDWL LQ EDVVR DG HVHPSLR OD YHFFKLD EDVH

E T = (ei ) = (e1 , e2 ,....e3 ) KD SHU FRPSRQHQWL ei FKH VRQR VWDWH LQGLFDWH DSSXQWR FRQ JOL LQGLFL LQ

EDVVR YDOH DQDORJDPHQWH SHU OD QXRYD EDVH

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL 6LD V

/HJJH GL &DPELDPHQWR SHU OH FRPSRQHQWL GHL YHWWRUL

∈ En XQ JHQHULFR YHWWRUH H VLDQR

& v i (i = 1..n) OH n FRPSRQHQWL GL V QHOOD YHFFKLD EDVH (ei ) GD FXL V = v i ei FKH FRQYHQ]LRQDOPHQWH VDUDQQR LQGLFDWH FRPH ´YHFFKLHµ FRPSRQHQWL

& u k (k = 1..n) OH n FRPSRQHQWL GL V QHOOD QXRYD EDVH (ε k ) GD FXL V = u k ε k FKH

FRQYHQ]LRQDOPHQWH VDUDQQR LQGLFDWH FRPH ´QXRYHµ FRPSRQHQWL &RPH GLPRVWUDWR QHO SDUDJUDIR YDOH OD VHJXHQWH UHOD]LRQH WUD OH QXRYH H YHFFKLH FRPSRQHQWL > @ u = v ω k

i

k

i

=

v i ci Ν

k

(k = 1..n; i = 1..n)

RSSXUH LQ WHUPLQL PDWULFLDOL −1

> @ U = Ν V 'RYH

§ u1 · § v1 · ¨ ¸ ¨ ¸ .. ¸ ¨ ¨ .. ¸ U= V = ¨ .. ¸ ¨ .. ¸ ¨ n¸ ¨ n¸ ©u ¹ ©v ¹

/H > @H > @UDSSUHVHQWDQR OD OHJJH GL WUDVIRUPD]LRQH R FDPELDPHQWR GHOOH FRPSRQHQWL GL XQ YHWWRUH QHO SDVVDJJLR GDOOD YHFFKLD EDVH DOOD QXRYD H SHUPHWWH GL SDVVDUH GDOOH YHFFKLH FRPSRQHQWL DOOH QXRYH ,QYHUWHQGR OD > VL RWWLHQH

U = Ν −1V ΝU = ΝΝ −1V

SRLFKp GD FXL VHJXH

ΝΝ −1 = I ΝU = ΝΝ −1V = IV = V > @ V = ΝU

2VVLD ULFRUGDQGR FKH OH FRPSRQHQWL GHOOD PDWULFH Ν VRQR VWDWH LQGLFDWH FRQ η i QHO SDUDJUDIR VL SXz SRUUH k

> @ v

k

= η k i u i (k = 1..n; i = 1..n)

/H > H > UDSSUHVHQWDQR OD OHJJH GL WUDVIRUPD]LRQH R FDPELDPHQWR GHOOH FRPSRQHQWL GL XQ YHWWRUH QHO SDVVDJJLR GDOOD QXRYD EDVH DOOD YHFFKLD H SHUPHWWH GL SDVVDUH GDOOD QXRYH FRPSRQHQWL DOOH YHFFKLH

2VVHUYD]LRQH OHJJH GL FRQWURYDULDQ]D

6L RVVHUYL TXDQWR VHJXH 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL

SHU SDVVDUH GDOOD YHFFKLH FRPSRQHQWL (v

i

) DOOH QXRYH FRPSRQHQWL (u i ) RFFRUUH DSSOLFDUH OD

−1

PDWULFH Ν VHFRQGR OH > H > LQ PRGR RSSRVWR D TXDQWR YDOH SHU OH EDVL LQ FXL SHU LO SDVVDJJLR GDOOH YHFFKLH EDVL DOOH QXRYH VL DSSOLFD OD PDWULFH Ν •

i

i

SHU SDVVDUH GDOOH QXRYH FRPSRQHQWL (u ) DOOH YHFFKLH FRPSRQHQWL (v ) RFFRUUH DSSOLFDUH Ν VHFRQGR OH > H > LQ PRGR RSSRVWR D TXDQWR YDOH SHU OH EDVL LQ FXL SHU LO SDVVDJJLR −1

GDOOH QXRYH EDVL DOOH YHFFKLH VL DSSOLFD OD PDWULFH Ν OR VYLOXSSR LQ FRPSRQHQWL FRQWURYDULDQWL VX EDVL FRYDULDQWL GDO SXQWR GL YLVWD JHRPHWULFR VL RWWLHQH SHU SURLH]LRQH SDUDOOHOD VX WDOL EDVL VL ULFRUGL TXDQWR LOOXVWUDWR D WDOH SURSRVLWR QHO SDUDJUDIR H SHU L FDVR ELGLPHQVLRQDOH H TXDQWR RVVHUYDWR QHO FDVR JHQHUDOH GHO UHVWR q VXIILFLHQWH QRWDUH FKH VL VWD DSSOLFDQGR OD UHJROD GHOOD VRPPD YHWWRULDOH RVVLD OD UHJROD GHO SDUDOOHORJUDPPD DO FDVR EL H WULGLPHQVLRQDOH SHU UHQGHUVL FRQWR GHOOD YDOLGLWj GHOO·DIIHUPD]LRQH

/D OHJJH GL WUDVIRUPD]LRQH FKH VWLDPR LOOXVWUDQGR YLHQH LQGLFDWD FRPH /HJJH GL &RQWURYDULDQ]D LQ TXDQWR LO PRGR GL YDULDUH GHOOH FRPSRQHQWL GL XQ YHWWRUH ULVXOWD ´RSSRVWRµ D TXHOOR GHOOH EDVL SHUWDQWR VL SXz GLUH FKH OH FRPSRQHQWL VRQR FRQWURYDULDQWL /H FRPSRQHQWL GHOOH JUDQGH]]H FKH YHULILFDQR OD OHJJH GL FRQWURYDULDQ]D VRQR LQGLFDWH FRQYHQ]LRQDOPHQWH WUDPLWH JOL LQGLFL SRVL]LRQDWL LQ DOWR q SHU WDOH PRWLYR FKH DG HVHPSLR OH i

i

FRPSRQHQWL GHL YHWWRUL VRQR VWDWL LQGLFDWL FRQ (v ) SHU OD YHFFKLD EDVH H (u ) SHU OD QXRYD EDVH , YHWWRUL FKH KDQQR FRPSRQHQWL FKH ULVSHWWDQR OD OHJJH GL FRQWURYDULDQ]D VL FKLDPR YHWWRUL FRQWURYDULDQWL R DQFKH WHQVRUL FRQWURYDULDQWL VHPSOLFL R GL RUGLQH XQR

RVVHUYD]LRQH

$EELDPR GXQTXH GLPRVWUDWR FKH TXDQGR VL HVHJXH XQ FDPELDPHQWR GL EDVH GL ULIHULPHQWR • OH EDVL KDQQR XQ FRPSRUWDPHQWR FRYDULDQWH • OH FRPSRQHQWL GHL YHWWRUL ULVSHWWR D WDOL EDVL KDQQR XQ FRPSRUWDPHQWR FRQWURYDULDQWH ,Q TXHVWR SDUDJUDIR VL YXROH RVVHUYDUH FKH O·HVVHUH FRYDULDQWH QRQ q FDUDWWHULVWLFD WLSLFD GHOOH EDVL FRPH O·HVVHUH FRQWURYDULDQWH QRQ q FDUDWWHULVWLFD WLSLFD GHOOH FRPSRQHQWL GHL YHWWRUL ,QIDWWL QHO VHJXLWR GLPRVWUHUHPR O·HVLVWHQ]D GL VSD]L YHWWRULDOL GHQRPLQDWL VSD]L YHWWRULDOL GXDOL LQ FXL • OH EDVL GXDOL VL FRPSRUWDQR LQ IRUPD FRQWURYDULDQWH • OH FRPSRQHQWL GHL YHWWRUL LQ IRUPD FRYDULDQWH 7DOL YHWWRUL YHQJRQR GHWWL YHWWRUL FRYDULDQWL RSSXUH WHQVRUL FRYDULDQWL VHPSOLFL R GL RUGLQH XQR ,QROWUH q SRVVLELOH GLPRVWUDUH FKH • VRWWR RSSRUWXQH FRQGL]LRQL XQR VSD]LR YHWWRULDOH q LVRPRUIR FRQ LO VXR GXDOH • JOL HOHPHQWL GHOOR VSD]LR GXDOH VRQR L YHWWRUL FRYDULDQWL H FRLQFLGRQR FRQ OH IRUPH OLQHDUL SHU TXHVWR PRWLYR L YHWWRUL FRYDULDQWL VRQR DQFKH GHWWL IRUPH OLQHDUL 'RSR O·LQWURGX]LRQH GHOOH EDVL GXDOL H GHOOH UHODWLYH FRPSRQHQWL VDUHPR LQ JUDGR GL GLPRVWUDUH D WLWROR GL HVHPSLR FKH OD VLPERORJLD XWLOL]]DWD SHU OD PDWULFH Ν LQ FXL OH FRPSRQHQWL VRQR LQGLFDWH FRQ

η i k q FRHUHQWH FRQ OD FRQYHQ]LRQH GHJOL LQGLFL QHO VHQVR FKH VL YHULILFKHUj FKH OH FRPSRQHQWL GL Ν VDUDQQR FRQWURYDULDQWL ULVSHWWR DOO·LQGLFH i SRVL]LRQDWR LQ DOWR H FRQYDULDQWL ULVSHWWR DOO·LQGLFH k

SRVL]LRQDWR LQ EDVVR

$SSURIRQGLPHQWR VXL VRWWRVSD]L YHWWRULDOL 6RWWRVSD]L GHULYDWL GDL YHWWRUL GL EDVH

6LD E n XQR VSD]LR YHWWRULDOH GL GLPHQVLRQH n VXO FDPSR

K H VLD (e1 , e2 .....en ) XQD VXD EDVH DWWUDYHUVR L YHWWRUL GL EDVH q SRVVLELOH FRVWUXLUH GHL VRWWRVSD]L YHWWRULDOL GHOOR VSD]LR E n 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL 9HGLDPR DOFXQL HVHPSL • VRWWRVSD]L PRQRGLPHQVLRQDOL S1 LQGLYLGXDWL GD XQ YHWWRUH GL EDVH LQIDWWL GHWWR ei XQ TXDOVLDVL YHWWRUH GL EDVH VL KD

& ∀α ∈ K VHJXH V = αei ∈ E n S1 ⊂ E n & 0 = 0ei ∈ S1

/D EDVH GL S i q GDWD QDWXUDOPHQWH GDO VROR YHWWRUH ei •

VRWWRVSD]L ELGLPHQVLRQDOL S 2 LQGLYLGXDWL GD GXH YHWWRUL GL EDVH LQIDWWL GHWWL

(ei , e j )

i ≠ j GXH TXDOVLDVL YHWWRUL GL EDVH VL KD & ∀(α , β ) ∈ K × K VHJXH V = αei + β e j ∈ En S 2 ⊂ E n

& 0 = 0ei + 0e j ∈ S 2 /D EDVH GL S 2 q GDWD QDWXUDOPHQWH GD (ei , e j ) •

VRWWRVSD]L K GLPHQVLRQDOL S h LQGLYLGXDWL GD h YHWWRUL GL EDVH FRQ h < n LQIDWWL GHWWL (ei , ei ,.....ei ) h YHWWRUL GL EDVH WXWWL GLVWLQWL 1

2

h

& h i ∀(α , α ,...α ) ∈ K VHJXH V = ¦ α ei ∈ E n S h ⊂ En 1

2

h

h

i =1

& 0 ∈ S h /D EDVH GL S h q GDWD QDWXUDOPHQWH GD (ei

1

, ei2 ,.....eih )

Ë LPSRUWDQWH VRWWROLQHDUH FKH L VRWWRVSD]L LOOXVWUDWL SUHFHGHQWHPHQWH QRQ HVDXULVFRQR OD WRWDOLWj GHL VRWWRVSD]L GL E n FRVu DG HVHPSLR HVLVWR DOWUL VRWWRVSD]L GL GLPHQVLRQH ROWUH TXHOOL S 2

6RWWRVSD]L VXSSOHPHQWDUL

9RJOLDPR RUD LQWURGXUUH LO FRQFHWWR GL VRWWRVSD]LR VXSSOHPHQWDUH D WDOH VFRSR LQGLFKLDPR FRPH DO VROLWR FRQ E n XQR VSD]LR YHWWRULDOH GL GLPHQVLRQH n 6LDQR LQROWUH •

V p XQ VRWWRVSD]LR YHWWRULDOH GL En GL GLPHQVLRQH p < n H GL EDVH (e1 , e2 .....e p )

Ws XQ VRWWRVSD]LR YHWWRULDOH GL En GL GLPHQVLRQH s FRQ EDVH (e p +1 , e p + 2 .....e p + s )

Ws q DOORUD GHWWR VRWWRVSD]LR YHWWRULDOH GL En VXSSOHPHQWDUH D V p VH

Ws ∩ V p = Φ RVVLD VH Ws H V p QRQ KDQQR HOHPHQWL LQ FRPXQH

p + s = n RVVLD OD VRPPD GHOOH GLPHQVLRQL GL Ws H V p q XJXDOH DOOD GLPHQVLRQH GL En

'DOOD GHILQL]LRQH VHJXH SXQWR FKH s = n −

p Ws ≡ Wn− p H TXLQGL FKH VL SXz DQFKH SRUUH

(e p +1 , e p + 2 .....e p + s ) ≡ (e p +1 , e p + 2 .....en )

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL

6L RVVHUYL LQROWUH FKH OD GHILQL]LRQH GL VRWWRVSD]LR VXSSOHPHQWDUH q VLPPHWULFD QHO VHQVR FKH VH Wn− p q XQ VRWWRVSD]LR GL E n VXSSOHPHQWDUH D V p VDUj DQFKH V p XQ VRWWRVSD]LR GL E n VXSSOHPHQWDUH D

Wn − p LQ TXDQWR SHU V p YDOJRQR OH VWHVVH FRQGL]LRQL GL Wn − p SHU WDOH PRWLYR GXQTXH VH Wn − p q XQ VRWWRVSD]LR GL E n VXSSOHPHQWDUH D

V p

VL GLFH VHPSOLFHPHQWH FKH

Wn− p H V p VRQR

VXSSOHPHQWDUL WUD ORUR ,QROWUH VH Wn− p H V p VRQR VXSSOHPHQWDUL L YHWWRUL GL EDVH GL W n − p GHYRQR HVVHUH OLQHDUPHQWH LQGLSHQGHQWH FRQ L YHWWRUL GL EDVH GL V p H YLFHYHUVD SHU OD VLPPHWULD VRSUD RVVHUYDWD ,QIDWWL VH FRVu QRQ IRVVH GHWWR

e p +i FRQ i = 1..s XQ JHQHULFR YHWWRUH GHOOD EDVH GL Wn − p e p+i VL

GRYUHEEH SRWHU HVSULPHUH FRPH FRPELQD]LRQH OLQHDUH GHL YHWWRUL

(e1 , e2 .....e p ) GD FXL VHJXH

e p +i ∈ V p 0D TXHVWD FRQFOXVLRQH q DVVXUGD LQ TXDQWR SHU LSRWHVL e p + i ∈ Wn − p H VHPSUH SHU LSRWHVL Wn − p QRQ KD DOFXQ HOHPHQWR LQ FRPXQH FRQ V p SHUWDQWR QHFHVVDULDPHQWH e p+i QRQ SXz HVVHUH HVSUHVVR FRPH FRPELQD]LRQH OLQHDUH GHL YHWWRUL GL EDVH GL V p $QDORJDPHQWH VL GLPRVWUD FKH XQ JHQHULFR YHWWRUH GL EDVH GL V p ULVXOWD OLQHDUPHQWH LQGLSHQGHQWH ULVSHWWR DL YHWWRUL GL EDVH GL Wn − p 7DOH ULVXOWDWR q PROWR LPSRUWDQWH LQ TXDQWR OD

n

−

pla

(e1 , e2 ,....e p ) ∪ (e p +1 , e p +2 .....en ) ≡ (e1 , e2 ,....e p , e p+1 , e p+ 2 .....en )

RWWHQXWD GDL YHWWRUL GL EDVH GHL GXH VSD]L

Wn − p H V p ULVXOWDQGR TXHVW·XOWLPL OLQHDUPHQWH

LQGLSHQGHQWL HG HVVHQGR SDUL DG n RVVLD DOOD GLPHQVLRQH GHOOR VSD]LR E n QH UDSSUHVHQWD XQD EDVH /·HVLVWHQ]D GL XQD FRSSLD GL VRWWRVSD]L

(V p , Wn− p ) GL E n VXSSOHPHQWDUL LPSOLFD OD SRVVLELOLWj GL

VFRPSRUUH RJQL YHWWRUH GL E n FRPH VRPPD GL GXH YHWWRUL XQR DSSDUWHQHQWH D V p H O·DOWUR D Wn − p

&

,Q DWUL WHUPLQL GHWWR U XQ TXDOVLDVL YHWWRUH GL E n VL KD

p n & U = ¦ v i ei = ¦ v i ei + i =1

i =1

n− p

&

i = p +1

GRYH

p & & V = ¦ v i ei ∈ V p H W = i =1

n− p

¦ vi e p + i ∈ Wn − p

i = p +1

6L RVVHUYL LQROWUH FKH WDOH VFRPSRVL]LRQH q XQLFD 6H LQIDWWL SHU LSRWHVL HVLVWRQR GXH VFRPSRVL]LRQL • •

&

¦ v i e p +i = V + W

& & & U = V + W & & & U = V ′ +W ′

GD FLz VHJXH GD FXL

& & & & & & & U − U = V + W − (V ′ + W ′) = 0 & & & & & (V − V ′) + (W − W ′) = 0

6LFFRPH 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL

& &

OD FRSSLD (V , V ′) DSSDUWLHQH D V p H TXLQGL HQWUDPEL L YHWWRUL VRQR HVSUHVVL WUDPLWH L YHWWRUL GL EDVH (e1 , e2 ,....e p )

OD FRSSLD

& & (W ,W ′) DSSDUWLHQH D Wn − p H TXLQGL HQWUDPEL L YHWWRUL VRQR HVSUHVVL WUDPLWH L

YHWWRUL GL EDVH (e p +1 , e p + 2 .....en ) $OORUD OD SUHFHGHQWH UHOD]LRQH YDOH VROR VH •

& & & & & (V − V ′) = 0 V = V ′ & & & & & (W − W ′) = 0 W = W ′

• H TXLQGL OD VFRPSRVL]LRQH q XQLFD Ë VHPSOLFH LQILQH GLPRVWUDUH O·HVLVWHQ]D GL VRWWRVSD]L VXSSOHPHQWDUL LQIDWWL GHWWD (e1 , e2 .....en ) XQD EDVH GHOOR VSD]LR E n HG XWLOL]]DQGR OD QRPHQFODWXUD GHO SDUDJUDIR SUHFHGHQWH VL KDQQR DG HVHPSLR L VHJXHQWL VRWWRVSD]L VXSSOHPHQWDUL • •

S1 VSD]LR FRQ EDVH SDUL D (e1 ) H S n −1 FRQ EDVH (e2 .....en ) S 2 FRQ EDVH (e1 , e2 ) H S n − 2 FRQ EDVH (e3 .....en )

,Q JHQHUDOH TXLQGL VH LQGLFKLDPR FRQ LO VRWWRVSD]LR GHWHUPLQDWR GD •

p YHWWRUL GHOOD EDVH (e1 , e2 .....en ) GL E n SUHVL DQFKH QRQ VHJXHQGR O·RUGLQH QDWXUDOH GHJOL LQGLFL GD 1 D p Wn − p LO VRWWRVSD]LR GHWHUPLQDWR GDL ULPDQHQWL n − p YHWWRUL GHOOD EDVH (e1 , e2 .....en ) V

p

V p H Wn − p ULVXOWDQR VXSSOHPHQWDUL WUD ORUR SRLFKp QRQ SRVVRQR DYHUH YHWWRUL LQ FRPXQH LQ TXDQWR KDQQR YHWWRUL GL EDVH GLYHUVL H O·XQLRQH GHOOH ORUR EDVL FRVWLWXLVFH XQD EDVH GL E n 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR 6SD]L /LQHDUL

BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 2SHUDWRUL /LQHDUL

&$3,72/2 2SHUDWRUL /LQHDUL

&RQFHWWL LQWURGXWWLYL

&HUFKLDPR GL VSLHJDUH FRVD VL LQWHQGH FRQ O·DJJHWWLYR ´OLQHDUHµ &RQVLGHULDPR SHU LO PRPHQWR O·DOJHEUD HOHPHQWDUH VYLOXSSDWD QHO FDPSR R GHL QXPHUL UHDOL HG LQGLFKLDPR FRPH DO VROLWR FRQ a, b, c, d ,... JHQHULFL HOHPHQWL GHO FDPSR R RVVLD EHQ GHWHUPLQDWL QXPHUL UHDOL ILVVDWL 7DOL • YDORUL VRQR FKLDPDWL DQFKH SDUDPHWUL SRLFKp VL SHQVDQR FRPH YDORUL QXPHULFL ILVVDWL FKH SHUz QRQ KD LPSRUWDQ]D GHWHUPLQDUH • x, y, z TXDQWLWj FKH SRVVRQR DVVXPHUH TXDOVLDVL YDORUH GL R WDOL YDORUL QRQ VL SHQVDQR ILVVDWL FRPH L SDUDPHWUL PD SRVVRQR YDULDUH H SHUWDQWR VRQR FKLDPDWH YDULDELOL 2UD QHOO·DOJHEUD HOHPHQWDUH OH RSHUD]LRQL GHILQLWH VRQR OH XVXDOL RSHUD]LRQL GL VRPPD H SURGRWWR GD HVVH SRL SRVVRQR HVVHUH IDWWH GHULYDUH • O·RSHUD]LRQH GL VRWWUD]LRQH a − b FRPH VRPPD a + (−b) RVVLD VL ID LQWHUYHQLUH O·HOHPHQWR RSSRVWR GL b ULVSHWWR DOOD VRPPD FKH LQ XQ FDPSR HVLVWH VHPSUH •

O·RSHUD]LRQH GL GLYLVLRQH

a −1 FRPH SURGRWWR ab RVVLD VL ID LQWHUYHQLUH O·HOHPHQWR LQYHUVR GL b

b ULVSHWWR DO SURGRWWR FKH LQ XQ FDPSR HVLVWH SHU RJQL YDORUH GLYHUVR GD ]HUR ,QROWUH DWWUDYHUVR O·RSHUD]LRQH GL SURGRWWR SRVVLDPR RWWHQHUH OH FRVLGGHWWH SRWHQ]H DG HVHPSLR a â‹… a = a 2 x â‹… x = x 2

&RVWUXLDPR DGHVVR GHOOH HVSUHVVLRQL WUD SDUDPHWUL H YDULDELOL FRPELQDQGR WDOL RSHUD]LRQL OH SL VHPSOLFL VRQR GHO WLSR a.x • • by • cz 7DOL HVSUHVVLRQL LQ FXL FRPSDUH OD YDULDELOH FRQ HVSRQHQWH SDUL DG XQR VRQR GHWWH OLQHDUL VH LQYHFH 2

IRVVH VWDWR a.x DYUHPPR DYXWR XQD HVSUHVVLRQH TXDGUDWLFD SHUFKp OD YDULDELOH KD HVSRQHQWH TXDGUDWLFR RVVLD SDUL D GXH ,O PRWLYR SHU FXL XQ WHUPLQH WLSR a.x q GHWWR OLQHDUH q FKH VH SRQLDPR O·HTXD]LRQH y = ax RWWHQLDPR LO JUDILFR GL XQD UHWWD FRPH YHGUHPR QHOOD 3DUWH ,, ´3UHUHTXLVLWL PDWHPDWLFLµ 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 2SHUDWRUL /LQHDUL 6H DGHVVR FRPELQLDPR L WUH WHUPLQL OLQHDUL DWWUDYHUVR O·RSHUD]LRQH GL VRPPD RWWHQLDPR O·HVSUHVVLRQH VHJXHQWH SHU FRPELQD]LRQH OLQHDUH FKH YLHQH GHWWD OLQHDUH ax + by + cz 6L RVVHUYL FKH SRLFKp XQD VRWWUD]LRQH q HTXLYDOHQWH DG XQD VRPPD FRPH VRSUD RVVHUYDWR OD FRPELQD]LRQH OLQHDUH VL KD DQFKH VH LQYHFH GHO VHJQR SL VL KD LO VHJQR PHQR ,Q VRVWDQ]D TXDQGR VL ID XQD FRPELQD]LRQH OLQHDUH VL YXROH VHPSOLFHPHQWH GLUH FKH VL ID OD VRPPD GL WHUPLQL OLQHDUL SHU LQFLVR VL QRWL FKH LO JUDILFR GL XQD HTXD]LRQH GHO WLSR z = ax + by q GDWR GD XQ SLDQR ,O JLXGL]LR GL OLQHDULWj R QRQ OLQHDULWj GL XQD HVSUHVVLRQH GLSHQGH ULVSHWWR D TXDOH YDULDELOH WDOH HVSUHVVLRQH q JLXGLFDWD &RVu DG HVHPSLR •

a 2 x q OLQHDUH ULVSHWWR DG x a 2 q FRQVLGHUDWR FRPH XQ SDUDPHWUR ILVVR RVVLD XQ QXPHUR

SUHGHWHUPLQDWR

•

a 2 x VH YLHQH FRQVLGHUDWR ULVSHWWR DG a bxy q OLQHDUH ULVSHWWR D x TXLQGL b H y VRQR FRQVLGHUDWL FRPH SDUDPHWUL q OLQHDUH ULVSHWWR D y TXLQGL a H x VRQR FRQVLGHUDWL FRPH SDUDPHWUL q OLQHDUH ULVSHWWR D b x TXLQGL x H y VRQR FRQVLGHUDWL FRPH SDUDPHWUL QRQ q OLQHDUH VH OR FRQVLGHUR ULVSHWWR DO SURGRWWR xy GHL GXH WHUPLQL YDULDELOL FRQVLGHUDQGR VRQR b FRPH SDUDPHWUR a cos( x) + b sin( x) QRQ q OLQHDUH ULVSHWWR DG x SRLFKp WDOH YDORUH q HODERUDWR FRQ RSHUD]LRQL

•

WULJRQRPHWULFKH FKH QRQ VRQR TXHOOH DOJHEULFKH HOHPHQWDUL GL VRPPD H SURGRWWR ax + by + cz q XQD HVSUHVVLRQH OLQHDUH ULVSHWWR D x y z

• •

x

1HO FDVR JHQHUDOH GL n YDULDELOL

( x1 , x 2 ,...., x n ) GHWWL (α1 , α 2 ,.....,α n ) L SDUDPHWUL XQD HTXD]LRQH

OLQHDUH DVVXPH OD IRUPD VHJXHQWH > @ z

n

= ¦αi xi = αi xi i =1

3HU WDOH HVSUHVVLRQH FKH YLHQH DQFKH GHWWD IRUPD OLQHDUH YDOJRQR OH VHJXHQWL RVVHUYD]LRQL 1

, x 2 ,...., x n ) SRVVRQR HVVHUH SHQVDWH FRPH FRRUGLQDWH GL SXQWR LQ XQR VSD]LR

•

OH n YDULDELOL ( x

•

R n DG n GLPHQVLRQL JOL n SDUDPHWUL (α 1 , α 2 ,....., α n ) VRQR GHWWL FRHIILFLHQWL GHOOD FRPELQD]LRQH OLQHDUH GL FXL DOOD > n

•

LO JUDILFR GL z

= ¦ α i x i = α i x i q XQ LSHUSLDQR i =1

&RQVLGHULDPR RUD LO WHUPLQH RWWHQXWR WUDPLWH LO SURGRWWR GL YDULDELOL axy • • •

bxz cyz

&LDVFXQR GL TXHVWL WHUPLQL SXz HVVHUH SHQVDWR FRPH OLQHDUH ULVSHWWR DO SULPD YDULDELOH DG HVHPSLR OD x QHO SULPR FDVR H OLQHDUH ULVSHWWR DOOD VHFRQGD OD y VHPSUH GHO SULPR HVHPSLR SHU WDOH PRWLYR WDOL HVSUHVVLRQL YHQJRQR GHWWH ELOLQHDUL RVVLD GXH YROWH OLQHDUH 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 2SHUDWRUL /LQHDUL 7UD OH HVSUHVVLRQL ELOLQHDUL GRYUHPR FRQVLGHUDUH DQFKH L FDVL LQ FXL OH GXH YDULDELOL VRQR XJXDOL • • •

ax 2 bz 2 cy 2

4XHVWL WHUPLQL YHQJRQR GHWWL TXDGUDWLFL (VHJXHQGRQH OD FRPELQD]LRQH OLQHDUH RVVLD OD VRPPD GHL GLYHUVL WHUPLQL HOHPHQWDUL VL RWWLHQH OD VHJXHQWH HVSUHVVLRQH ELOLQHDUH FKH QRUPDOPHQWH YLHQH GHWWD IRUPD TXDGUDWLFD UDUDPHQWH VL XWLOL]]D LO WHUPLQH ELOLQHDUH SHU O·HVSUHVVLRQH FRPSOHWD

dx 2 + fy 2 + gz 2 + axy + bxz + cyz 1HO FDVR JHQHUDOH GL n YDULDELOL

x i (i = 1..n) GHWWL aij L SDUDPHWUL OD IRUPD TXDGUDWLFD DVVXPH

O·HVSUHVVLRQH VHJXHQWH > @ z =

n

n

¦ ¦ aij x i i =1 j =1

j

j

= aij x i

&RQVLGHULDPR RUD OR VSD]LR OLQHDUH F GHOOH IXQ]LRQL VXO FDPSR R FRVu FRPH q VWDWR GHILQLWR QHO SDUDJUDIR SUHFHGHQWH 'D WDOL GHILQL]LRQL VHJXH FKH VRQR IDFLOPHQWH GHGXFLELOL HVSUHVVLRQL OLQHDUL ULVSHWWR DOOH RSHUD]LRQL (+) H

($) GHILQLWH LQIDWWL GHWWH f ∈ F g ∈ F H h ∈ F WUH JHQHULFKH IXQ]LRQL HG α , β , γ WUH JHQHULFL

HOHPHQWL GL R SRVVLDPR GHILQLUH • α $ f ( x), HVSUHVVLRQH OLQHDUH LQ •

f ( x)

α $ f ( x) + β $ g ( x) + γ $ h( x), HVSUHVVLRQH OLQHDUH ULVSHWWR D f ( x) g ( x) h( x)

6L RVVHUYL FKH QHOOD FRPELQD]LRQH OLQHDUH

α $ f ( x ) + β $ g ( x ) + γ $ h( x )

OH IXQ]LRQL

f , g , h VRQR HOHPHQWL YDULDELOL SHUWDQWR XQ SRVVLELOH ULVXOWDWR GL WDOH FRPELQD]LRQH SXz HVVHUH α cos( x) + β sin( x) + γ log( x) FKH ULVSHWWR DG x q XQD HVSUHVVLRQH QRQ OLQHDUH &Lz QRQ GHYH VWXSLUH VH VL SHQVD GL FRQIURQWDUH

α $ f ( x) + β $ g ( x) + γ $ h( x),

FRQ

ax + by + cz H VL YHGH FKH OH GXH HVSUHVVLRQL KDQQR OD VWUHVVD VWUXWWXUD DOJHEULFD LO UXROR JLRFDWR GD

f ( x ) g ( x)

h( x) QHOOD SULPD HVSUHVVLRQH q JLRFDWR GD x y z QHOOD VHFRQGD $OORUD JHQHUDOL]]DQGR GHWWR E XQR VSD]LR YHWWRULDOH VXO FDPSR K VLDQR

• •

V i ∈ E (i = 1..n) n HOHPHQWL GL E YHWWRUL α i ∈ K (i = 1..n) n HOHPHQWL GL K VFDODUL

$OORUD XQD FRPELQD]LRQH OLQHDUH q GDWD GD α1V + α 2V ..... + α nV FKH LQ IRUPD FRPSDWWD SXz 1

HVVHUH UDSSUHVHQWDWD FRPH 3DJ

2

n


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 2SHUDWRUL /LQHDUL

n

¦α V i

i

O·RSHUDWRUH GL VRPPDWRULD VL ULIHULVFH DOOD VRPPD GHILQLWD QHOOD VSD]LR OLQHDUH FKH

i =1

QRQ q O·XVXDOH VRPPD WUD QXPHUL •

α iV i (i = 1..n) VHFRQGR OD FRQYHQ]LRQH GL (LQVWHLQ

2SHUDWRUL

2SHUDWRUL OLQHDUL

E HG E ′ GXH VSD]L OLQHDUL VX FDPSR K H L : E → E ′ XQD DSSOLFD]LRQH WUD WDOL VSD]L L : E → E ′ q GHWWD 2SHUDWRUH /LQHDUH VH YDOH OD VHJXHQWH SURSULHWj FRQ α , β DSSDUWHQHQWL K H V ,U DSSDUWHQHQWL DG E

6LDQR

> @ L(αV

+ βU ) = αL(V ) + βL(U )

6L RVVHUYL FKH •

JOL HOHPHQWL L(V ) H L(U ) DSSDUWHQJRQR DG E ′ H VRQR L WUDVIRUPDWL GL V , U WUDPLWH L

O·RSHUDWRUH

L q GHWWR OLQHDUH SRLFKp O·HVSUHVVLRQH WUDVIRUPDWD αL(V ) + βL(U ) PDQWLHQH OD

VWHVVD VWUXWWXUD GL OLQHDULWj GHOOD HVSUHVVLRQH OLQHDUH GL SDUWHQ]D

αV + βU LQ FXL DJOL

HOHPHQWL V ,U VRQR VRVWLWXLWL GDL WUDVIRUPDWL L(V ) H L(U ) *HQHUDOL]]DQGR OD > SRVVLDPR VFULYHUH

§

> @ L¨¨

n

·

n

¹

i =1

¦α iV i ¸¸ = ¦α i L(V i )

© i =1

6H SRQLDPR L(V ) = U ∈ E ′ RVVLD LQGLFKLDPR FRQ O·HOHPHQWR WUDVIRUPDWR DWWUDYHUVR O·RSHUDWRUH OLQHDUH OD SUHFHGHQWH HTXD]LRQH DVVXPH OD IRUPD i

i

n § n i· i i ¨ ¸ > @ L¨ ¦ α iV ¸ = ¦ α iU =α iU © i =1 ¹ i =1

&RPH FDVR SDUWLFRODUH VL SXz DYHUH E ≡ E ′ GRYH L YHWWRUL WUDVIRUPDWL DSSDUWHQJRQR VHPSUH DOO·LQVLHPH GL SDUWHQ]D Ë FLz FKH DFFDGH QHL GXH HVHPSL VHJXHQWL LQ FXL VL FRQVLGHUD OR VSD]LR OLQHDUH F GHOOH IXQ]LRQL •

FRPH RSHUDWRUH L : F → F VL FRQVLGHUL O·RSHUDWRUH GL GHULYD]LRQH

d FKH DG RJQL HOHPHQWR dx

GL F RVVLD DG RJQL IXQ]LRQH DVVRFLD OD GHULYDWD 2UD O·RSHUDWRUH GL GHULYD]LRQH q XQ RSHUDWRUH OLQHDUH SRLFKp FRQIURQWDUH 3DUWH ,, ´3UHUHTXLVLWL PDWHPDWLFLµ

d [αf ( x) + βg ( x)] df ( x) df ( x) =α +β dx dx dx

FRPH RSHUDWRUH L : F → F VL FRQVLGHUL O·RSHUDWRUH GL LQWHJUD]LRQH

³

FKH DG RJQL HOHPHQWR

GL F RVVLD DG RJQL IXQ]LRQH DVVRFLD O·LQWHJUDOH LQGHILQLWR 2UD O·RSHUDWRUH GL LQWHJUD]LRQH q XQ RSHUDWRUH OLQHDUH SRLFKp FRQIURQWDUH 3DUWH ,, ´3UHUHTXLVLWL PDWHPDWLFLµ

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 2SHUDWRUL /LQHDUL

³ [αf ( x) + βg ( x)]dx = α ³ f ( x)dx + β ³ g ( x)dx

8Q LVRPRUILVPR WUD 6SD]L /LQHDUL q UDSSUHVHQWDWR GD XQ 2SHUDWRUH /LQHDUH ELHLWWLYR

2SHUDWRUL ELOLQHDUL

E ′ GXH VSD]L OLQHDUL VX FDPSR K H L : E × E → E ′ XQD DSSOLFD]LRQH WUD WDOL VSD]L L : E × E → E ′ q GHWWD 2SHUDWRUH %LOLQHDUH VH YDOJRQR OH VHJXHQWL SURSULHWj FRQ α , β DSSDUWHQHQWL K H V ,U DSSDUWHQHQWL DG E

6LDQR E HG

•

L(αV + βU ;W ) = αL(V ;W ) + βL(U ;W ) OLQHDULWj ULVSHWWR OD SULPR DUJRPHQWR L(W ;αV + βU ) = αL(W ;V ) + βL(W ;U ) OLQHDULWj ULVSHWWR VHFRQGR DUJRPHQWR

• 1HO FDVR JHQHUDOH VL SXz SRUUH LQGLFDQGR FRQ OH OHWWHUH JUHFKH JOL HOHPHQWL VFDODUL H FRQ OH OHWWHUH ODWLQH PDLXVFROH JOL HOHPHQWL YHWWRULDOL n § n i α V ; ¦ β jU i ¨¦ i j =1 = 1 ©

> @ L¨

j

· n n ¸ = ¦¦ α i β j L(V i ; U j ) ¸ i =1 j =1 ¹

6H LQGLFKLDPR IRUPD

L LQ QRWD]LRQH ELQDULD L(V i ; U i ) = V i $ U i OD SUHFHGHQWH HVSUHVVLRQH DVVXPH OD

§ n ¨ i =1 ©

· ¸ ¹

n

n

n

n

n

> @ L¨ ¦ α iV i ;¦ β jU j ¸ = ¦¦ α i β i L(V i ;U j ) = ¦¦ α i β i V i $ U j j =1

i =1 j =1

i =1 j =1

,Q TXHVWR PRGR LQ QRWD]LRQH ELQDULD LQ XQ RSHUDWRUH ELOLQHDUH DSSDLRQR WXWWL L WHUPLQL WLSR SURGRWWR

V i $ U j ,QROWUH VL RVVHUYL FKH OD > LQ QRWD]LRQH SURGRWWR XOWLPR PHPEUR GHOO·HTXD]LRQH ULVXOWD i j OLQHDUH VLD ULVSHWWR D V VLD ULVSHWWR D U VL ULFRUGD FKH O·DSLFH i QRQ LQGLFD XQ HVSRQHQWH

2SHUDWRUL PXOWLOLQHDUL

*HQHUDOL]]DQGR LO FDVR ELOLQHDUH RWWHQLDPR JOL RSHUDWRUL PXOWLOLQHDUL 'HWWL DOORUD Ei (i = 1..n) H

E′

n + 1 VSD]L OLQHDUL VX XQ FDPSR K XQD DSSOLFD]LRQH L : E1 × E2 × ... × En → E ′ q GHWWD

2SHUDWRUH 0XOWLOLQHDUH VH LQGLFDQGR FRQ OH OHWWHUH JUHFKH JOL VFDODUL H FRQ OH OH PDLXVFROH ODWLQH L YHWWRUL YDOH XWLOL]]DQGR OD FRQYHQ]LRQH GL (LQVWHLQ

(

> @ L α i1V11 ;α i2V22 ;.......;α inVnn ,Q QRWD]LRQH ELQDULD

1

i

2

i

(

n

i

) =α

(

i1 i2 1 2 n Vnin i1α i2 ...α in L i V1 ;V2 ;.......; 1

)

(

) )

> @ L α1i1V1i1 ;α 2i2V2i2 ;.......;α ninVnin = α1i1α 2i2 ...α nin i1V1i1 ;$V2i2 $ .......$Vnin

)RUPH )RUPH OLQHDUL

K H VLD Fl : E → K XQD DSSOLFD]LRQH FKH DG RJQL HOHPHQWR YHWWRUH GL E DVVRFL XQ HOHPHQWR VFDODUH GL K F : E → K q GHWWD )RUPD /LQHDUH VH

6LD E XQR VSD]LR YHWWRULDOH VX XQ FDPSR

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 2SHUDWRUL /LQHDUL > @ Fl (αV + β U ) = αFl (V ) + β Fl (U ) FRQ OD FRQYHQ]LRQH VXL VLPEROL DSSOLFDWD QHL SDUDIL SUHFHGHQWL /D GLIIHUHQ]D WUD RSHUDWRUH OLQHDUH H IRUPD OLQHDUH FRQVLVWH QHO IDWWR FKH LO ULVXOWDWR GHO SULPR q XQ HOHPHQWR GHOOR VSD]LR OLQHDUH E PHQWUH LO ULVXOWDWR GHO VHFRQGR q XQ HOHPHQWR GL K VFDODUH PHQWUH HQWUDPEH KDQQR DO VWUXWWXUD OLQHDUH 1HO FDVR JHQHUDOH SRVVLDPR VFULYHUH n § n i i· ¸ α V = ¨ ¦ i ¸ ¦ α i Fl (V ) © i =1 ¹ i =1

> @ Fl ¨

3HU HYLGHQ]LDUH EHQH OD GLIIHUHQ]D WUD RSHUDWRUL H IRUPH OLQHDUL FRQVLGHULDPR L VHJXHQWL HVHPSL •

d LQ XQ SXQWR ILVVDWR x = x0 ´ FKH DG RJQL HOHPHQWR dx GL F RVVLD DG RJQL IXQ]LRQH DVVRFLD OD VXD GHULYDWD FDOFRODWD QHO SXQWR x = x0 RUD VL WUDWWD

6LD Fl : F → R OD IRUPD ´GHULYD]LRQH

GL XQD IRUPD OLQHDUH SRLFKp

d [αf ( x) + βg ( x)] df ( x) df ( x) =α +β dx dx x = x0 dx x = x0 x = x0

RWWHQHQGR XQ QXPHUR RVVLD XQ YDORUH GHO FDPSR R

3HU HVVHUH DQFRUD SL HVSOLFLWL VH IRVVH f ( x ) = ( x ) x = 1 H α 2

d (x ) dx

= β = 1 VL DYUHEEH

2

= 2 x x =1 = 2 x =1

d ( x )2 = 2 x QHO FDVR GHOOD IRUPD 5LFRUGDQGR LQYHFH O·RSHUDWRUH GHULYD]LRQH DYUHPPR DYXWR dx

VL RWWLHQH XQ QXPHUR QHO FDVR GHOO·RSHUDWRUH VL RWWLHQH XQD IXQ]LRQH FRPH DOWUR HVHPSLR GL IRUPD OLQHDUH SRVVLDPR FRQVLGHUDUH Fl : F → R ´LQWHJUDOH GHILQLWR b

³a

QHOO·LQWHUYDOOR

(a, b) µ FKH DG RJQL HOHPHQWR GL F RVVLD DG RJQL IXQ]LRQH DVVRFLD

O·LQWHJUDOH GHILQLWR RVVLD O·DUHD VRWWHVD DOO·LQWHUYDOOR (a, b) RUD VL WUDWWD GL XQD IRUPD OLQHDUH SRLFKp

³a [αf ( x) + βg ( x)]dx = α ³a f ( x)dx + β ³a f ( x)dx b

i

b

b

i

6H LQGLFKLDPR Fl (V ) = x JOL HOHPHQWL GHO FDPSR K RWWHQXWL WUDPL OD IRUPD OLQHDUH OD> DVVXPH OD VHJXHQWH VWUXWWXUD n n § n i· i ¸ α V = α F ( V ) = ¦α i x i = α i x i ¨¦ i ¸ ¦ i l i =1 © i =1 ¹ i =1

> @ Fl ¨

6L RVVHUYL QHOOD SUHFHGHQWH HTXD]LRQH OD VWUXWWXUD OLQHDUH XJXDOH D TXHOOD GHOOD > SHU WDOH PRWLYR OH HTXD]LRQL OLQHDUL QHO FDPSR R GHL QXPHUL UHDOL VRQR DQFKH FKLDPDWH IRUPH OLQHDUL 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 2SHUDWRUL /LQHDUL

)RUPH ELOLQHDUL H PXOWLOLQHDUL

6HJXHQGR OD VWHVVD OLQHD GL UDJLRQDPHQWR GHO FDVR GHJOL RSHUDWRUL SRVVLDPR GHILQLUH OH IRUPH ELOLQHDUL H PXOWLOLQHUL 6LDQR DOORUD E HG E ′ GXH VSD]L OLQHDUL VX FDPSR K H Fbl : E × E → K XQD DSSOLFD]LRQH WUD WDOL VSD]L Fbl : E × E → K q GHWWD )RUPD %LOLQHDUH VH YDOJRQR OH VHJXHQWL SURSULHWj FRQ

α,β

DSSDUWHQHQWL K H V ,U DSSDUWHQHQWL DG E Fbl (αV + β U ; W ) = αFbl (V ; W ) + βFbl (U ; W ) OLQHDULWj ULVSHWWR OD SULPR DUJRPHQWR • •

Fbl (W ; αV + β U ) = αFbl (W ; V ) + βFbl (W ; U ) OLQHDULWj ULVSHWWR VHFRQGR DUJRPHQWR

1HO FDVR JHQHUDOH VL SXz SRUUH LQGLFDQGR FRQ OH OHWWHUH JUHFKH JOL HOHPHQWL VFDODUL H FRQ OH OHWWHUH ODWLQH PDLXVFROH JOL HOHPHQWL YHWWRULDOL n § n i α V ; ¦ β jU i ¨¦ i j =1 = 1 ©

> @ Fbl ¨

i

j

· n n ¸ = ¦¦ α i β j Fbl (V i ;U j ) ¸ i =1 j =1 ¹

i

i

i

6H LQGLFKLDPR Fbl LQ QRWD]LRQH ELQDULD Fbl (V ; U ) = V $ U OD SUHFHGHQWH HVSUHVVLRQH DVVXPH OD IRUPD n n n § n · n n α iV i ;¦ β jU j ¸ = ¦¦α i βi Fbl (V i ;U j ) = ¦¦α i βi V i $ U j ¦ ¨ i=1 ¸ i =1 j =1 j =1 i =1 j =1 © ¹

> @ Fbl ¨

6L HYLGHQ]LD FKH OD GLIIHUHQ]D VRVWDQ]LDOH WUD RSHUDWRUH ELOLQHUH H IRUPD ELOLQHDUH q FKH

L(V i ; U i ) = V i $ U i DSSDUWLHQH DOOR VSD]LR YHWWRULDOH E ′ PHQWUH Fbl (V i ; U i ) = V i $ U i DSSDUWLHQH DO FDPSR K 8QD IRUPD ELOLQHDUH q DQFKH GHWWD SL IUHTXHQWHPHQWH IRUPD TXDGUDWLFD H FRQIURQWDQGR OD SUHFHGHQWH HTXD]LRQH FRQ OD > VL YHGH FKH OH GXH HVSUHVVLRQL KDQQR OD VWHVVD VWUXWWXUD IRUPDOH i

j

RVVLD VLQWDWWLFD H FLz JLXVWLILFD O·LPSLHJR GHOOR VWHVVR QRPH SHU LQFLVR VL RVVHUYL FKH V $ U q XQD i

j

RSHUD]LRQH HVWHUQD WUD GXH YHWWRUL DSSDUWHQHQWL DG XQR VSD]LR OLQHDUH PHQWUH x x q XQD RSHUD]LRQH LQWHUQD WUD GXH VFDODUL DSSDUWHQHQWL DO FDPSR GHL QXPHUL UHDOL 3HU LO FDVR PXOWLOLQHDUH GHWWL DOORUD Ei (i = 1..n) H n VSD]L OLQHDUL VX XQ FDPSR K XQD DSSOLFD]LRQH

Fml : E1 × E 2 × ... × En → K q GHWWD )RUPD 0XOWLOLQHDUH VH LQGLFDQGR FRQ OH OHWWHUH JUHFKH JOL VFDODUL H FRQ OH PDLXVFROH ODWLQH L YHWWRUL YDOH XWLOL]]DQGR OD FRQYHQ]LRQH GL (LQVWHLQ

(

)

(

> @ Fml α i1V11 ;α i2V22 ;.......;α inVnn = α i

1

,Q QRWD]LRQH ELQDULD SRQHQGR

(

2

i

n

i

i1 i2 n 1 2 Vnin i1α i2 ...α in Fml V1 ;V2 ;.......;

) (

)

)

Fml V1i1 ;V2i2 ;.......; Vnin = V1i1 $ V2i2 $ ....... $ Vnin VL KD

(

)

(

)

> @ Fml α1i1V1i1 ;α 2i2V2i2 ;.......;α ninVnin = α1i1α 2i2 ...α nin i1V1i1 $V2i2 $ .......$Vnin 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 2SHUDWRUL /LQHDUL

2SHUDWRUL OLQHDUL VX VSD]L YHWWRULDOL

6LDQR GDWL GXH VSD]L YHWWRULDOL • E n GL GLPHQVLRQH n H EDVL (e1 , e2 ,..., en ) •

Ξ m GL GLPHQVLRQH m H EDVL (ε 1 , ε 2 ,..., ε m )

6LD LQROWUH L : E n → Ξ m XQ RSHUDWRUH OLQHDUH WUD L GXH VSD]L YHWWRULDOH FKH WUDVIRUPD YHWWRUL GL E n LQ YHWWRUL GL Ξ m GLPRVWUHUHPR FKH O·RSHUDWRUH L VL SXz HVSULPHUH DWWUDYHUVR XQD PDWULFH UHWWDQJRODUH

(m × n) L FXL HOHPHQWL VRQR GLSHQGHQWH GDOOD VFHOWD GHL YHWWRUL GL EDVH GHL GXH VSD]L $ WDOH VFRSR VLD X = x ei (i = 1..n) XQ JHQHULFR YHWWRUH GL E n LO WUDVIRUPDWR GL X VHFRQGR L q GDWR i

GD i

i

> @ Y = L( X ) = L( x ei ) = x L (ei ) ∈ Ξ m

GRYH

Y = y j ε j ( j = 1..m) PHQWUH > @ f i

= L(ei ) ∈ Ξ m

L GHO YHWWRUH GL EDVH i _ esimo ei (VVHQGR f i = L(ei ) XQ YHWWRUH DSSDUWHQHQWH DOOR VSD]LR Ξ m HVVR SXz HVVHUH HVSUHVVR VHFRQGR OD EDVH (ε 1 , ε 2 ,..., ε m ) H SHUWDQWR VL KD

UDSSUHVHQWD LO WUDVIRUPDWR VHFRQGR O·RSHUDWRUH

> @ f i

= L(ei ) = li j ε j (i = 1..n, j = 1..m)

H VRVWLWXQGR QHOOD > VL RWWLHQH > @ Y

= y j ε j = L( X ) = L( x i ei ) = x i L(ei ) = x i li j ε j

RSSXUH HVSOLFLWDQGR OH VROH FRPSRQHQWL VL SXz SRUUH y

j

= x i li j (i = 1..n, j = 1..m) FKH L WHUPLQL

PDWULFLDOL DVVXPH OD VHJXHQWH IRUPD

3RQHQGR

1 § y1 · §¨ l1 ¨ ¸ 2 ¨ y 2 ¸ ¨ l1 ¨ > @ ¨ y 3 ¸ = l13 ¨ ¸ ¨ ¨ .. ¸ ¨ .. ¨ y m ¸ ¨¨ m © ¹ © l1

l21

l31

l2 2 l2 3 ..

l3 2 l3 3 ..

l2 m

l3 m

3DJ

.. ln1 ·¸§ x1 · ¨ 2¸ .. ln 2 ¸¨ x ¸ ¸ .. ln 3 ¸¨ x 3 ¸ ¨ ¸ .. .. ¸¨ .. ¸ ¸¨ n ¸ .. ln m ¸¹© x ¹


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 2SHUDWRUL /LQHDUL

§ l11 § y1 · § x1 · ¨ ¨ ¸ ¸ ¨ 2 ¨ l12 ¨ y2 ¸ ¨x ¸ Y = ¨ y 3 ¸ X = ¨ x 3 ¸ LM = ¨¨ l13 ¨ ¸ ¨ ¸ ¨ .. ¨ .. ¸ ¨ .. ¸ ¨¨ m ¨ xn ¸ ¨ ym ¸ © ¹ © ¹ © l1

l21

l31

l2 2 l2 3 ..

l3 2 l3 3 ..

l2 m

l3 m

OD UHOD]LRQH > DVVXPH OD IRUPD SL FRPSDWWD VHJXHQWH > @ Y = LM X

.. ln1 ·¸ .. ln 2 ¸ ¸ .. ln 3 ¸ .. .. ¸ ¸ .. ln m ¸¹

2VVHUYD]LRQL

/D UHOD]LRQH SUHFHGHQWH > HYLGHQ]D FKH OH FRPSRQHQWL GHO YHWWRUH Y WUDVIRUPDWR GHO YHWWRUH X VHFRQGR O·RSHUDWRUH L SRVVRQR HVVHUH HVSUHVVL DWWUDYHUVR XQ UHOD]LRQH PDWULFLDOH LQ VRVWDQ]D SRVVLDPR TXLQGL GLUH FKH O·RSHUDWRUH L DPPHWWH XQD UDSSUHVHQWD]LRQH PDWULFLDOH LM

/D UHOD]LRQH > HYLGHQ]LD FKH OD i _ esima FRORQQD GHOOD PDWULFH LM UDSSUHVHQWD LO YHWWRUH f i

= L(ei ) = li j ε j RVVLD LO WUDVIRUPDWR VHFRQGR L GHOO· i _ esimo YHWWRUH GL EDVH ei

GHOOR VSD]LR E n •

/D PDWULFH LM q XQD PDWULFH UHWWDQJRODUH GL GLPHQVLRQL (m × n) LO QXPHUR GL ULJKH q SDUL DOOD GLPHQVLRQH GHOOR VSD]LR Ξ m HG LO QXPHUR GL FRORQQH q SDUL DOOD GLPHQVLRQH GHOOR VSD]LR

E n •

,O FDVR SDUWLFRODUH L : E n → E n GHWWR HQGRPRUILVPR RVVLD GL XQ RSHUDWRUH FKH WUDVIRUPD YHWWRUL GL E n LQ YHWWRUL GL E n q UDSSUHVHQWDWR GD XQD PDWULFH LM TXDGUDWD GL GLPHQVLRQL

(n × n) $G HVHPSLR OD PDWULFH GL URWD]LRQH Rθ YLVWD QHO FDSLWROR SXz HVVHUH SHQVDWD FRPH XQ HQGRPRUILVPR &RQVLGHULDPR LQIDWWL T = { 0, e1 , e2 } XQ ULIHULPHQWR FDUWHVLDQR RUWRJRQDOH §1· HG DSSOLFKLDPR Rθ DG HVHPSLR DO YHWWRUH GL EDVH e1 = ¨¨ ¸¸ H YHGLDPR FRPH YLHQH ©0¹

WUDVIRUPDWR

§ cos(θ ) sin(θ ) ·§ 1 · § cos(θ ) · ¸¸¨¨ ¸¸ = ¨¨ ¸¸ Rθ e1 = ¨¨ © − sin(θ ) cos(θ ) ¹© 0 ¹ © − sin(θ ) ¹

§1· § cos(θ ) · ¸¸ e1 = ¨¨ ¸¸ VXELVFH TXLQGL XQD URWD]LRQH RUDULD SDUL D θ HVVHQGR WUDVIRUPDWR LQ ¨¨ ©0¹ © − sin(θ ) ¹

π · § ¨ cos( ) ¸ § 0 · §1· 2 ¸ = ¨ ¸ 1HO FDVR SDUWLFRODUH GL θ = e1 = ¨¨ ¸¸ → ¨ ¨ ¸ 0 2 ¨¨ − sin( π ) ¸¸ © − 1¹ © ¹ © 2 ¹

π

3DJ


)RQGDPHQWL GL $OJHEUD &DSLLWROR ² 2SHUDWRUL /LQHDUL

)LJXUD (VHPSLR GL HQGRPRUILVPR

YD]LRQH GHO VHFRQGR SXQWR ULVXOWD FKLDUR FKH VH VL HVHJXH XQ FDPELDPHQWR 5LSUHQGHQGR O·RVVHUY GL EDVH OH FRPSRQHQWWL GL LM VXELVFRQR XQD YDULD]LRQH &Lz LQGLFD FFKH XQ RSHUDWRUH OLQHDUH

L QHO FDVR GL XQ HQGRPRUILVPR H DPPHWWH LQILQLWH UDSSUHVHQWD]LR RQL PDWULFLDOL H VRUJH LO SUREOHPD GL LGHQWLILFDDUOH VWDELOHQGRQH OH UHOD]LRQL HVLVWHQWL H ULFHUFDQG GR OH IRUPH SL VHPSOLFL GL UDSSUHVHQWD]LRQH OH FRVLGGHWWH UDSSUHVHQWD]LRQL FDQRQLFKH

5DSSUHVHQWD]LRQH G GL XQ RSHUDWRUH LQ EDVL GLYHUVH

6LD •

L : E n → E n XQ HQGRRPRUILVPR

E T = (e1 , e2 ,....e3 ) H ΞT = (ε 1 , ε 2 ,....ε n ) GXH EDVL GL En

T T QJRODUH GHO FDPELDPHQWR WUD XQD EDVH H O·DOWUD GD FXL Ξ = Ε Ν Ν OD PDWULFH QRQ VLQ & & & X ∈ En XQ JHQHULFR YHWWRUH H Y = L( X ) ∈ E n LO YHWWRUH WUDVIRUPDWR VHFRQGR O·RSHUDWRUH L

§ x1 · § x′1 · ¨ 2¸ ¨ 2¸ ¨x ¸ ¨ x′ ¸ & X = ¨ x 3 ¸ H X ′ = ¨ x′3 ¸ OD UDSSUHVHQWD]LRQH GL X ∈ En ULVSSHWWLYDPHQWH QHOOD EDVH ¨ ¸ ¨ ¸ ¨ .. ¸ ¨ .. ¸ ¨ xn ¸ ¨ x′ n ¸ © ¹ © ¹ E T = (e1 , e2 ,....e3 ) H QHOOD EDVH ΞT = (ε 1 , ε 2 ,....ε n ) VL SXz TXLQG GL SRUUH X ′ = Ν RSSXUH X = ΝX ′

−1

X

§ y1 · § y ′1 · ¨ ¸ ¨ ¸ ¨ y2 ¸ ¨ y′2 ¸ & & Y = ¨ y 3 ¸ Y ′ = ¨ y ′3 ¸ OD UDSSUHVHQWD]LRQH GL Y = L( X ) ∈ E n ULVSHWWLYDPHQWH QHOOD EDVH ¨ ¸ ¨ ¸ ¨ .. ¸ ¨ .. ¸ ¨ ym ¸ ¨ y′m ¸ © ¹ © ¹

E T = (e1 , e2 ,....e3 ) H QHOOD EDVH ΞT = (ε 1 , ε 2 ,....ε n ) VL SXz TXLQGL SRRUUH Y ′ = Ν −1Y RSSXUH Y = ΝY ′ 6XSSRQLDPR FKH LM VLD OD UDSSUHVHQWD]LRQH PDWULFLDOH GHOO·HQGRPR RUILVPR L QHOOD EDVH ~ E T = (e1 , e2 ,....e3 ) VL YXROOH GHWHUPLQDUH OD UDSSUHVHQWD]LRQH PDWULFLDOHH LM GL L QHOOD EDVH ΞT = (ε 1 , ε 2 ,....ε n ) 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 2SHUDWRUL /LQHDUL $ WDOH VFRSR VL RVVHUYL FKH GDOOD > YDOH

~ Y = LM X Y ′ = LM X ′

DSSOLFDQGR OH UHJROH GL WUDVIRUPD]LRQH VHJXH

~ Y = LM X ΝY ′ = LM ΝX ′ Y ′ = Ν −1 LM ΝX ′ = LM X ′

6L SXz TXLQGL FRQFOXGHUH FKH

~

> @ LM

= Ν −1 LM Ν

2VVHUYD]LRQL • /H PDWULFL FKH YHULILFDQR OD > VRQR GHWWH VLPLOL OD UHOD]LRQH GL VLPLOLWXGLQH q XQD UHOD]LRQH GL HTXLYDOHQ]D SHUWDQWR XQ HQGRPRUILVPR q LQGLYLGXDWR GD XQD FODVVH GL HTXLYDOHQ]D GL PDWULFL VLPLOL • /H PDWULFL VLPLOL KDQQR OR VWHVVR GHWHUPLQDQWH LQIDWWL

1 ~ LM = Ν −1 LM Ν = Ν −1 ⋅ LM ⋅ Ν = ⋅ LM ⋅ Ν = LM Ν

$XWRYDORUL HG $XWRYHWWRUL GL XQ HQGRPRUILVPR

, FRQFHWWL GL DXWRYHWWRUL HG DXWRYDORUL VRQR PROWR LPSRUWDQWL SHU OD GHWHUPLQD]LRQH GL UDSSUHVHQWD]LRQL PDWULFLDOL SDUWLFRODUL GHWWH UDSSUHVHQWD]LRQL FDQRQLFKH

&

&

&

,QGLFKLDPR FRQ L : En → En XQ HQGRPRUILVPR LO YHWWRUH Y = L ( X ) ∈ E n WUDVIRUPDWR GL X ∈ En q GHWWR DXWRYHWWRUH VH YDOH OD VHJXHQWH UHOD]LRQH

&

> @ Y

& & = L( X ) = λX

&

GRYH λ ∈ K q XQR VFDODUH GHWWR DXWRYDORUH DVVRFLDWR DOO·DXWRYHWWRUH X ,Q JHQHUDOH DG RJQL DXWRYDORUH SXz FRUULVSRQGHUH SL GL XQ DXWRYHWWRUH RVVLD DG HVHPSLR SXz DFFDGHUH FKH

& & & & & L( X 1 ) = λX 1 H L( X 2 ) = λX 2 FRQ X 1 ≠ X 2

'HWWR Eλ O·LQVLHPH GL WXWWL JOL DXWRYHWWRUL DVVRFLDWL DOOR VWHVVR DXWRYDORUH λ q SRVVLELOH GLPRVWUDUH FKH

Eλ GHQRPLQDWR DXWRVSD]LR q XQ VRWWRVSD]LR YHWWRULDOH GL E n ,QIDWWL & & & • YDOH OD SURSULHWj GL FKLXVXUD VH (V1 , V2 ,..., Vh ) FRQ h ≤ n VRQR JOL DXWRYHWWRUL GL Eλ VHJXH & & & & L(α iVi ) = α i L(Vi ) = α i λVi = λ (α iVi ) •

& & & 0 DSSDUWLHQH D Eλ L(0) = λ 0 'HWHUPLQD]LRQH GHJOL DXWRYDORUL

6L YRJOLRQR GHWHUPLQDUH WXWWL L SRVVLELOL DXWRYDORUL L : E n → E n $ WDOH VFRSR IDFFLDPR ULIHULPHQWR DG XQD TXDOVLDVL UDSSUHVHQWD]LRQH PDWULFLDOH LM GL L DSSOLFDQGR

&

OD > OD L( X )

& = λX DVVXPH OD IRUPD GL XQ VLVWHPD GL HTXD]LRQL OLQHDUL

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 2SHUDWRUL /LQHDUL

LM X = λX 'D FLz VHJXH

LM X = λX LM X − λX = 0 ( LM − λI ) X = 0

$OORUD OD ULFHUFD GHJOL DXWRYDORUL VL ULFRQGXFH DOOR VWXGLR GHO VHJXHQWH VLVWHPD OLQHDUH RPRJHQHR GL n HTXD]LRQL LQ n LQFRJQLWH > @ ( LM − λ I ) X = 0 6H LO GHWHUPLQDQWH GHOOD ( LM − λ I ) q GLYHUVR GD ]HUR OD > QRQ DPPHWWH DXWRVROX]LRQL HG HVLVWH TXLQGL VROR OD VROX]LRQH QXOOD X = 0 DOORUD O·HVLVWHQ]D GL DXWRYHWWRUL VL KD VH H VROR VH

LM − λI = 0 /R VYLOXSSR GL LM − λI SURGXFH XQ SROLQRPLR LQ

λ PLM (λ ) GL JUDGR n GHWWR SROLQRPLR

FDUDWWHULVWLFR SHUWDQWR JOL DXWRYDORUL VRQR OH UDGLFL GHO SROLQRPLR FDUDWWHULVWLFR RVVLD OH VROX]LRQL GHOO·HTXD]LRQH DOJHEULFD VHJXHQWH > @ PLM (λ ) = LM − λI = 0 2UD VLFFRPH XQ·HTXD]LRQH GL JUDGR n DPPHWWH VHPSUH n VROX]LRQL LQ XQ FDPSR K DOJHEULFDPHQWH FKLXVR HVLVWRQR n FKH SRVVRQR HVVHUH • WXWWH GLVWLQWH UDGLFL VHPSOLFL LQ TXHVWR FDVR LO QXPHUR GL DXWRYDROUL GLVWLQWL q DSUL DG n GLPHQVLRQH GL E n •

RSSXUH TXDOFXQD FRLQFLGHQWH DG HVHPSLR UDGLFL GRSSLH WULSOH HFF LQ TXHVWR FDVR LO QXHUR GL DXWRYDORUL q PLQRUH GL n 2VVHUYD]LRQL

/H UHOD]LRQL GL FXL DOOD > H DOOD> SRVVRQR HVVHUH GHILQLWH SHU RJQL PDWULFH TXDGUDWD SHUWDQWR LO FRQFHWWR GL DXWRYDORUH VL DSSOLFD DQFKH GLUHWWDPHQWH DOOD PDWULFL VHQ]D IDUH ULIHULPHQWR DG HQGRPRUILVPL

0DWULFL VLPLOL KDQQR JOL VWHVVL DXWRYDORUL ,QIDWWL GHWWH LM H DSSOLFDQGR OH SURSULHWj GLVWULEXWLYD HG DVVRFLDWLYD VL KD

~ LM GXH PDWULFL VLPLOL

~ LM − λI = Ν −1 LM Ν − λΝ −1 IΝ = Ν −1 ( LM − λI ) Ν ~ PL~ (λ ) = LM − λI = Ν −1 ( LM − λI ) Ν = ( LM − λI ) = PLM (λ ) M

4XDQWR HYLGHQ]LDWR QHO SXQWR SUHFHGHQWH q FRHUHQWH FRQ LO IDWWR FKH XQ HQGRPRUILVPR SXz HVVHUH UDSSUHVHQWDWD GD RJQL DPDWULFH DSSDUWHQHQWH DG XQD FODVVH GL HTXLYDOHQ]D GL DPWULFL VLPLOL (VHPSLR

&RPH HVHPSLR GL GHWHUPLQD]LRQH GL XQ SROLQRPLR FDUDWWHULVWLFR SUHQGLDPR LO FDVR GL XQD PDWULFH (2 × 2)

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 2SHUDWRUL /LQHDUL

LM =

l11

l 21

l12

l2 2

PLM (λ ) =

PLM (λ ) = l11 − λ l1

2

l11

l21

l12

l2 2

l21 2

l2 − λ

λ 0 l11 − λ l21 = 0 λ l12 l2 2 − λ

1

2

1 2

= (l1 − λ )(l 2 − λ ) − l2 l1

6L YHGH TXLQGL FKH LO SROLQRPLR FDUDWWHULVWLFR q GL VHFRQGR JUDGR

%DVL GL DXWRYHWWRUL

$EELDPR GXQTXH YLVWR FKH LO QXPHUR s GL DXWRYDORUL GLVWLQWL q PLQRUH RG XJXDOH DG n s ≤ n

& &

&

SHUWDQWR HVLVWRQR s GLVWLQWL DXWRVSD]L Eλ i (i = 1.. s ) &RQVLGHULDPR RUD s DXWRYHWWRUL (V1 , V2 ,..., Vs ) RJQXQR DSSDUWHQHWH DG XQ GLYHUVR DXWRVSD]LR H TXLQGL UHODWLYL DG DXWRYDORUL GLVWLQWL Ë SRVVLELOH

& &

&

GLPRVWUDUH FKH JOL s DXWRYHWWRUL (V1 , V2 ,..., Vs ) VRQR OLQHDUPHQWH LQGLSHQGHQWL RVVLD DXWRYHWWRUL FKH IDQQR ULIHULPHQWR DG DXWRYDORUL GLVWLQWL VRQR LQGLSHQGHQWL 'LPRVWUDLPR TXHVWD SURSULHWj SHU LQGX]LRQH • • •

& r = 1 V1 q VLFXUDPHQWH OLQHDUPHQWH LQGLSHQGHQWH SHU LSRWHVL LQGXWWLYD VXSSRQLDPR FKH SHU r = s − 1 L JOL DXWRYHWWRUL VLDQR OLQHDUPHQWH & & & LQGLSHQGHQWL RVVLD FKH (V1 , V2 ,..., Vs −1 ) VLDQR OLQHDUPHQWH LQGLSHQGHQWL & & & YHGLDPR LO FDVR r = s VXSSRQLDPR SHU DVVXUGR FKH (V1 , V2 ,..., Vs ) VLDQR GLSHQGHQWL GD FXL VHJXH FRQ TXDOFKH FRHIILFLHQWH α ≠ 0 H VXSSRQLDPR VHQ]D SHUGLWD GL JHQHUDOLWj FKH VLD α 1 ≠ 0 &

&

&

&

α 1V1 + α 2V2 + ... + α sVs = 0

& & & & & & & L(α 1V1 ) + L(α 2V2 ) + ... + L(α sVs ) = α 1λ1V1 + α 2λ2V2 + ... + α s λsVs = 0 0ROWLSOLFDQGR DO SULPD UHOD]LRQH SHU λs H VRWWUDHQGROD GDOOD VHFRQGD VL RWWLHQH

&

&

&

&

α 1 (λ1 − λs )V1 + α 2 (λ2 − λs )V2 + ... + α s (λs−1 − λs )Vs−1 = 0 2UD SHU O·LSRWHVL LQGXWWLYD WXWWL L FRHIILFLHQWL GHYRQR HVVHUH QXOOL H TXLQGL GHYH YDOHUH

α 1 (λ1 − λs ) = 0 α 1 = 0 HVVHQGR λ1 ≠ λs 7DOH FRQFOXVLRQH q DVVXUGD LQ TXDQWR SHU LSRWHVL & &

&

α 1 ≠ 0 H TXLQGL QHFHVVDULDPHQWH JOL DXWRYHWWRUL (V1 , V2 ,..., Vs ) ULVXOWDQR OLQHDUPHQWH

LQGLSHQGHQWL

& &

&

1HO FDVR LQ FXL WXWWL JOL DXWRYDORUL VLDQR GLVWLQWL s = n HG DYUHPR n DXWRYHWWRUL (V1 , V2 ,..., Vn ) LQGLSHQGHQWL FKH TXLQGL FRVWLWXLVFRQR XQD EDVH GL E n 7UDPLWH WDOH EDVH SRVVLDPR HVSULPHUH O·HQGRPRUILVPR L 5LFRUGDQGR LO VLJQLILFDWR GHOOD > VL KD

& & L(Vi ) = λiVi

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 2SHUDWRUL /LQHDUL

&

(VVHQGR Vi O· i _ esimo YHWWRUH GL EDVH OH VXH FRPSRQHWL VRQR WXWWH QXOOH DG HVFOXVLRQH GHOOD

i _ esima FKH q SDUL GD 1 SHUWDQWR LQ WHUPLQL PDWULFLDOL DYUHPR

§ λ1 · §0· ¨ ¸ ¨ ¸ & & & & & & ¨0¸ ¨λ ¸ L(V1 ) = λ1V1 L(V1 ) = ¨ ¸ L(V2 ) = λ2V2 L(V2 ) = ¨ 2 ¸ «« .. .. ¨ ¸ ¨ ¸ ¨0¸ ¨0¸ © ¹ © ¹

§0· ¨ ¸ & & & ¨0¸ L(Vn ) = λnVn L(V2 ) = ¨ ¸ .. ¨ ¸ ¨λ ¸ © n¹

$OORUD DYUHPR OD VHJXHQWH UDSSUHVHQWD]LRQH LQ PDWULFH GLDJRQDOH

> @ LM

• •

§ λ1 0 ¨ ¨ 0 λ2 =¨ 0 0 ¨ ¨ .. .. ¨0 0 ©

0

..

0

..

λ3 .. ..

..

0

..

0· ¸ 0¸ 0 ¸ ¸ .. ¸ λn ¸¹

2VVHUYD]LRQL *OL HQGRPRUILVPL FKH DPPHWWR XQD UDSSUHVHQWD]LRQH D PDWULFH GLDJRQDOH VRQR GHWWL GLDJRQDOL]]DELOL 1HOO·DQDOLVL VYLOXSSDWD LQ SUHFHGHQ]D VL q GHWHUPLQDWD XQD FRQGL]LRQH SHU OD UDSSUHVHQWD]LRQH GLDJRQDOH GL XQ HQGRPRUILVPR FKH q TXHOOD GHOO·HVLVWHQ]D GL XQD EDVH GL DXWRYHWWRUL GHOO·HQGRPRUILVPR QHOOR VSD]LR E n 7DOH FRQGL]LRQL q VXIILFLHQWH PD QRQ QHFHVVDULD QHO VHQVR FKH HVLVWRQR HQGRPRUILVPL GLDJRQDOL]]DELOL DQFKH VH JOL DXWRYDORUL QRQ VRQR WXWWL GLVWLQWL Ë EHQH RVVHUYDUH FRPXQTXH FKH QRQ WXWWL JOL HQGRPRUHILVPL DPPHWWRQR XQD UDSSUHVHQWD]LRQH GLDJRQDOH 2OWUH DOOD UDSSUHVHQWD]LRQH GLDJRQDOH HVLVWRQR DQFKH DOWUH UDSSUHVHQWD]LRQL FDQRQLFKH FRPH DG HVHPSLR OD UDSSUHVHQWD]LRQH GL -RUGDQ FKH YDOH SHU TXDOVLDVL HQGRPRUILVPR OD UDSSUHVHQWD]LRQH GLDJRQDOH SXz HVVHUH YLVWD FRPH XQ FDVR SDUWLFRODUH GL TXHOOD GL -RUGDQ

BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL

&$3,72/2 6LVWHPL /LQHDUL

*HQHUDOLWj 1HO SUHVHQWH FDSLWROR YLHQH LOOXVWUDWD OD WHRULD GHL 6LVWHPL /LQHDUL 6L GHILQLVFD TXLQGL

§ a11 ¨ ¨ a21 XQD PDWULFH GL GLPHQVLRQH (mxn) A = ¨ .. ¨ ¨a © m1

a12 a22 .. an 2

.. a1n · ¸ .. a2 n ¸ GHWWD PDWULFH GHL FRHIILFLHQWL .. .. ¸ ¸ .. amn ¸¹

§ x1 · ¨ ¸ ¨ x2 ¸ XQ YHWWRUH FRORQQD GL GLPHQVLRQH (nx1) X = ¨ ¸ GHWWR YHWWRUH GHOOH LQFRJQLWH .. ¨ ¸ ¨x ¸ © n¹ § b1 · ¨ ¸ ¨ b2 ¸ XQ YHWWRUH FRORQQD GL GLPHQVLRQH (mx1) B = ¨ ¸ GHWWR YHWWRUH GHL WHUPLQL QRWL .. ¨ ¸ ¨b ¸ © m¹

6L GLFH 6LVWHPD /LQHDUH QHO VHJXLWR LQGLFDWR DQFKH FRQ O·DFURQLPR 6/ OD VHJXHQWH HTXD]LRQH PDWULFLDOH > @ AX = B ,Q PRGR HVSOLFLWR LO SUHFHGHQWH VLVWHPD FKH UDSSUHVHQWD m HTXD]LRQL OLQHDUL QHOOH n LQFRJQLWH UDJJUXSSDWH QHO YHWWRUH X VL HVSULPH FRPH VHJXH 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL

­a11 x1 + a12 x 2 + ..... + a1n x n = b1 ° > @ °a 21 x1 + a 22 x 2 + .... + a 2 n x n = b2 ® °.............................................. ° 1 2 n ¯a m1 x + a m 2 x + .... + a mn x = bm 6L SRVVRQR YHULILFDUH IRQGDPHQWDOPHQWH GXH FDVL (n ≥ m) RVVLD LO QXPHUR GL LQFRJQLWH PDJJLRUH RG XJXDOH DO QXPHUR GL HTXD]LRQL

(n < m) RVVLD LO QXPHUR GL LQFRJQLWH PLQRUH GHO QXPHUR GL HTXD]LRQL ,O SULPR FDVR FRQWHPSOD DQFKH OD VLWXD]LRQH OLPLWH LQ FXL n = m QXPHUR GL HTXD]LRQL SDUL D TXHOOR GHOOH LQFRJQLWH FKH GHWHUPLQD XQ 6/ GHWWR TXDGUDWR (n× n) LQ TXDQWR OD PDWULFH GHL FRHIILFLHQWL q

XQD PDWULFH TXDGUDWD PXWXDQGR WDOH QRPHQFODWXUD XQ JHQHULFR 6/ YLHQH GHWWR UHWWDQJRODUH (m× n) RVVLD DG m HTXD]LRQL FRQ n LQFRJQLWH LQ TXDQWR FDUDWWHUL]]DWR GD XQ PDWULFH GHL FRHIILFLHQWL UHWWDQJRODUH QDWXUDOPHQWH XQ VLVWHPD TXDGUDWR UDSSUHVHQWD XQ FDVR SDUWLFRODUH GL XQ VLVWHPD UHWWDQJRODUH H TXLQGL QHOOD WUDWWD]LRQH JHQHUDOH TXDQGR VL SDUOD VL VLVWHPL UHWWDQJRODUL ULHQWUDQR DQFKH TXHOOL TXDGUDWL D PHQR FKH QRQ YHQJD VSHFLILFDWR GLYHUVDPHQWH 'HWWR TXHVWR SRVVLDPR GLUH FKH ULVROYHUH XQ 6LVWHPD GL (TXD]LRQL /LQHDUL VLJQLILFD GHWHUPLQDUH VH SRVVLELOH JOL n YDORUL

(ξ ) SHU i = (1..n) GHOOH LQFRJQLWH TXLQGL GHWHUPLQDUH XQ YHWWRUH FRORQQD Ξ ∗ i ∗

FKH PROWLSOLFDWR PDWULFLDOPHQWH FRQ O·HTXD]LRQH > @

A IRUQLVFD LO YHWWRUH GHL WHUPLQL QRWL B RVVLD FKH YHQJD YHULILFD ∗

AΞ = B ,Q WHUPLQL VFDODUL OD SUHFHGHQWH XJXDJOLDQ]D VLJQLILFD FKH SHU OD JHQHULFD i − esima HTXD]LRQH GHYH YDOHUH

( )

( )

( )

ai1 ξ 1 + ai 2 ξ 2 + ..... + ain ξ n RSSXUH LQ PRGR SL FRPSDWWR

¦ a (ξ ) n

j ∗

ij

j =1

n

( )

= bi ¦ aij ξ j j =1

= bi SHU (i = 1..m)

− bi = 0 SHU (i = 1..m)

,Q DOWUL WHUPLQL VH VL VRVWLWXLVFRQR DOOH LQFRJQLWH L YDORUL GHOOD VROX]LRQH D SULPR PHPEUR GL RJQL HTXD]LRQH VL GHYH WURYDUH XQ YDORUH SDUL DO VHFRQGR PHPEUR RVVLD DO WHUPLQH QRWR VH DFFDGH FLz VL

( )

i ∗

GLFH FKH O·HTXD]LRQH q YHULILFDWD SHU L YDORUL ξ GHOOD VROX]LRQH HG LO UHODWLYR 6/ YLHQH GHWWR FRPSDWLELOH LQ FDVR FRQWUDULR LQFRPSDWLELOH ,QILQH RVVHUYLDPR FKH RJQL HTXD]LRQH FRVWUXLWD DWWUDYHUVR XQD FRPELQD]LRQH OLQHDUH GHOOH HTXD]LRQL GHO VLVWHPD GL FXL DOO·HTXD]LRQH > @ q YHULILFDWD GDOOD VROX]LRQH GHO VLVWHPD VWHVVR ,QIDWWL LQGLFDWL FRQ

λk

j

SHU

(k j = 1..l ) l FRHIILFLHQWL QXPHULFL VL FRVWUXLVFD O·HTXD]LRQH RWWHQXWD

WUDPLWH OD FRPELQD]LRQH OLQHDUH GL l HTXD]LRQL GHO VLVWHPD l

¦λ

k j =1

kj

(a k j 1 x1 + a k j 2 x 2 + ..... + a k j n x n ) =

l

¦λ

k j =1

kj

bk j

( ) SHU i = (1..n) UDSSUHVHQWD XQD VROX]LRQH GHO VLVWHPD RJQXQD GHOOH l HTXD]LRQL q YHULILFDWD i ∗

6H ξ RVVLD

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL

( )

( )

( )

ak j 1 ξ 1 + ak j 2 ξ 2 + ..... + ak j n ξ n GD FXL

= bk j SHU (k j = 1..l )

[

]

λk ak 1 (ξ 1 ) + ak 2 (ξ 2 ) + ..... + ak n (ξ n ) = λk bk j

j

l

¦λ

kj

kj

j

[a

j

j

SHU (k j

(ξ ) + a (ξ ) + ..... + a (ξ ) ] = ¦ λ 1 ∗

k j1

j

2 ∗

n ∗

kj 2

= 1..l )

l

k jn

b

kj kj

kj

H GXQTXH ULVXOWD YHULILFDWD O·HTXD]LRQH RWWHQXWD FRPH FRPELQD]LRQH OLQHDUH 9HGLDPR DOFXQL HVHPSL 6L FRQVLGHUL LO VHJXHQWH VLVWHPD TXDGUDWR GL GXH HTXD]LRQL LQ GXH LQFRJQLWH • LQ IRUPD PDWULFLDOH AX = B

§ x1 · §1 1 · § 2· §1 1 · § x 1 · § 2 · ¨¨ ¸¸ ¨¨ 2 ¸¸ = ¨¨ ¸¸ GRYH TXLQGL A = ¨¨ ¸¸ X = ¨¨ 2 ¸¸ B = ¨¨ ¸¸ ©1 3 ¹ © x ¹ © 4 ¹ ©1 3 ¹ © 4¹ ©x ¹ ­° x1 + x 2 = 1 • LQ IRUPD HVWHVD ® °¯ x1 + 3x 2 = 4 §1· ∗ 7DOH 6/ DPPHWWH FRPH VROX]LRQH LO YHWWRUH FRORQQD Ξ = ¨¨ ¸¸ LQIDWWL VL KD ©1¹

§1 1 · §1· § 1⋅1 + 1⋅1 · § 2 · ¸¸ ¨¨ ¸¸ = ¨¨ ¸¸ = ¨¨ ¸¸ = B AΞ ∗ = ¨¨ ©1 3 ¹ ©1¹ ©1⋅1 + 3 ⋅1¹ © 4 ¹

&RQVLGHULDPR RUD XQ DOWUR VLVWHPD • LQ IRUPD PDWULFLDOH AX = B

§ x1 · §1 1 1· ¨ x 2 ¸ § 2 · ¨¨ ¸¸ ¨ ¸ = ¨¨ ¸¸ ©1 3 1¹ ¨ x 3 ¸ © 4 ¹ © ¹ 1 §x · ¨ 2¸ §1 1 1· § 2· ¸¸ X = ¨ x ¸ B = ¨¨ ¸¸ GRYH TXLQGL A = ¨¨ ©1 3 1¹ © 4¹ ¨ x3 ¸ © ¹ •

­° x1 + x 2 + x 3 = 1 LQ IRUPD HVWHVD ® °¯ x1 + 3x 2 + x 3 = 4

&L WURYLDPR GL IURQWH DG XQ VLVWHPD GL

§1·

§ −1·

¨¨ ¸¸ ©0¹

¨¨ ¸¸ ©− 2¹

2 HTXD]LRQL LQ 3 LQFRJQLWH YHULILFKLDPR FKH L GXH YHWWRUL

¨ ¸ ¨ 1 ¸ LQGLYLGXDQR GXH VROX]LRQL GHO 6/ ∗ ∗∗ FRORQQD Ξ = 1 H Ξ = ,QIDWWL

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL •

1 §1 1 1· §¨1 ·¸ § 1 ⋅1 + 1 ⋅1 + 1 ⋅ 0 · § 2 · ¸¸ ¨ ¸¸ = ¨¨ ¸¸ = B AΞ = ¨¨ ¨ ¸=¨ ©1 3 1¹ ¨© 0 ¸¹ ©1 ⋅1 + 1 ⋅ 3 + 1 ⋅ 0 ¹ © 4 ¹ −1 §1 1 1· §¨ 1 ·¸ § 1 ⋅ (−1) + 1 ⋅1 + 1 ⋅ 2 · § − 1 + 1 + 2 · § 2 · ∗∗ ¸¸ ¨ ¸¸ = ¨¨ ¸¸ = ¨¨ ¸¸ = B AΞ = ¨¨ ¨ ¸=¨ ©1 3 1¹ ¨© 2 ¸¹ ©1 ⋅ (−1) + 1 ⋅ 3 + 1 ⋅ 2 ¹ © − 1 + 3 + 2 ¹ © 4 ¹ ∗

,/ 6/ DPPHWWH GXQTXH SL GL XQD VROX]LRQH DQ]L QH DPPHWWH LQILQLWH LQIDWWL VH LQGLFKLDPR FRQ λ XQ

§1 − λ · ¨ 1 ¸ FKH JHQHULFR YDORUH DVVHJQDWR DOO·LQFRJQLWD x H TXLQGL SRQLDPR x = λ LO YHWWRUH Ξ = ¨¨ ¸¸ © λ ¹ UDSSUHVHQWD LQILQLWL YDORUL RWWHQXWL IDFHQGR YDULDUH LO SDUDPHWUR λ LQGLYLGXD WXWWH OH SRVVLELOL 3

3

VROX]LRQL FRPH HYLGHQ]LDWR QHO VHJXLWR

1− λ §1 1 1· §¨ 1 ·¸ § 1⋅ (1 − λ ) + 1⋅1 + 1⋅ λ · § 1 − λ + 1 + λ · § 2 · ¸¸ ¨ ¸¸ = ¨¨ ¸¸ = ¨¨ ¸¸ = B AΞ ∗ = ¨¨ ¸ = ¨¨ ©1 3 1¹ ¨© λ ¸¹ ©1⋅ (1 − λ ) + 1 ⋅ 3 + 1 ⋅ λ ¹ ©1 − λ + 3 + λ ¹ © 4 ¹

,QILQH FRPH XOWLPR HVHPSLR VL FRQVLGHUL LO VHJXHQWH 6/ • LQ IRUPD PDWULFLDOH AX = B

§1 1 · 1 §1 1 · § 2· ¨ ¸ § x · §¨ 2 ·¸ ¨ ¸ § x1 · ¨ 4¸ 4 ¨ ¨ ¸ ¸ = = GRYH TXLQGL B X 1 3 A = 1 3 = ¨ ¸¨ 2¸ ¨ ¸ ¨ ¸ 2¸ ¨ ¨¨ ¸¸ ©x ¹ ¨1 1 ¸ © x ¹ ¨© 3 ¸¹ ¨1 1 ¸ ©3 ¹ © ¹ © ¹ ­ x1 + x 2 = 1 ° 1 2 • LQ IRUPD HVWHVD ® x + 3 x = 4 ° 1 2 ¯x + x = 3

7DOH 6/ QRQ DPPHWWH DOFXQD VROX]LRQH HG q TXLQGL LQFRPSDWLELOH FRPH VL HYLGHQ]LD FRQIURQWDQGR OD SULPD q WHU]D HTXD]LRQH FKH LPSRQJRQR FKH OD TXDQWLWj ( x + x ) VLD FRQWHPSRUDQHDPHQWH XJXDOH D 1

2

1 HG D 3 0HWRGL GL 6ROX]LRQH GHL 6LVWHPL /LQHDUL $WWUDYHUVR JOL HVHPSL SUHFHGHQWL DEELDPR HYLGHQ]LDWR WUH VLWXD]LRQL LQ PHULWR DOOD SUREOHPDWLFD GL ULVROX]LRQH GL XQ 6/ LO 6/ QRQ DPPHWWH VROX]LRQL 6/ LQFRPSDWLELOH LO 6/ DPPHWWH XQD VROX]LRQH XQLFD LO 6/ DPPHWWH LQILQLWH VROX]LRQL 1DVFH GXQTXH LO SUREOHPD GL VWXGLDUH GHL FULWHUL SHU VWDELOLUH O·HVLVWHQ]D GHOOH VROX]LRQL LO ORUR QXPHUR H OD ORUR GHWHUPLQD]LRQH LQ PHULWR D WDOH DQDOLVL q LPSRUWDQWH HYLGHQ]LDUH FKH ILVVDWR XQ 6/ UHWWDQJRODUH (m× n) AX = B H GHWWR r = ρ ( A) LO UDQJR GHOOD PDWULFH A GHYH QHFHVVDULDPHQWH HVVHUH r

= ρ ( A) ≤ min(m, n)

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL 1HL SDUDJUDIL VXFFHVVLYL OR VWXGLR GHL 6/ YLHQH HIIHWWXDWR VXGGLYLGHQGROR QHL VHJXHQWL FDVL 6/ TXDGUDWL TXLQGL FRQ n = m H UDQJR ρ ( A) = n

6/ UHWWDQJRODUL FRQ m < n H UDQJR ρ ( A)

= m

6/ FKH QRQ ULHQWUDQR QHOOH GXH FDWHJRULH SUHFHGHQWL TXHVWR FDVR VL YHULILFD VH ρ ( A) < m LQIDWWL WDOH FRQGL]LRQH HVFOXGH DXWRPDWLFDPHQWH L FDVL FRQWHPSODWL QHL SXQWL H SRLFKp LQ HVVL VL KD VHPSUH ρ ( A) = m

7DOH FODVVLILFD]LRQH q HVDXVWLYD GL WXWWL L WLSL GL 6/ LQ TXDQWR FRPH DEELDPR JLj QRWDWR ρ ( A) ≤ min(m, n) H YLHQH IDWWD SRLFKp FRPH YHUUj GLPRVWUDWR QHO VHJXLWR L 6/ UHODWLYL DOOH SULPH GXH FDVLVWLFKH VRQR VHPSUH FRPSDWLELOL H TXLQGL DPPHWWRQR VHPSUH DOPHQR XQD VROX]LRQH SHU WDOH PRWLYR YHQJRQR GHWWL 6/ QRUPDOL WUD O·DOWUR HVVL KDQQR O·LPSRUWDQWH SURSULHWj GL DYHUH XQ QXPHUR GL HTXD]LRQL PLQRUH RG XJXDOH DO QXPHUR GHOOH LQFRJQLWH RVVLD QRQ VRQR VRYUDYLQFRODWL 1HO FDVR GHL VLVWHPL GL FXL DO SXQWR FKH LQGLFKHUHPR FRPH 6/ QRQ QRUPDOL LQYHFH ULHQWUDQR • L VLVWHPL FRQ m > n RVVLD FRQ XQ QXPHUR GL HTXD]LRQL PDJJLRUL GHO QXPHUR GL LQFRJQLWH H GXQTXH RFFRUUH YHULILFDUH VH WXWWH OH HTXD]LRQL VLDQR FRPSDWLELOL RVVLD FKH QRQ FL VLDQR GXH HTXD]LRQL FKH LPSRQJRQR GHOOH FRQGL]LRQL FKH QRQ q SRVVLELOH YHULILFDUH FRQWHPSRUDQHDPHQWH FRPH HYLGHQ]LDWR QHJOL HVHPSL QXPHUL SUHFHGHQWL • L VLVWHPL FRQ m ≤ n FRPH QHL SXQWL H PD QRQ YHULILFDQR OD FRQGL]LRQH VXO UDQJR GHOOD PDWULFH GHL FRHIILFLHQWL H FLz LQ VRVWDQ]D LPSOLFD FKH GLPLQXLVFH LO QXPHUR GL HTXD]LRQL LQGLSHQGHQWL H VL ULWRUQD DO FDVR GHL SXQWR SUHFHGHQWH

5LVROX]LRQH GL 6LVWHPL /LQHDUL 4XDGUDWL 1RUPDOL 5HJROD GL &UDPHU 6XSSRQLDPR GL DYHUH XQ VLVWHPD GL HTXD]LRQL OLQHDUL TXDGUDWR QRUPDOH AX = B FRQ

A PDWULFH TXDGUDWD GL RUGLQH n ρ ( A) = n GD FXL VHJXH OD QRQ VLQJRODULWj GL A H TXLQGL O·HVLVWHQ]D GHOOD PDWULFH LQYHUVD A −1

• $OORUD LO VLVWHPD VL SXz ULVROYHUH VHFRQGR LO PHWRGR VHJXHQWH

AX = B A−1 AX = A−1 B IX = A−1 B

> @ X = A −1 B = 1 C T B

A

T

GRYH OD PDWULFH C UDSSUHVHQWD OD PDWULFH GHL FRPSOHPHQWL DOJHEULFL H C OD PDWULFH DJJLXQWD /D SUHFHGHQWH UHOD]LRQH FRVWLWXLVFH OD FRVLGGHWWD UHJROD GL &UDPHU FKH LQ IRUPD HVSOLFLWD VFDODUH SXz HVVHUH SRVWD FRPH VHJXH

§ x1 · § c11 ¨ ¸ ¨ ¨ x2 ¸ 1 ¨ c12 ¨ .. ¸ = a ¨ .. ¨ ¸ ¨ ¨x ¸ ¨c © n¹ © 1n

c21

..

c22

..

..

..

c2 n

..

§ n · § ¨ ¦ bi ci1 ¸ ¨ cn1 ·§ b1 · ¨ i =1 ¸ ¨ ¸¨ ¸ n ¨ ¸ ¨ cn 2 ¸¨ b2 ¸ 1 b c i i2 ¸ = ¨ = ¨¦ ¸ ¨ ¸ = 1 i .. .. A¨ ¸ ¨ ¸¨ ¸ .. ¨ n ¸ ¨ cnn ¸¹¨© bn ¸¹ ¨ bc ¸ ¨ ¨ ¦ i in ¸ ¨ © i =1 ¹ © 3DJ

· 1 n bi ci1 ¸ ¦ A i =1 ¸ ¸ 1 n b c ¦ i i 2 ¸ A i =1 ¸ .. ¸ ¸ 1 n bi cin ¸ ¦ A i =1 ¹


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL GDOOD TXDOH VL HYLGHQ]LD FKH • L 6/ QRUPDOL TXDGUDWL VRQR VHPSUH FRPSDWLELOL •

OD VROX]LRQH q XQLFD HG q GDWD GDOOD > @ GD FXL VL HYLQFH FKH OD JHQHULFD LQFRJQLWD ( j = 1..n ) VL RWWLHQH GD

x j SHU

n

> @ x

j

=

¦ bi cij

i =1

A

,Q DOWUL WHUPLQL OD JHQHULFD LQFRJQLWD j − esima q GDWD GDO UDSSRUWR FRVWLWXLWR D GHQRPLQDWRUH GDO GHWHUPLQDQWH GHOOD PDWULFH A HG D QXPHUDWRUH GDO GHWHUPLQDQWH GHOOD PDWULFH RWWHQXWD GD A VRVWLWXHQGR DO j − esima FRORQQD FRQ OD FRORQQD GHL WHUPLQL QRWL LQ WHUPLQL HVSOLFLWL VL KD

x1 =

b1

a12

.. a1n

a11

a12

.. b1

1 b2 A .. bn

a 22 ..

.. a 2 n 2 1 a21 b2 .. a2 n 1 a12 n x = « « x = .. .. A .. .. .. .. A .. .. a nn an1 bn .. ann a1n

a22 ..

.. b2 .. ..

an 2

.. bn

an 2

a11

b1

.. a1n

5LVROX]LRQH GL 6LVWHPL /LQHDUL 1RUPDOL 6L FRQVLGHUL RUD XQ VLVWHPD UHWWDQJRODUH QRUPDOH AX • A PDWULFH TXDGUDWD GL RUGLQH (m× n) •

= B FRQ

m < n H UDQJR ρ ( A) = m GD FXL VHJXH OD QRQ VLQJRODULWj GL DOPHQR XQ PLQRUH GL A GL −1

RUGLQH m H TXLQGL LQGLFDWR FRQ Am WDOH PLQRUH O·HVLVWHQ]D GHOOD PDWULFH LQYHUVD Am 3HU VHPSOLFLWj VL VXSSRQJD FKH Am VLD FRVWLWXLWR ROWUH FKH GD WXWWH OH ULJKH GDOOH SULPH m FRORQQH GL

A WDOH LSRWHVL QRQ q OLPLWDWLYD DL ILQL GHOOH GLPRVWUD]LRQL LQ TXDQWR VH QRQ IRVVH YHULILFDWD FL VL SXz

ULFRQGXUUH DG HVVD ULQRPLQDQGR OH YDULDELOL $G HVHPSLR VXSSRQLDPR FKH LO PLQRUH GLYHUVR GD ]HUR GL RUGLQH m VLD FRVWLWXLWR FRQ OH SULPH m − 1 FRORQQH H FRQ O·XOWLPD FRORQQD OD n − esima) LQ ULIHULPHQWR DO VLVWHPD VHJXHQWH

­a11 x1 + a12 x 2 + .. + a1m−1 x m−1... + a1n x n = b1 ° 1 2 m−1 n °a21 x + a22 x + .. + a2 m−1 x .. + a2 n x = b2 ® .......... .......... .......... .......... .......... .......... ..... ° °a x1 + a x 2 + .. + a x m−1.. + a x n = b m2 nm−1 mn m ¯ m1 m−1

n

m−1

n

2UD VH LPSRQLDPR OD VRVWLWX]LRQH GHOOD YDULDELOH x FRQ OD x H TXLQGL QRPLQLDPR x FRPH x H YLFHYHUVD GL IDWWR HVHJXLDPR XQR VFDPELR WUD OD FRORQQD (m − 1) − esima FRQ OD FRORQQD n − esima HG LO PLQRUH GLYHUVR GD ]HUR ULVXOWD TXHOOR UHODWLYR DOOH SULPH m FRORQQH 'HWWR TXHVWR FRQVLGHULDPR LO 6/ TXDGUDWR QRUPDOH (m× m) FRVWLWXLWR GDOOH VROH SULPH m FRORQQH 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL n ­ 1 2 m + + + = − a x a x a x b a1k x k .. ¦ 11 12 1 m 1 ° k = m+1 ° n ° 1 2 m k °a21 x + a22 x + .. + a2 m x = b2 − ¦ a2 k x ® k =m+1 °................................................................. ° n ° 1 2 m + + + = − a x a x .. a x b amk x k ¦ m2 nm m ° m1 k =m +1 ¯

7DOH VLVWHPD YLHQH GHWWR 6LVWHPD 5LGRWWR H SXz HVVHUH HVSUHVVR LQ IRUPD PDWULFLDOH DWWUDYHUVR OD VHJXHQWH HTXD]LRQH

Am X m = B ∗ n · § b − ¨ 1 ¦ a1k x k ¸ ∗ 1 § b1 · ¨ §x · k = m +1 ¸ ¨ ∗¸ ¨ 2¸ n ¨ ¨ x ¸ ∗ ¨ b2 ¸ ¨ b2 − ¦ a2 k x k ¸¸ GRYH X m = ¨ ¸ B = ¨ ¸ = ¨ k = m +1 ¸ ¨ ... ¸ ¨ ... ¸ .... ¸ ¨ xm ¸ ¨b ∗ ¸ ¨ n © ¹ k ¸ © m ¹ ¨b − ¨ m ¦ amk x ¸ k = m +1 ¹ ©

&RPH GLPRVWUDWR QHO SDUDJUDIR SUHFHGHQWH LO VLVWHPD ULGRWWR HVVHQGR XQ VLVWHPD QRUPDOH H TXDGUDWR DPPHWWH XQD VROX]LRQH XQLFD IRUQLWD GDOOD > @ n

x = j

¦b

∗

i

(cij ) m

i =1

SHU ( j

Am

= 1..m)

6L RVVHUYL FKH WDOL VROX]LRQL GLSHQGRQR GD (n − m) SDUDPHWUL FKH SRVVRQR DVVXPHUH YDORUL DUELWUDUL FRPSUHVL QHOO·LQWHUYDOOR GDWR GD

j

(−∞,+∞) FRPH VL HYLQFH IDFLOPHQWH GDO IDWWR FKH LO JHQHULFR YDORUH x q

b

∗

j

n

= bj −

¦a

1k

xk

k = m +1

m +1

m+ 2

TXDQWLWj FKH GLSHQGH GDOOH (n − m) LQFRJQLWH ( x , x ,...., x ) D FXL SRVVRQR HVVHUH IRUQLWL YDORUL GHO WXWWR DUELWUDUL $ TXHVWR SXQWR VLDPR LQ JUDGR GL GHWHUPLQDUH WXWWH OH VROX]LRQL GHO VLVWHPD UHWWDQJRODUH QRUPDOH AX = B GL SDUWHQ]D LQIDWWL VH SRQLDPR •

j

j

x j = ξ ∗ SHU ( j = (m + 1)..n GRYH ξ ∗ q XQ SDUDPHWUR DUELWUDULR D YDORUL LQ (−∞,+∞) n

•

n

x = j

¦b

∗

i

(cij ) m

i =1

Am

( j = 1..m) 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL WXWWH OH HTXD]LRQL GHO VLVWHPD ULVXOWDQR DXWRPDWLFDPHQWH YHULILFDWH FRPH VL SXz DQFKH YHGHUH SHU VRVWLWX]LRQH GLUHWWD QHOOD JHQHULFD HTXD]LRQH • LO SULPR PHPEUR ULVXOWD

ª n ∗ º ª n ∗ º ª n ∗ º ( ) ( ) b c b c «¦ 1 1j m » «¦ 2 2 j m » « ¦ bm (cmj ) m » » + a22 « i =1 » + .. + a2 m « i =1 » a21 « i=1 A A Am « » « » « » m m «¬ »¼ «¬ »¼ «¬ »¼

XJXDOH D b j

n

¦a

jk

ξk

LQ TXDQWR VL WUDWWD GL XQD HTXD]LRQH GHO VLVWHPD ULGRWWR

k =m +1

LO VHFRQGR PHPEUR ULVXOWD

bj −

n

¦a

jk

ξk

RVVLD XJXDOH DO SULPR PHPEUR H TXLQGL O·HTXD]LRQH q YHULILFDWD

k =m +1

VROX]LRQL SRLFKp GLSHQGRQR GD 6L GLFH FKD WDOL VROX]LRQL FRVWLWXLVFRQR XQD PROWHSOLFLWj GL ∞ (n − m) SDUDPHWUL RJQXQR GHL TXDOL SXz DVVXPHUH LQILQLWH VROX]LRQL 1HO FDVR SDUWLFRODUH L FXL m = n VLVWHPD QRUPDOH TXDGUDWR LO VLVWHPD ULGRWWR FRLQFLGH FRQ LO VLVWHPD GL SDUWHQ]D H QRQ YL VRQR SDUDPHWUL DUELWUDUL SRLFKp VL KDQQR HVDWWDPHQWH m LQFRJQLWH DOORUD GDOOH HVSUHVVLRQL GHL SXQWL SUHFHGHQWL VHJXH FKH VL KD XQD VROD VROX]LRQH FKH FRLQFLGH FRQ OD> @ LQ TXHVWR FDVR VL SXz GLUH GD XQ SXQWR GL YLVWD SXUDPHQWH IRUPDOH FKH OH VROX]LRQL GHO VLVWHPD VRQR LQ QXPHUR n− m

SDUL D ∞

n −m

= ∞ 0 = 1

5LVROX]LRQH GL 6LVWHPL /LQHDUL 1RQ 1RUPDOL 7HRUHPD GL 5RXFKq &DSHOOL 3ULPD GL LQWURGXUUH LO WHRUHPD GL 5RXFKq &DSHOOL DQDOL]]LDPR L VHJXHQWL HVHPSL GL 6/ QRQ QRUPDOL

§1 1 · § 2· § x1 · ¨ ¸ AX = B A = ¨1 3 ¸ X = ¨ ¸ B = ¨¨ 4 ¸¸ ¨ x2 ¸ ¨3 ¸ ¨1 1 ¸ © ¹ © ¹ © ¹

­ x ° ® x ° ¯ x

1

+

1 1

x

= 1

2

+ 3 x

2

=

4

+ 2 x

2

=

3

,O QXPHUR GL HTXD]LRQL q SDUL D 3 PHQWUH LO QXPHUR GHOOH LQFRJQLWH q SDUL D 2 TXLQGL LO QXPHUR GL HTXD]LRQL q PDJJLRUH GHO QXPHUR GHOOH LQFRJQLWH TXLQGL LO UDQJR GHOOD PDWULFH

§1 1 ·

¸¸ FRVWLWXLWR A SXz DO SL HVVHUH SDUL D 2 ,QIDWWL LO PLQRUH GHO VHFRQGR RUGLQH A2 = ¨¨ ©1 3 ¹ GDOOH SULPH GXH ULJKH H GDOOH FRORQQH KD GHWHUPLQDQWH GLYHUVR GD ]HUR SDUL D 2 DOORUD LO VLVWHPD ULGRWWR FRVWLWXLWR GDOOH SULPH GXH HTXD]LRQL ULVXOWD XQ VLVWHPD QRUPDOH TXDGUDWR H TXLQGL DPPHWWH XQD VROX]LRQH XQLFD

­° x1 + x 2 = 1 1 3 ( x1 = − , x 2 = ) ® 1 2 2 2 °¯ x + 3x = 4

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL 1HOOD GHWHUPLQD]LRQH GHOOD VROX]LRQH GHO 6/ ULGRWWR DEELDPR WUDVFXUDWR OD WHU]D HTXD]LRQH

1 3 ( x1 = − , x 2 = ) UDSSUHVHQWD OD VROX]LRQH GHO 6/ FRPSOHWD RFFRUUH 2 2 1 2 YHGHUH VH HVVD YHULILFD DQFKH O·HTXD]LRQH ( x + 2 x = 3) YHULILFD GHOOH FRQGL]LRQL GL 1 3 1 5 FRPSDWLELOLWj VRVWLWXHQGR VL KD ( − + 2 = 3 − + 3 = 4 = 4) H TXLQGL 2 2 2 2

SHU YHULILFDUH FKH

O·HTXD]LRQH QRQ YLHQH YHULILFDWD SHUWDQWR OD VROX]LRQH GHO VLVWHPD ULGRWWR QRQ q VROX]LRQH GHO VLVWHPD FRPSOHWR

­ x1 + x 2 + x 3 = 1 §1 1 1· § x1 · 1 § · ¨ ¸ ° ¨ 2¸ AX = B A = ¨ 1 3 1 ¸ X = ¨ x ¸ B = ¨¨ 4 ¸¸ ® x1 + 3 x 2 + x 3 = 4 ¨3 ¸ ¨ x3 ¸ ¨ 2 2 2¸ ° 1 2 3 © ¹ © ¹ © ¹ ¯2 x + 2 x + 2 x = 3

6L WUDWWD GL XQ VLVWHPD TXDGUDWR (3 × 3) QRQ QRUPDOH LQ TXDQWR LO UDQJR GL A q SDUL D 2 A q QXOOR FRPH VL HYLQFH GLUHWWDPHQWH RVVHUYDQGR FKH OD WHU]D ULJD q SURSRU]LRQDOH DOOD SULPD

§1 1 · ¸¸ FRVWLWXLWR GDOOH SULPH GXH ULJKH H GDOOH A2 = ¨¨ ©1 3 ¹ SULPH GXH FRORQQH KD GHWHUPLQDQWH GLYHUVR GD ]HUR SDUL D 2 DOORUD LO VLVWHPD ULGRWWR ,QIDWWL LO PLQRUH GHO VHFRQGR RUGLQH

FRVWLWXLWR GDOOH SULPH GXH HTXD]LRQL

­° x1 + x 2 = 1 − x 3 ® 1 °¯ x + 3x 2 = 4 − x 3

ULVXOWD XQ VLVWHPD QRUPDOH OH FXL ∞ VROX]LRQL VRQR GDWH GD 1

x1 = −

1 + 2ξ 2 3 3 x = x = ξ FRQ ξ ∈ (∞−,+∞) 2 2

%LVRJQD RUD YHULILFDUH OD FRPSDWLELOLWj GHOOH VROX]LRQL GHO VLVWHPD ULGRWWR FRQ OD WHU]D HTXD]LRQH

2 x1 + 2 x 2 + 2 x 3 = 3 − 2

1 + 2ξ 3 + 2 + 2ξ = −1 − 2ξ + 3 + 2ξ = 2 ≠ 3 2 2

/D WHU]D HTXD]LRQH QRQ q GXQTXH YHULILFDWD SHUWDQWR OH VROX]LRQL LQGLYLGXDWH GHO 6/ ULGRWWR QRQ UDSSUHVHQWDQR VROX]LRQL GHO 6/ FRPSOHWR

'DJOL HVHPSL SUHFHGHQWL VL HYLQFH FKH XQ 6/ QRQ QRUPDOH SXz DQFKH QRQ HVVHUH FRPSDWLELOH H FKH RFFRUUH TXLQGL HIIHWWXDUH GHOOH YHULILFKH GL FRPSDWLELOLWj D WDOH VFRSR q QHFHVVDULR GHWHUPLQDUH L FULWHUL GL FRPSDWLELOLWj GL XQ VLVWHPD QRQ QRUPDOH 3HU FDSLUH LQWXLWLYDPHQWH LQ TXDOH GLUH]LRQH VYLOXSSDUH OD ULFHUFD DQDOL]]LDPR O·HVHPSLR VHJXHQWH FKH KD OH SULPH GXH HTXD]LRQL XJXDOL D TXHOOH GHO SULPR HVHPSLR VRSUD ULSRUWDWR H GXQTXH SUHVHQWD OR VWHVVR VLVWHPD ULGRWWR H OD VWHVVD VROX]LRQH

1 3 ( x1 = − , x 2 = ) 2 2

­ x1 + x 2 = 1 ° 1 2 ° x + 3x = 4 ® 1 2 1 2 + + + = + ( x x ) ( x 3 x ) 4 α β α β ° °γ ( x1 + x 2 ) + δ ( x1 + 3 x 2 ) = γ + 4δ ¯ 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL RVVLD

­ x1 + x 2 = 1 ° 1 2 ° x + 3x = 4 ® 1 2 + + + = + ( ) x ( 3 ) x 4 α β α β α β ° °(γ + δ ) x 1 + (γ + 3δ ) x 2 = γ + 4δ ¯

,Q WDOH VLVWHPD VL KD • OD WHU]D HTXD]LRQH FRVWLWXLWD GD XQD FRPELQD]LRQH OLQHDUH GL FRHIILFLHQWL (α , β ) GHOOH SULPH GXH HTXD]LRQL • OD TXDUWD HTXD]LRQH FRVWLWXLWD GD XQD FRPELQD]LRQH OLQHDUH GL FRHIILFLHQWL (γ , δ ) GHOOH SULPH GXH HTXD]LRQL 5LFRUGDQGR FKH RJQL HTXD]LRQH FRPELQD]LRQH OLQHDUH GHOOH HTXD]LRQL GL XQ VLVWHPD q YHULILFDWD GDOOD VROX]LRQH GHO VLVWHPD VWHVVR VHJXH FKH OD VROX]LRQH ( x

1

1 3 = − , x 2 = ) GHO VLVWHPD ULGRWWR q DQFKH 2 2

VROX]LRQH GHO VLVWHPD FRPSOHWR LO TXDOH GXQTXH ULVXOWD FRPSDWLELOH 2UD GD WDOH HVHPSLR VL GHGXFH FKH OD ULFHUFD GHL FULWHUL GL FRPSDWLELOLWj GHYH WHQHUH FRQWR GL WDOH SURSULHWj D WDOH VFRSR VHPSUH LQ ULIHULPHQWR DOO·HVHPSLR VL FRQVLGHULQR L GXH VRWWRVLVWHPL VHJXHQWL •

­ x1 + x 2 = 1 ° 1 2 ® x + 3x = 4 ° 1 2 ¯(α + β ) x + (α + 3β ) x = α + 4 β

FRVWLWXLWR GDO VLVWHPD ULGRWWR H GDOOD WHU]D HTXD]LRQH 6L FRQVLGHUL LQROWUH OD VHJXHQWH PDWULFH FRVWLWXLWD GDOOD PDWULFH GHL FRHIILFLHQWL GHO VLVWHPD H GDOOD FRORQQD GHL WHUPLQL QRWL FKH FKLDPHUHPR PDWULFH HVWHVD Δ 3 LQ FXL LO SHGLFH LQGLFD LO QXPHUR GHOO·HTXD]LRQH GHO VLVWHPD FRPSOHWR QRQ IDFHQWH SDUWH GHO VLVWHPD ULGRWWR LQ TXHVWR FDVR LQ TXDQWR VWLDPR DQDOL]]DQGR OD WHU]D HTXD]LRQH

1 1 § 1 · ¨ ¸ Δ3 = ¨ 1 3 4 ¸ ¨ (α + β ) (α + 3β ) (α + 4 β ) ¸ © ¹ •

­ x1 + x 2 = 1 ° 1 2 ® x + 3x = 4 ° 1 2 ¯(γ + δ ) x + (γ + 3δ ) x = γ + 4δ

FRVWLWXLWR GDO VLVWHPD ULGRWWR H GDOOD WHU]D HTXD]LRQH 6L FRQVLGHUL DQFKH LQ TXHVWR FDVR OD PDWULFH HVWHVD Δ 4

1 1 · § 1 ¨ ¸ Δ4 = ¨ 1 3 4 ¸ ¨ (γ + δ ) (γ + 3δ ) (γ + 4δ ) ¸ © ¹

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL 3RLFKp OH XOWLPH ULJKH GHOOH PDWULFL HVWHVH Δ 3 H Δ 4 VRQR FRPELQD]LRQH OLQHDUH GHOOH SULPD GXH ULJKH SHU LO PRGR LQ FXL VRQR VWDWH FRVWUXLWH OH HTXD]LRQL GDOOH SURSULHWj VXL GHWHUPLQDQWL VHJXH Δ 3 = Δ 4 = 0 ,Q VRVWDQ]D WXWWR TXHVWR UDJLRQDPHQWR VHUYH DG HYLGHQ]LDUH FKH O·DQQXOODPHQWR GHL GHWHUPLQDQWL GHOOH PDWULFL HVWHVH Δ i q VWUHWWDPHQWH FRUUHODWR DOO·HVLVWHQ]D GL HTXD]LRQL FRVWUXLWH FRPH FRPELQD]LRQH OLQHDUH GHOOH HTXD]LRQL GHO VLVWHPD ULGRWWR FLz LQGXFH SHUWDQWR D SHQVDUH FKH L FULWHUL GL FRPSDWLELOLWj GHEEDQR HVVHUH OHJDWL DOO·DQQXOODPHQWR GL WDOL GHWHUPLQDQWL

7HRUHPD GL 5RXFKq )DWWD TXHVWD SUHPHVVD VL FRQVLGHUL XQ JHQHULFR 6/ QRQ QRUPDOH GL m HTXD]LRQL LQ n LQFRJQLWH FKH FKLDPHUHPR VLVWHPD FRPSOHWR AX = B FRQ A GL GLPHQVLRQL (m× n) H ρ ( A) = p ≤ m (VVHQGR LO UDQJR GL A XJXDOH D p L PLQRUL FRQ GHWHUPLQDQWH GLYHUVR GD ]HUR GL RUGLQH PDVVLPR VRQR TXHOOL GL GLPHQVLRQH ( p ×

p) LQROWUH VL VXSSRQJD SHU LSRWHVL FKH LO PLQRUH LQGLFDWR FRQ Ap FRVWLWXLWR GDOOH SULPH p ULJKH H GDOOD SULPH p FRORQQH GL A DEELD GHWHUPLQDQWH GLYHUVR GD ]HUR

WDOH LSRWHVL FRPH DEELDPR JLj QRWDWR QRQ q UHVWULWWLYD LQ TXDQWR SRVVLDPR VHPSUH ULFRQGXUFL D TXHVWR FDVR FRQ RSSRUWXQD ULQRPLQD]LRQH GHOOH YDULDELOL ∗

6LD Ap X p = B LO VLVWHPD ULGRWWR GRYH n § · ¨ b1 − ¦ a1k x k ¸ ∗ 1 § b1 · ¨ §x · k = m +1 ¸ ¨ ∗¸ ¨ 2¸ n ¨ ¸ k ¨ b2 ¸ ¨x ¸ − b a x ∗ ¦ 2 2 k ¨ ¸ X p = ¨ ¸ H B = ¨ ¸ = k = m +1 ... ... ¨ ¸ ¨ ¸ ¨ ¸ .... ∗ ¨ ¸ ¨xp ¸ ¨b ¸ n © ¹ k ¸ © p ¹ ¨b − ¨ p ¦ a pk x ¸ k = m +1 © ¹

'DO VLVWHPD ULGRWWR VRQR HVFOXVH OH HTXD]LRQL

(m − p ) HTXD]LRQL GHO VLVWHPD FRPSOHWR H SUHFLVDPHQWH OH

a j1 x1 + a j 2 x 2 + .. + a jn x n = b j SHU j = ( p + 1)..m

&RQVLGHULDPR

§ a11 ¨ ¨ a 21 Δ r = ¨ .. ¨ ¨ a p1 ¨a © r1

OH

a12 a 22 .. a p2 ar 2

.. a1 p .. a 2 p ..

..

.. a pp .. a rp

b1 · ¸ b2 ¸ .. ¸ SHU r = ( p + 1)..m ¸ bp ¸ br ¸¹

(m − p ) PDWULFL HVWHVH GL GLPHQVLRQH ( p + 1) × ( p + 1) Δ r q FRVWLWXLWD GDO PLQRUH Ap D FXL VL

DJJLXQJH 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL

SULPD FRPH ( p + 1) − esima ULJD OD r − esima ULJD ( ar1 , ar 2 ,..arn ) GHOOD PDWULFH A

SRL FRPH FRORQQD

( p + 1) − esima OD FRORQQD (b1 , b2 ,..br ) T LQ FXL L SULPL HOHPHQWL VRQR L WHUPLQL QRWL GHO VLVWHPD ULGRWWR H r − esimo HOHPHQWR q LO WHUPLQH QRWR GHOO·HTXD]LRQH r − esima

$OORUD VL SXz DIIHUPDUH 7HRUHPD GL 5RXFKq FKH FRQGL]LRQH QHFHVVDULD H VXIILFLHQWH DIILQFKp LO VLVWHPD FRPSOHWR VLD FRPSDWLELOH H FKH VLD QXOOR LO GHWHUPLQDQWH GL RJQL PDWULFH HVWHVD Δ r RVVLD

Δ r = 0 SHU r = ( p + 1)..m

'LPRVWULDPR OD FRQGL]LRQH QHFHVVDULD

6L VXSSRQJD FKH LO VLVWHPD FRPSOHWR VLD FRPSDWLELOH H GXQTXH FKH HVLVWH DOPHQR XQD VROX]LRQH Ξ WDOH ∗

FKH AΞ = B GRYH JOL HOHPHQWL GHO YHWWRUH FRORQQD Ξ VRQR LQGLFDWL FRQ JOL n YDORUL

i = (1..n) 6L LQGLFKLQR SHU RJQL

(ξ ) SHU i ∗

r = ( p + 1)..m FRQ Ω j SHU j = 1..n OH VHJXHQWL PDWULFL GL GLPHQVLRQH r

( p + 1) × ( p + 1)

§ a11 ¨ ¨ a 21 Ω j = ¨ .. r ¨ ¨ a p1 ¨a © r1

a1 j · ¸ a2 j ¸ .. ¸ ¸ a pj ¸ a rj ¸¹

.. a1 p .. a 2 p

a12 a 22 ..

..

..

.. a pp .. a rp

a p2 ar 2

OH TXDOL KDQQR WXWWH GHWHUPLQDQWH QXOOR LQ TXDQWR VRQR SDUWLFRODUL PLQRUL GL RUGLQH PDWULFH A FKH SHU LSRWHVL KD UDQJR ρ ( A) DO PDVVLPR RUGLQH p

( p + 1) GHOOD

= p H GXQTXH L PLQRUL FRQ GHWHUPLQDQWH QRQ QXOOR KDQQR

6L FRQVLGHUL RUD OD VHJXHQWH PDWULFH Λ r

§ ¨ a11 ¨ ¨ ¨ a 21 ¨ Λ r = ¨ .. ¨ ¨ a p1 ¨ ¨a ¨ r1 ©

· ¸ j =1 ¸ n ∗¸ b2 − ¦ a 2 j ξ j ¸ j =1 ¸ .. ¸ n ∗ ¸ b p − ¦ a pj ξ j ¸ j =1 ¸ n j ∗ ¸ br − ¦ a rj ξ ¸ j =1 ¹

( )

n

a12

.. a1 p

a 22

.. a 2 p

..

..

..

a p2

.. a pp

ar 2

.. a rp

b1 − ¦ a1 j ξ

j ∗

( )

( )

( )

5LFRUGDQGR OH SURSULHWj GHL GHWHUPLQDQWL VL YHULILFD FKH SHU LO GHWHUPLQDQWH GL Λ r YDOH

Λ r = Δ r + ¦ (ξ j ) Ω n

j =1

3RLFKp FRPH RVVHUYDWR LQ SUHFHGHQ]D Ω r

j

= 0 VL RWWLHQH

3DJ

r

j


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL

Λr = Δr

'·DOWUD SDUWH HVVHQGR Ξ VROX]LRQH GHO VLVWHPD FRPSOHWR SHU LSRWHVL O·XOWLPD FRORQQD GL Λ r KD WXWWL ∗

JOL HOHPHQWL QXOOL H TXLQGL LO VXR GHWHUPLQDQWH q QXOOR TXLQGL SHU r

= ( p + 1)..m VL KD

Λr = 0 Δr = 0 'LPRVWULDPR OD FRQGL]LRQH VXIILFLHQWH 6L VXSSRQJD FKH

Δ r = 0 SHU r = ( p + 1)..m H VLD

( )

Ξ p GRYH JOL HOHPHQWL GHO YHWWRUH FRORQQD GL Ξ p VRQR LQGLFDWL FRQ L p YDORUL ξ i SHU

i = (1.. p) XQD VROX]LRQH GHO VLVWHPD ULGRWWR &RPH GLPRVWUDWR QHOOD GLPRVWUD]LRQH GHOOD FRQGL]LRQH QHFHVVDULD YDOH OD VHJXHQWH UHOD]LRQH

Λ r = Δ r SHU r = ( p + 1)..m

GRYH Λ r LQGLFD OD PDWULFH ( p + 1) × ( p + 1) GHILQLWD LQ SUHFHGHQ]D 'DOOH LSRWHVL SRVWH VL GHGXFH

Δr = 0 Λr = 0 H TXLQGL

( )

n

a11

a12

.. a1 p

b1 − ¦ a1 j ξ j =1 n

a 21 Λ r = .. a p1

a 22

.. a 2 p

( )

b2 − ¦ a 2 j ξ j =1

.. a p2

..

..

.. a pp

n

..

ar 2

.. a rp

(VVHQGR L YDORUL GL

= 0 SHU r = ( p + 1)..m

j ∗

( )

br − ¦ a rj ξ j =1

j ∗

( )

b p − ¦ a pj ξ j =1 n

a r1

j ∗

j ∗

( )

Ξ p ξ i SHU i = (1.. p) XQD VROX]LRQH GHO VLVWHPD ULGRWWR L SULPL p WHUPLQL

GHOO·XOWLPD FRORQQD GL Λ r VRQR WXWWL QXOOL RVVLD

n

( )

bi − ¦ aij ξ j j =1

&Lz LPSOLFD

= 0 SHU i = 1.. p

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL

Λr =

a21 ..

a22 ..

.. a1 p .. a2 p .. ..

0 0 ..

a p1

a p 2 .. a pp

0

a r1

ar 2

a11

a12

= 0

( )

n

br − ¦ arj ξ j

.. arp

j =1

5LVROYHQGR WDOH GHWHUPLQDQWH FRPH VYLOXSSR VXOO·XOWLPD FRORQQD VL RWWLHQH n ª Λ r = «br − ¦ a rj ξ j =1 ¬

( ) º» A j ∗

¼

= 0 SHU r = ( p + 1)..m

3RLFKp

p

Ap ≠ 0 LQ TXDQWR GHWHUPLQDQWH GHO VLVWHPD ULGRWWR VHJXH n ª b − « r ¦ a rj ξ j =1 ¬

( ) º» = 0 ¦ a (ξ ) n

j ∗

¼

j ∗

rj

= br SHU r = ( p + 1)..m

j =1

2VVLD OD VROX]LRQH GHO VLVWHPD ULGRWWR YHULILFD DQFKH OH HTXD]LRQL HVFOXVH GD HVVR DSSDUWHQHQWL DO VLVWHPD FRPSOHWR LO TXDOH ULVXOWD TXLQGL FRPSDWLELOH

7HRUHPD GL &DSHOOL 8Q FULWHULR GL FRPSDWLELOLWj GL VLVWHPL OLQHDUL HTXLYDOHQWH DO 7HRUHPD GL 5RXFKq q IRUQLWR GDO 7HRUHPD GL &DSHOOL FKH DIIHUPD TXDQWR VHJXH FRQGL]LRQH QHFHVVDULD H VXIILFLHQWH SHU OD FRPSDWLELOLWj GL XQ VLVWHPD OLQHDUH AX = B q FKH p = ρ ( A) = ρ ( Ae ) GRYH FRQ ρ VL LQGLFD LO UDQJR H FRQ Ae OD PDWULFH FRVWLWXLWD GD

A D FXL YLHQH DJJLXQWD FRPH XOWLPD

FRORQQD OD FRORQQD GHL WHUPLQL QRWL B FRPH GL VHJXLWR ULSRUWDWR

§ a11 ¨ ¨ a21 Ae = ¨ a31 ¨ ¨ .. ¨a © m1

a12 a21

.. a1n .. a2 n

a32

.. a3n

.. am 2

.. .. .. a mn

'LPRVWULDPR OD FRQGL]LRQH VXIILFLHQWH 6H ρ ( A) = ρ ( Ae ) WXWWL L PLQRUL GL RUGLQH ( p + 1) GL

b1 · ¸ b2 ¸ b3 ¸ ¸ .. ¸ bm ¸¹

Ae KDQQR GHWHUPLQDQWH QXOOR H WUD WDOL PLQRUL YL VRQR DQFKH OH PDWULFL HVWHVH Δ r FRPH VL HYLQFH IDFLOPHQWH GDOOD VWUXWWXUD GL Ae 3HUWDQWR SHU LO WHRUHPD GL 5RXFKq LO VLVWHPD AX = B ULVXOWD FRPSDWLELOH

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL 'LPRVWULDPR OD FRQGL]LRQH QHFHVVDULD 6L VXSSRQJD FKH LO VLVWHPD OLQHDUH AX

= B VLD FRPSDWLELOH H FKH p = ρ ( A) DOORUD WXWWL L PLQRUL GL

RUGLQH ( p + 1) HVWUDWWL GD Ae H FKH QRQ FRQWHQJRQR HOHPHQWL GHOO·XOWLPD FRORQQD RVVLD HOHPHQWL GL B VRQR DQFKH PLQRUL GL

A H TXLQGL KDQQR GHWHUPLQDQWH QXOOR LQ TXDQWR SHU LSRWHVL ρ ( A) = p

6L FRQVLGHULQR RUD L PLQRUL δ h GL RUGLQH ( p + 1) HVWUDWWL GD

Ae FKH FRQWHQJRQR HOHPHQWL GL B RVVLD

§ n − 1·§ m · ¸¸¨¨ ¸¸ LQ = ¨¨ © p ¹© p + 1¹ TXDQWR L ORUR HOHPHQWL SRVVRQR HVVHUH VFHOWL D JUXSSL GL p + 1 ULJKH VX XQ WRWDOH GL m ULJKH H p FRORQQH VX XQ WRWDOH GL n − 1 FRORQQH LQ TXDQWR XQD FRORQQD O·XOWLPD q ILVVDWD $OORUD VL KD GHOO·XOWLPD FRORQQD GL O·XOWLPD FRORQQD Ae WDOL PLQRUL VRQR LQ QXPHUR SDUL D n p

§ ah11 ¨ ¨ ah 21 δ h = ¨¨ .. ¨ ah p1 ¨a © h ( p+1)1

ah12 ah 22 ..

ah1 p ah 2 p ..

.. .. ..

ah p 2 .. ah pp ah ( p+1) 2 .. ah ( p+1) p

· ¸ ¸ ¸ SHU h = 1..n p ¸ bh p ¸ bh ( p+1) ¸¹ bh1 bh 2 ..

6YLOXSSDQGR LO GHWHUPLQDQWH GHO PLQRUH δ h VHFRQGR O·XOWLPD FRORQQD VL RWWLHQH p +1

δ h = ¦ ch i ( p+1)bhi i =1

GRYH ch i ( p +1) q FRPSOHPHQWR DOJHEULFR GL bhi RVVLD GHOO·LHVLPR WHUPLQH GHOOD FRORQQD ( p + 1) GHOOD PDWULFH δ h 6L RVVHUYL LQROWUH FKH ch i ( p +1) LQGLYLGXD LO GHWHUPLQDQWH GL XQ PLQRUH GL RUGLQH HVHPSLR QHO FDVR i =

p + 1 VL KD

ch ( p+1)( p+1) 2UD VH

p GHOOD PDWULFH A DG

§ ah11 ¨ ¨ ah 21 =¨ .. ¨ ¨ ah © p1

ah12 ah 22 .. ah p 2

.. ah1 p · ¸ .. ah 2 p ¸ .. .. ¸ ¸ .. ah pp ¸¹

δ h ≠ 0 GHYH HVLVWHUH TXDOFKH ch i ( p +1) ≠ 0 H FLz LPSOLFD O·HVLVWHQ]D GL XQ PLQRUH GL RUGLQH p

GHOOD PDWULFH A FRQ GHWHUPLQDQWH GLYHUVR GD ]HUR FKH SXz HVVHUH FRQVLGHUDWR FRPH PDWULFH GHL FRHIILFLHQWL GHO VLVWHPD GL XQ VLVWHPD ULGRWWR GHULYDWR GDO VLVWHPD FRPSOHWR AX = B &Lz VLJQLILFD TXLQGL FKH δ h FRLQFLGH FRQ XQD GHOOH PDWULFL HVWHVH GL WDOH VLVWHPD OH TXDOL KDQQR GHWHUPLQDQWH QXOOR LQ TXDQWR SHU LSRWHVL LO VLVWHPD FRPSOHWR q FRPSDWLELOH 3HUWDQWR VL KD

δ h = 0 SHU h = 1..n p $EELDPR GXQTXH GLPRVWUDWR FKH WXWWL L PLQRUL GL RUGLQH ( p + 1) GL Ae KDQQR GHWHUPLQDQWH QXOOR &RPH FRQVHJXHQ]D DQFKH WXWWL L PLQRUL GL RUGLQH VXSHULRUH KDQQR GHWHUPLQDQWH QXOOR LQ TXDQWR OR 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL VYLOXSSR GL WDOL GHWHUPLQDQWL VL SXz ULFRQGXUUH DOOD VRPPD GL GHWHUPLQDQWL GL RUGLQH ( p + 1) H TXLQGL QHFHVVDULDPHQWH ρ ( A) = ρ ( Ae )

6WUXWWXUD GL XQ VLVWHPD OLQHDUH QRQ QRUPDOH FRPSDWLELOH ,Q TXHVWR SDUDJUDIR YRJOLDQR DQDOL]]DUH OD VWUXWWXUD GHOOH HTXD]LRQL GL XQ 6/ QRQ QRUPDOH FRPSDWLELOH AX = B FRQ ρ ( A) = p $OO·LQL]LR GHO SDUDJUDIR DEELDPR HYLGHQ]LDWR LQ DOFXQL HVHPSL FKH VH OH HTXD]LRQL HVFOXVH GDO VLVWHPD ULGRWWR VRQR XQD FRPELQD]LRQH GL TXHOOH DSSDUWHQHQWL DO VLVWHPD ULGRWWR LO VLVWHPD FRPSOHWR q FRPSDWLELOH $GHVVR DSSOLFDQGR LO WHRUHPD GL 5RXFKq VL GLPRVWUD LPPHGLDWDPHQWH OD YDOLGLWj GL TXHVWD SURSULHWj QHO FDVR JHQHUDOH ,QIDWWL VH OH HTXD]LRQL HVFOXVH VRQR FRPELQD]LRQL OLQHDUL GL TXHOOH GHO VLVWHPD ULGRWWR O·XOWLPD ULJD GL RJQL PDWULFH HVWHVD Δ r q FRPELQD]LRQH OLQHDUH GHOOH DOWUH ULJKH H TXLQGL ULVXOWD Δ r = 0 GD FXL VHJXH SHU LO WHRUHPD GL 5RXFKq FKH LO 6/ q FRPSDWLELOH 6XSSRQLDPR RUD YLFHYHUVD FKH LO 6/ OLQHDUH QRQ QRUPDOH AX = B VLD FRPSDWLELOH H GLPRVWULDPR FKH OH HTXD]LRQL QRQ DSSDUWHQHQWL DO VLVWHPD ULGRWWR VRQR FRPELQD]LRQL OLQHDUL GL TXHOOH GHO VLVWHPD ∗

ULGRWWR FKH FRPH DO VROLWR VL VXSSRQH HVVHUH GDWR GD Ap X p = B GRYH

Ap LQGLFD LO PLQRUH FRVWLWXLWR

GDOOH SULPH

p ULJKH H GDOOD SULPH p FRORQQH GL A 6L LQGLFKL RUD FRQ Ω j OD VHJXHQWH PDWULFH GRYH L FRHIILFLHQWL VRQR TXHOOL GHOOD PDWULFH Ap H TXLQGL GHOOH HTXD]LRQL GHO VLVWHPD ULGRWWR

1DWXUDOPHQWH

§ a11 ¨ ¨ a21 Ω j = ¨ .. ¨ ¨ a p1 ¨a © j1

a12 a22 ..

b1 · ¸ b2 ¸ .. ¸ FRQ j = 1.. p ¸ bp ¸ b j ¸¹

.. a1 p .. a2 p ..

..

a p 2 .. a pp a j 2 .. a jp

Ω j = 0 ∀j LQ TXDQWR O·XOWLPD ULJD q XJXDOH DOOD j − esima ULJD

r = ( p + 1)..n LQ FXL (λ1 , λ2 ,...., λ p ) VRQR GHOOH TXDQWLWj QXPHULFKH YDULDELOL HG L FRHIILFLHQWL arj H br VRQR ULVSHWWLYDPHQWH L FRHIILFLHQWL HG LO WHUPLQH QRWR GHOOD r − esima HTXD]LRQH HVFOXVD GDO VLVWHPD ULGRWWR 6L GHILQLVFD RUD OD VHJXHQWH PDWULFH SHU

a11 a12 § ¨ a21 a22 ¨ ¨ .. .. Λr = ¨ a p1 a p2 ¨ p p ¨ ¨ ar1 − ¦λ j a j1 ar 2 − ¦λ j a j 2 ¨ j =1 j =1 ©

.. .. ..

a1 p a2 p ..

..

a pp p

.. arp − ¦λ j a jp j =1

9DOH TXDQWR VHJXH ULFRUGDQGR OH SURSULHWj GHL GHWHUPLQDQWL p

Λr = Δr + ¦λ j Ω j =1

3DJ

r

j

· ¸ ¸ ¸ ¸ bp ¸ p ¸ br − ¦λ j b j ¸¸ j =1 ¹ b1 b2 ..


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL GD FXL Λ r = Δ r Λ r = 0 SHU r

= ( p + 1)..n HVVHQGR LO VLVWHPD FRPSDWLELOH H YDOHQGR TXLQGL OH

FRQGL]LRQL GHO WHRUHPD GL 5RXFKq $QDOL]]LDPR RUD LO SULPL p WHUPLQL GHOO·XOWLPD ULJD GL Λ r p

p

p

ar1 − ¦ λ a j1 ar 2 − ¦ λ a j 2 arp − ¦ λ j a jp j

j =1

j

j =1

j =1

H YHGLDPR VH q SRVVLELOH GHWHUPLQDUH SDUWLFRODUL YDORUL GL (λ , λ ,...., λ ) FKH VLDQR VROX]LRQL GHO VHJXHQWH VLVWHPD p ­ ­ p j j °a r1 − λ a j1 = 0 ° ¦ λ a j1 = a r1 j =1 ° ° j =1 ° ° p p j ° a λ a 0 − = > @ ° r 2 °° ¦ λ j a j 2 = a r 2 j2 ® j =1 ® j =1 1

2

p

¦

¦

° °...... ° °a rp − ¯°

p

¦ λ j a jp j =1

=0

° °...... ° p ° ¦ λ j a jp = a rp ¯° j =1

7DOH VLVWHPD q XQ VLVWHPD TXDGUDWR FRPSDWLELOH LQ TXDQWR OD PDWULFH GHL FRHIILFLHQWL FRLQFLGH FRQ OD WUDVSRVWD GHOOD PDWULFH

Ap GHO VLVWHPD ULGRWWR 4XLQGL HVLVWH XQD VROX]LRQH XQLFD (λ1∗ , λ2∗ ,...., λ p∗ )

WDOH FKH OD PDWULFH Λ r SRVVD DVVXPHUH OD IRUPD

Λr

GD FXL HVVHQGR

§ a11 ¨ ¨ a21 ¨ .. =¨ ¨ a p1 ¨ ¨ 0 ¨ ©

a12 a22 .. a p2 0

.. a1 p .. a2 p .. .. .. a pp ..

0

· ¸ ¸ ¸ ¸ ¸ p ¸ br − ¦ λ j∗b j ¸¸ j =1 ¹ b1 b2 .. bp

Λ r = 0 VHJXH

Λr

a11

a12

.. a1 p

b1

a 21 .. = a p1

a 22 .. a p2

.. a 2 p .. .. .. a pp

b2 .. bp

=

p

0

0

..

0

br − ¦ λ j∗b j

j =1

a11 § · a 21 = ¨¨ br − ¦ λ j∗ b j ¸¸ j =1 © ¹ .. a n1 p

3DJ

a12 a 22

.. a1 p .. a 2 p

.. an2

.. .. .. a pp

=0


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL

a11

a12

.. a1 p

p · a21 § ∗ Λ r = ¨¨ br − ¦ λ j∗b j ¸¸ j =1 © ¹ .. an1

a22 ..

p .. a2 p § · = ¨¨ br − ¦ λ j∗b j ¸¸ Ap = 0 .. .. j =1 © ¹ .. a pp

an 2

(VVHQGR SHU LSRWHVL

Ap ≠ 0 VHJXH

§ ¨ ©

> @ ¨ b − r

· ¸ ¹

p

¦ λ j∗b j ¸ = 0 br = j =1

p

¦ λ j∗ b j j =1

$ TXHVWR SXQWR ULVXOWD FRQVLGHUDQGR OD r − esima HTXD]LRQH HVFOXVD GDO VLVWHPD ULGRWWR VL KD > @

n

¦ ari x i = br =

i =1

p

¦ λ j∗ b j = j =1

p

§

n

·

n

© i =1

¹

i =1

§ p ¨ j =1 ©

· ¸ ¹

¦ λ j∗ ¨¨ ¦ a ji x i ¸¸ = ¦ x i ¨ ¦ a ji λ j∗ ¸ j =1

'DOOD > @ H GDOOD > @ DSSOLFDQGR L FULWHUL GL XJXDJOLDQ]D GHL SROLQRPL VHJXH SHU r RVVLD SHU RJQL HTXD]LRQH QRQ DSSDUWHQHQWH DO VLVWHPD ULGRWWR

= ( p + 1)..n

p

br = ¦ λ j∗b j j =1

· § p a ri = ¨¨ ¦ a ji λ j∗ ¸¸ © j =1 ¹

H FLz GLPRVWUD FKH QHL 6/ FRPSDWLELOL WDOL HTXD]LRQL VRQR WXWWH FRPELQD]LRQL OLQHDUL GHOOH HTXD]LRQL GHO 6/ ULGRWWR

&RQGL]LRQH GL DQQXOODPHQWR GHL GHWHUPLQDQWL 6DSSLDPR FKH XQD PDWULFH FRQ DOPHQR XQD ULJD FRORQQD FRPELQD]LRQH OLQHDUH GL DOWUH ULJKH FRORQQH GHOOD PDWULFH VWHVVD ULVXOWD DYHUH GHWHUPLQDQWH QXOOR 2UD SRVVLDPR DIIHUPDUH JUD]LH DO ULVXOWDWR GHO SDUDJUDIR SUHFHGHQWH FKH YDOH DQFKH LO YLFHYHUVD RVVLD VH XQD PDWULFH KD GHWHUPLQDQWH QXOOR QHFHVVDULDPHQWH HVVD GHYH DYHUH DOPHQR XQD ULJD FRORQQD HVSULPLELOH FRPH FRPELQD]LRQH OLQHDUH GL DOWUH ULJKH FRORQQH 3HU GLPRVWUDUH WDOH DIIHUPD]LRQH VL FRQVLGHUL XQD PDWULFH TXDGUDWD VLQJRODUH GL RUGLQH n

WDOH FKH ρ ( A) =

§ a11 ¨ ¨a A = ¨ 21 .. ¨ ¨a © n1

a12 a22 .. an 2

.. a1n · ¸ .. a2 n ¸ .. .. ¸ ¸ .. ann ¸¹

p < n H VLD Ap XQ PLQRUH QRQ VLQJRODUH GL RUGLQH p

$SSOLFDQGR JOL VWHVVL UDJLRQDPHQWL GHO SDUDJUDIR SUHFHGHQWH VL GHGXFH FKH L FRHIILFLHQWL GHOOH ULJKH QRQ DSSDUWHQHQWL D

A p VRQR FRPELQD]LRQL OLQHDUL GHOOH ULJKH GL Ap 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL

,QIDWWL VXSSRQLDPR FKH

Ap VLD FRVWLWXLWR GDOOH SULPH p ULJKH H GDOOH SULPH p FRORQQH GL A

GHQRPLQLDPR TXHVWR FDVR FRPH FDVR FDQRQLFR H FRQVLGHULDPR LO 6/ HVWHVR An −1 X = B FRVWUXLWR FRPH VHJXH • OD PDWULFH An −1 q XQD PDWULFH UHWWDQJRODUH GL GLPHQVLRQL n × (n − 1) FKH q RWWHQXWD GD A FRQ

O·HOLPLQD]LRQH GHOOD FRORQQD n − esima LO YHWWRUH GHL WHUPLQL QRWL B FRLQFLGH FRQ OD n − esima FRORQQD GL A

,O 6/ ULGRWWR DVVRFLDWR D 6/ HVWHVR An−1 X = B KD

A p FRPH PDWULFH GHL FRHIILFLHQWL HVVHQGR Ap DQFKH

XQ PLQRUH GL RUGLQH PDVVLPR GL An −1 VL RVVHUYL FKH ρ ( An −1 ) =

ρ ( A)

= ( p + 1)..n VRQR PLQRUL GL RUGLQH ( p + 1) GL A SHUWDQWR LO ORUR GHWHUPLQDQWH q QXOOR &Lz LPSOLFD FKH LO 6/ HVWHVR An−1 X = B ULVXOWD FRPSDWLELOH H

6L RVVHUYL RUD FKH WXWWH OH PDWULFL HVWHVH

Δ

r

FRQ r

TXLQGL FRPH GLPRVWUDWR QHO SUHFHGHQWH SDUDJUDIR OH HTXD]LRQL HVFOXVH GDO VLVWHPD ULGRWWR VRQR FRPELQD]LRQL OLQHDUL GHOOH HTXD]LRQL GHO VLVWHPD ULGRWWR H FLz LPSOLFD FKH OH ULJKH GHOOD PDWULFH A GDOOD ( p + 1) − esima DOOD n − esima ULVXOWDQR FRPELQD]LRQL OLQHDUH GHOOH SULPH p ULJKH RVVLD GHOOH ULJKH GL Ap 6XSSRQLDPR RUD FKH LO PLQRUH FRVWLWXLWR GDOOH SULPH p ULJKH H GDOOH SULPH p FRORQQH GL A DEELD GHWHUPLQDQWH QXOOR &RPH DEELDPR JLj LOOXVWUDWR q VHPSUH SRVVLELOH HIIHWWXDUH XQ ULRUGLQDPHQWR GHOOH ULJKH H GHOOH FRORQQH LQ PRGR GD ULFRQGXUFL DO FDVR FDQRQLFR RWWHQHQGR XQD QXRYD PDWULFH A0 FKH GLIIHULVFH GD A VROR SHU O·RUGLQH GHOOH ULJKH H GHOOH FRORQQH H TXLQGL DQFKH L GHWHUPLQDQWH GL A0 q QXOOR &RPH GLPRVWUDWR SUHFHGHQWHPHQWH A0 KD DOPHQR XQD ULJD FRORQQD FRPELQD]LRQH OLQHDUH GHOOH DOWUH H SRLFKp HIIHWWXDQGR LO ULRUGLQDPHQWR LQYHUVR DO SUHFHGHQWH VL ULRWWLHQH TXHVW·XOWLPD PDWULFH KD DOPHQR XQD ULJD FRORQQD FRPELQD]LRQH OLQHDUH GHOOH DOWUH

A DQFKH

3HU PDJJLRUH FKLDUH]]D YHGLDPR XQ HVHPSLR FRQ XQD PDWULFH TXDGUDWD GL RUGLQH 5 LQ FXL OH OHWWHUH UDSSUHVHQWDQR JHQHULFL YDORUL QXPHULFL

v1

v2

v3

v4

v5

w1 A = a1

w2 a2

w3 0

w4 0

w5 0

b1

b2

0

0

0

c1

c2

0

0

0

A = 0 FRPH VL YHULILFD VYLOXSSDQGR LO GHWHUPLQDQWH VHFRQGR O·XOWLPD FRORQQD

w1 a A = v5 1 b1 c1

w2 a2 b2 c2

w3 0 0 0

v1 w4 a 0 − w5 1 b1 0 c1 0

a1 = v5 w4 b1 c1

a2 b2 c2

3DJ

v2 a2 b2 c2

v3 0 0 0

v4 0 = 0 0

a1 0 0 − v4 w5 b1 c1 0

a2 b2 c2

0 0 =0 0


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL ,QROWUH ρ ( A) = 4 LO TXDQWR LO VHJXHQWH PLQRUH q QRQ VLQJRODUH

A4 =

v1

v2

v3

v4

w1

w2

w3

w4

a1

a2

0

0

b1

b2

0

0

·§ x1 · § v5 · ¸¨ 2 ¸ ¨ ¸ ¸¨ x ¸ ¨ w5 ¸ ¸¨ x 3 ¸ = ¨ 0 ¸ ¸¨ ¸ ¨ ¸ ¸¨ x 4 ¸ ¨ 0 ¸ ¸¨ 5 ¸ ¨ ¸ ¹© x ¹ © 0 ¹

3RVVLDPR RUD FRQVLGHUDUH LO 6/ HVWHVR VHJXHQWH

§ v1 ¨ ¨ w1 ¨a ¨ 1 ¨ b1 ¨ © c1

v2

v3

v4

w2 a2

w3 0

w4 0

b2

0

0

c2

0

0

LQ FXL O·XOWLPD FRORQQD GHOOD PDWULFH GL

A q YLVWD FRPH FRORQQD GHL WHUPLQL QRWL 6L RVVHUYL FKH q VWDWD WROWD WDOH FRORQQD SRLFKp q TXHOOD FKH QRQ DSSDUWLHQH DO PLQRUH A4 FKH VHUYH SHU GHWHUPLQDUH LO 6/ ULGRWWR

§ v1 ¨ ¨w A4 X 4 = ¨ 1 a ¨ 1 ¨b © 1

v2

v3

w2

w3

a2

0

b2

0

v4 ·§ x1 · § v1 · ¸¨ ¸ ¨ ¸ w4 ¸¨ x 2 ¸ ¨ w2 ¸ = 0 ¸¨ x 3 ¸ ¨ 0 ¸ ¸¨ ¸ ¨ ¸ 0 ¸¹¨© x 4 ¸¹ ¨© 0 ¸¹

2UD OD PDWULFH HVWHVD Δ 5 FRLQFLGH HVDWWDPHQWH FRQ OD PDWULFH

A H SHUWDQWR Δ 5 = 0 H GXQTXH SHU LO

WHRUHPD GL 5RXFKq LO 6/ HVWHVR q FRPSDWLELOH SHU TXDQWR GLPRVWUDWD LQ SUHFHGHQ]D L FRHIILFLHQWL HG LO WHUPLQH QRWR GHOO·HTXD]LRQH HVFOXVD GDO 6/ ULGRWWR ULVXOWDQR FRPELQD]LRQH OLQHDUH GHOOH DOWUH HTXD]LRQH RVVLD OD TXLQWD ULJD GHOOD PDWULFH A q FRPELQD]LRQH OLQHDUH GHOOH DOWUH TXDWWUR 3HU GHWHUPLQDUH HVSOLFLWDPHQWH WDOH FRPELQD]LRQH q VXIILFLHQWH DSSOLFDUH LO 6/ GL FXL DOOD > @ LQ FXL

(λ1 , λ2 , λ3 , λ4 ) LQGLYLGXDQR L FRHIILFLHQWL GHOOD FRPELQD]LRQH

§ v1 ¨ ¨v T A 4 Γ4 = ¨ 2 v ¨ 3 ¨v © 4

w1

a1

w2

a2

w3

0

w4

0

FKH SXz HVVHUH ULVROWR FRQ OD UHJROD GL &UDPHU 9HGLDPR XQ HVHPSLR QXPHULFR GHO FDVR SUHFHGHQWH

3DJ

b1 ·§ λ1 · § c1 · ¸¨ ¸ ¨ ¸ b2 ¸¨ λ2 ¸ ¨ c2 ¸ = 0 ¸¨ λ3 ¸ ¨ 0 ¸ ¸¨ ¸ ¨ ¸ 0 ¸¹¨© λ4 ¸¹ ¨© 0 ¸¹


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL

1 1 A= 1 1 2

1 1 1 2

1 1 0 0

1 2 0 0

1 §1 ¨ 1 ¨1 0 A4 = ¨ 1 ¨ 0 ¨1 © 5 0 0 0

1 1 1· ¸ 1 1 2¸ 1 0 0¸ ¸ 2 0 0 ¸¹

§1 ¨ ¨1 T A 4 Γ4 = ¨ 1 ¨ ¨1 ©

1 1 1 ·§ λ1 · § 2 · ¸¨ ¸ ¨ ¸ 1 1 2 ¸¨ λ2 ¸ ¨ 3 ¸ = 1 0 0 ¸¨ λ3 ¸ ¨ 0 ¸ ¸¨ ¸ ¨ ¸ 2 0 0 ¸¹¨© λ4 ¸¹ ¨© 0 ¸¹

1 1 1 1

A

T

1 1 1 1 1 1 1 1 1 1 1 1 2 = = −1 1 0 + 21 1 0 = 1 1 0 = 1 1 0 0 1 2 0 1 2 0 1 2 0 1 2 0 0

4

=

1 1 1 2

= 2 −1 = 1

$SSOLFDQGR OD UHJROD GL &UDPHU

λ1 = •

1 AT 4

2 5 0 0

1 1 1 2

1 1 0 0

1 1 1 2 1 1 1 2 = 2 1 0 0 − 51 0 0 = 0 2 0 0 2 0 0 0 =2 2

1 1 1 λ2 = T A 4 1 • 1

2 5 0

0 0 0 0 −5 =0 0 0 0 0

1 1 1 5 1 1 1 2 = − 1 0 0 + 21 0 0 0 0 0 1 0 0

0

= −1

2 0 0

1 0= 0

0 0 0 0 +2 =0 0 0 0 0

1 1

2

1 1 1 λ = T A 4 1 1 • 1 2

5 0 0

3

= −5

1

1 1 5 1 1 2 = −1 1 0 + 21 1 0 1 2 0 1 2 0

2 0 = 0

1 1 1 1 +2 2 = 5(2 − 1) + 2 2 (2 − 1) = 2 2 − 5 1 2 1 2 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL

1 1 1

2

1 1 1 1 1 1 5 = − 2 1 1 0 + 51 1 0 = 0 1 2 0 1 2 0 0

1 1 1 1 λ = T A 4 1 1 0 • 1 2 0 4

1 1 1 1 1 = (5 − 2 ) 1 1 0 = (5 − 2 ) = (5 − 2 ) 1 2 1 2 0

2 ,5,0,0) GL A q GDWD GDOOD WHU]D ULJD (1,1, ,0,0) SUHPROWLSOLFDWD

6L RWWLHQH GXQTXH FKH OD TXLQWD ULJD (

SHU 2 2 − 5 VRPPDWD DOOD TXDUWD ULJD (1,2,0,0) SUHPROWLSOLFDWD SHU 5 − ,QIDWWL

(

2

)

2 ,5,0,0 = (2 2 − 5)(1,1, ,0,0) + (5 − 2 )(1,2,0,0)

( 2 ,0,0)

)

(2 2 − 5)(1,1, ,0,0) + (5 − 2 )(1,2,0,0) = 2 2 − 5,2 2 − 5, ,0,0 +

(

+ 5 − 2 ,10 + 2

(2 2 − 5)(1,1, ,0,0) + (5 − 2 )(1,2,0,0) =

(

= 2 2 − 5 + 5 − 2 ,2 2 − 5 + 10 + 2 2 , ,0,0

(2 2 − 5)(1,1, ,0,0) + (5 − 2 )(1,2,0,0) =

(

)

)

2 ,5,0,0

6LVWHPL /LQHDUL 2PRJHQHL , 6LVWHPL /LQHDUL LQ FXL LO YHWWRUH FRORQQD GHL WHUPLQL KD WXWWH OH FRPSRQHQWL QXOOH RVVLD L 6/ GHO WLSR

­a11 x1 + a12 x 2 + ...... + a1n x n = 0 ° 1 2 n °a21 x + a22 x + ...... + a2 n x = 0 ® °........................................... °a x1 + a x 2 + ...... + a x n = 0 m2 mn ¯ m1

VRQR GHWWR 6LVWHPL /LQHDUL 2PRJHQHL LQGLFDWL QHO VHJXLWR FRQ O·DFURQLPR 6/2 8QD FDUDWWHULVWLFD IRQGDPHQWDOH GHJOL 6/2 q TXHOOD GL HVVHUH VHPSUH FRPSDWLELOL LQ TXDQWR DPPHWWRQR DOPHQR XQD VROX]LRQH H SUHFLVDPHQWH OD VROX]LRQH QXOOD GDWD GD

x1 = x 2 = x 3 = ..... = x n = 0 FRPH IDFLOPHQWH VL YHULILFD PHWWHQGR WXWWL ]HUL DO SRVWR GHOOH LQFRJQLWH

QHO 6/ VRSUD ULSRUWDWR /D VROX]LRQH GL XQ 6/2 GLYHUVH GDOOD VROX]LRQH QXOOD YHQJRQR GHQRPLQDWH DXWRVROX]LRQL 'HWWD A OD PDWULFH GHL FRHIILFLHQWL GL XQ 6/ OH DXWRVROX]LRQL HVLVWRQR VH H VROR VH ρ ( A) < n

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL •

•

VLD QHO FDVR TXDGUDWR GL n HTXD]LRQL LQ n LQFRJQLWH LQ FXL TXLQGL OD PDWULFH A ULVXOWD VLQJRODUH VLD QHO FDVR UHWWDQJRODUH GL m HTXD]LRQL LQ n LQFRJQLWH FRQ n < m

0HWRGR GL 5LVROX]LRQH GL *DXVV 1HO SUHVHQWH SDUDJUDIR VL DFFHQQD DO PHWRGR GL *DXVV XWLOL]]DWR SHU OD VROX]LRQH GHL 6LVWHPL /LQHDUH TXDGUDWL WDOH PHWRGR LQROWUH SXz HVVHUH DQFKH DSSOLFDWR DL 6/ UHWWDQJRODUL QHO VHQVR FKH GRSR DYHUH YHULILFDWR OD FRPSDWLELOLWj VL SXz XWLOL]]DUH VXO 6/ ULGRWWR DVVRFLDWR 6L FRQVLGHUL GXQTXH LO VHJXHQWH 6/

RSSXUH LQ WHUPLQL PDWULFLDOH

­a11 x 1 + a12 x 2 + ...... + a1n x n = b1 ° n 1 2 °a 21 x + a 22 x + ...... + a 2 n x = b2 ® .......... .......... .......... .......... ... ° °a x1 + a x 2 + ...... + a x n = b n2 nn n ¯ n1

AX = B

FRQ LO VROLWR VLJQLILFDWR GHL VLPEROL PDWULFLDOH ULSRUWDWL 6XSSRQLDPR FKH LO WHUPLQH a11 VLD GLYHUVR GD ]HUR H VL HVHJXDQR L VHJXHQWL SDVVL • GLYLVLRQH GHOOD SULPD HTXD]LRQH SHU LO WHUPLQH a11

a21 a11

•

VRWWUD]LRQH GDOOD VHFRQGD HTXD]LRQH GHOOD SULPD PROWLSOLFDWD SHU LO WHUPLQH

•

VRWWUD]LRQH GDOOD WHU]D HTXD]LRQH GHOOD SULPD PROWLSOLFDWD SHU LO WHUPLQH

• • •

«« «« ««

•

VRWWUD]LRQH GDOOD n − sima HTXD]LRQH GHOOD SULPD PROWLSOLFDWD SHU LO WHUPLQH

,Q VRVWDQ]D DOOD JHQHULFD HTXD]LRQH k − esima SHU RJQL (k

( ak 2 − ak 1

a31 a11

an1 a11

= 2..n) VL VRVWLWXLVFH O·HTXD]LRQH

a a a12 2 b ) x + (ak 3 − ak1 13 ) x 3 + ....... + (akn − ak1 1n ) x n = bk − ak1 1 a11 a11 a11 a11 1

LQ PRGR GD HOLPLQDUH LQ WXWWH OH HTXD]LRQL VXFFHVVLYH DOOD SULPD LO WHUPLQH LQ FXL q SUHVHQWH x 6L SRQJDQR RUD OH VHJXHQWL GHILQL]LRQL •

a1 j

•

akj′

(1)

( 2)

=

a1 j a11

SHU ( j

= akj − ak 1

= 1..n)

a1 j a11

SHU ( j

= 1..n) (k = 2..n)

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL

(1)

=

b1 a11

•

b1

•

(k ) bk′ = bk − ak1

b1 SHU (k = 2..n) a11

&RQ TXHVWD QRPHQFODWXUD VL SDVVD DO 6/ VRWWR ULSRUWDWR FKH q HTXLYDOHQWH D TXHOOR GHOO·LQL]LR GL 1

SDUDJUDIR PD QRQ SUHVHQWD WHUPLQL FRQWHQHQWL x QHOOH HTXD]LRQL VXFFHVVLYH DOOD SULPD

­ x1 + a12 (1) x 2 + a13(1) x 3 ...... + a1n (1) x n = b1(1) ° (2) 2 ′ x + a23 ′ ( 2) x 3 + ...... + a2′ n ( 2) x n = b2′ ( 2) °a22 ® °................................................................ °a′ ( 2 ) x 2 + a′ ( 2) x 3 ...... + a′ ( 2 ) x n = b′ ( 2) n3 nn n ¯ n2

′ 6XSSRQLDPR DQFKH LQ TXHVWR FDVR FKH LO WHUPLQH a22 SHU

j = 2..n H b2

( 2)

=

( 2)

VLD GLYHUVR GD ]HUR H SRQLDPR a2 j

( 2)

=

a2′ j

(2)

′ a22

( 2)

(2) b2′ LO SUHFHGHQWH 6/ DVVXPH OD VHJXHQWH IRUPD a22

­ x1 + a12 (1) x 2 + a13(1) x 3 ...... + a1n (1) x n = b1(1) ° 2 ( 2) 3 ( 2) n ( 2) ° x + a23 x + ...... + a2 n x = b2 ® .......... .......... .......... .......... .......... .......... .... ° °a′ ( 2) x 2 + a′ ( 2) x 3 ...... + a′ ( 2) x n = b′ ( 2) n3 nn n ¯ n2

,WHULDPR RUD LO SURFHGLPHQWR SUHFHGHQWH FRQVLGHUDQGR VROR OH HTXD]LRQL GDOOD VHFRQGD LQ SRL TXLQGL HVFOXGHQGR OD SULPD HTXD]LRQH FKH ULPDQH LQYDULDWD H IDFHQGR JLRFDUH DOOD VHFRQGD HTXD]LRQH LO UXROR FKH LQ SUHFHGHQ]D JLRFDYD OD SULPD HTXD]LRQH VL RWWLHQH FRV· XQ 6/ LQ FXL GDOOD WHU]D HTXD]LRQH LQ SRL

x1 H x 2 LQ VRVWDQ]D VL RSHUD VXO 6/ TXDGUDWR GL (n − 1) LQFRJQLWH TXHOOH GDOOD VHFRQGD DOOD n − esima LQ (n − 1) HTXD]LRQL DQFKH LQ TXHVWR FDVR GDOOD VHFRQGD DOOD n − esima HTXD]LRQH QRQ FL VRQR L WHUPLQL FRQ

7DOH PHWRGR GL HOLPLQD]LRQH GHOOH YDULDELOL SXz HVVHUH LWHUDWR ILQR DOO·DSSOLFD]LRQH VXOO·HTXD]LRQH (n − 1) − esima RWWHQHQGR XQ VLVWHPD OLQHDUH GHO WLSR

­ x1 + a12 (1) x 2 + a13 (1) x 3 ...... + a1n (1) x n = b1(1) ° ( 2) ( 2) ( 2) ° x 2 + a23 x 3 + ...... + a2 n x n = b2 ° ®................................................................ ° ( n −1) ( n −1) x n−1 + a( n−1) n x n = bn−1 ° (n) ° x n = bn ¯

x n q GDWR GDOO·XOWLPD HTXD]LRQH n−1 WDOH YDORUH VRVWLWXLWR QHOOD HTXD]LRQH (n − 1) − esima SHUPHWWH GL RWWHQHUH x H FRVL YLD SHU OH DOWUH $ TXHVWR SXQWR LO 6/ q IDFLOPHQWH ULVROYLELOH LQ TXDQWR LO YDORUH GL

LQFRJQLWH RWWHQHQGR XQD VROX]LRQH XQLFD 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL 6L SXz YHULILFDUH LO FDVR FKH DO JHQHULFR SDVVR k ≤ n − 1 OH ULPDQHQWL HTXD]LRQL VRQR WXWWH QXOOH DOORUD VH • L WHUPLQL QRWL GL WDOL HTXD]LRQL VRQR GLYHUVL GD ]HUR LO 6/ ULVXOWD FKLDUDPHQWH LQFRPSDWLELOH •

L WHUPLQL QRWL VRQR QXOOL LO 6/ DPPHWWH ∞

n− k

VROX]LRQL

6WUXWWXUD GHL 3LYRW $EELDPR YLVWR QHO PHWRGR GL *DXVV OD QHFHVVLWj GL GLYLGHUH OH HTXD]LRQL SHU GHL FRHIILFLHQWL ,Q SDUWLFRODUH •

a11 q LO FRHIILFLHQWH GL x1 FRQ FXL VL GLYLGH OD SULPD HTXD]LRQH

′ q LO FRHIILFLHQWH GL x 2 FRQ FXL VL GLYLGH OD VHFRQGD HTXD]LRQH a22

′ LQ JHQHUDOH akk

( 2)

(k )

q LO FRHIILFLHQWH GL

x k FRQ FXL VL GLYLGH OD k − esima HTXD]LRQH FRQ

k = 1..(n − 1) 7DOL FRHIILFLHQWL GL GLYLVLRQH YHQJRQR GHQRPLQDWL 3LYRWV QHO SDUDJUDIR SUHFHGHQWH DEELDPR VHPSUH VXSSRVWR FKH L SLYRWV IRVVHUR GLYHUVL GD ]HUR SRLFKp LQ FDVR FRQWUDULR QRQ VDUHEEH VWDWR SRVVLELOH HVHJXLUH OH GLYLVLRQL 0DQWHQHQGR DQFRUD YDOLGD WDOH LSRWHVL YHGLDPR L OHJDPL WUD L SLYRWV HG L FRHIILFLHQWL GHOOD PDWULFH A • a11 q LO SULPR SLYRW H FRLQFLGH FRQ LO GHWHUPLQDQWH GHO PLQRUH SULQFLSDOH SULPDULR A1 SHUWDQWR a11 = A1

′ a22

(2)

a a a − a21a12 ′ ( 2) = 22 11 = a22 − a21 12 a22 a11 a11

SRLFKp LO QXPHUDWRUH GHOOD SUHFHGHQWH HVSUHVVLRQH q GDWR GDO GHWHUPLQDQWH GHO PLQRUH SULQFLSDOH SULPDULR A2 VL KD

′ a22 •

′ a33

( 3)

( 2)

=

A2 A1

q LO WHU]R SLYRW LQ TXHVWR FDVR FRQYLHQH UDJLRQDUH LQ PRGR GLYHUVR ULVSHWWR DL GXH SXQWL

SUHFHGHQWL &RQFHQWULDPRFL VROR VXOOH SULPH WUH HTXD]LRQL GHO 6/ AX

n ­ 1 2 3 a x a x a x b a1i x i + + = − ¦ 12 13 1 ° 11 i =4 ° n ° 1 2 3 i ®a21 x + a22 x + a23 x = b2 − ¦ a2i x i=4 ° n ° 1 2 3 a x a x a x b a3i x i + + = − ° 31 ¦ 32 33 3 i =4 ¯

= B

6WLDPR FRQVLGHUDQGR GXQTXH XQ 6/ ULGRWWR LQ FXL OD PDWULFH GHL FRHIILFLHQWL q GDWD GHO WHU]R PLQRUH SULQFLSDOH A3 GL A 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL $SSOLFDQGR OD UHJROD GL &UDPHU VL RWWLHQH n

b1 − ¦ a1i xi

a11 a12

i =4

n n A 1 x = a21 a22 b2 − ¦ a2i xi = 2 (b3 − ¦ a3i xi ) − A3 A3 i =4 i =4 3

n

a31 a32 b3 − ¦ a3i xi i =4

− 'D FLz VHJXH

n n a11 a12 1 a21 a22 1 (b2 − ¦ a2i xi ) + (b1 − ¦ a1i xi ) a31 a32 A3 a31 a32 A3 i =4 i =4

A3 3 n 1 x + ¦ a3i x i = b3 − A2 A2 i =4

n ª§ · a â‹… Ǭ b2 − ¦ a 2i x i ¸ â‹… 11 i =4 ¹ a 21 ©

n § · a + ¨ b1 − ¦ a1i x i ¸ â‹… 21 i=4 © ¹ a31

a12 a 22

a 22 º » a32 ¼

6L RVVHUYL RUD FKH O·DSSOLFD]LRQH GHO PHWRGR GL *DXVV QHL SULPL GXH SDVVL SRUWD DOOD GHWHUPLQD]LRQH GL

′ x 3 + ...... + a3′ n x n = b3 a33 ( 3)

( 3)

( 3)

3

3

H TXLQGL DOOD GHWHUPLQD]LRQH GHOOD LQFRJQLWD x 6LFFRPH LO YDORUH GL x q XQLFR VHJXH

′ a33

( 3)

A3

=

A2

$SSOLFDQGR OR VWHVVR UDJLRQDPHQWR GHO SXQWR SUHFHGHQWH DO FDVR JHQHULFR RVVLD DO FDVR LQ FXL VL

′ FRQVLGHUD LO SLYRW akk

(k )

H TXLQGL VL FRQVLGHUD XQ 6/ ULGRWWR FRQ PDWULFH GHL FRHIILFLHQWL DO

k − esimo PLQRUH SULQFLSDOH SULPDULR Ak GL A VL GHGXFH FKH

′ > @ akk

(k )

=

Ak Ak −1

SHU k = 2..n

0HQWUH VL ULFRUGD FKH

′ a11

(1)

= a11 = A1

7XWWR LO GLVFRUVR ILQRUD VYLOXSSDWR YDOH QHOO·LSRWHVL GL DYHUH DG RJQL SDVVR L SLYRWV GLYHUVL GD ]HUR RVVLD DSSOLFDQGR OD > @ QHO FDVR LQ GL WXWWL L PLQRUL SULQFLSDOL SULPDUL GL A ULVXOWDQR QRQ VLQJRODUL GRYH SHU PLQRUL SULQFLSDOL SULPDUL GL XQD PDWULFH A VL LQWHQGRQR OH VHJXHQWL TXDQWLWj

A1 = a11 «« Ak =

a11

a12

.. a1k

a 21 ..

a 22 ..

.. a 2 k PLQRUH SULQFLSDOH GL RUGLQH k = 1..n .. ..

a k1

ak 2

.. a kk

6H TXDOFKH PLQRUL SULQFLSDOL SULPDULR ULVXOWD HVVHUH VLQJRODUH QRQ YDOJRQR SL OH UHOD]LRQL HVSUHVVH GDOOD> @ FRPXQTXH q SRVVLELOH DSSOLFDUH VHPSUH LO PHWRGR GL *DXVV HVHJXHQGR XQR 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL

′ VFDPELR GHOOH HTXD]LRQL &RVu VH DUULYDWL DO SDVVR k LO WHUPLQH akk

(k )

q QXOOR VL VFDPELD OD

k − esima HTXD]LRQH FRQ XQD VXFFHVVLYD FKH KD LO FRHIILFLHQWH GL x k GLYHUVR GD ]HUR VH VXSSRQLDPR FKH WDOH HTXD]LRQH VLD OD r − esima FRQ r > k FLz LPSOLFD FKH QHOOD PDWULFH A OD ULJD k q VWDWD VRVWLWXLWD GDOOD ULJD r H YLFHYHUVD 7DOH VFDPELR VL RWWLHQH VHPSOLFHPHQWH SUHPROWLSOLFDQGR A FRQ XQD PDWULFH P GL SHUPXWD]LRQH FRVWUXLWD FRPH VHJXH • OD ULJD k KD WXWWL ]HUL DG HVFOXVLRQH GHOOD WHUPLQH QHO SRVWR r FKH q XJXDOH DG XQR • OD ULJD r KD WXWWL ]HUL DG HVFOXVLRQH GHOOD WHUPLQH QHO SRVWR k FKH q XJXDOH DG XQR • WXWWH OH DOWUH ULJKH KDQQR HOHPHQWL QXOOL DG HVFOXVLRQH GL TXHOOR DSSDUWHQHQWH DOOD GLDJRQDOH SULQFLSDOH FKH q SDUL DG XQR 6L RVVHUYL SHU LQFLVR FKH WDOH VFHOWD GHO SLYRW QHOOD SUDWLFD YLHQH HIIHWWXDWD QRQ VROR QHL FDVL LQ FXL L FRHIILFLHQWL ULVXOWDQR QXOOL PD DQFKH SHU GLPLQXLUH O·HUURUH GL DSSURVVLPD]LRQH QHL FDOFROL VYROWL ,QIDWW SRLFKp LO FRHIILFLHQWH SLYRWDOH YD D ILQLUH D GHQRPLQDWRUH RVVLD FRQ HVVR VL HVHJXH XQD GLYLVLRQH q QHFHVVDULR HYLWDUH FRHIILFLHQWL WURSSR YLFLQL DOOR ]HUR $ WDOH VFRSR DG RJQL SDVVR GHO PHWRGR GR *DXVV YLHQH FRPXQTXH HIIHWWXDWD XQD VFHOWD SLYRWDOH VFHJOLHQGR LO FRHIILFLHQWH PDJJLRUH /D VFHOWD SXz HVVHUH HIIHWWXDWD FRQ VFDPELR GL HTXD]LRQL FRPH LOOXVWUDWR LQ SUHFHGHQ]D R WUDPLWH ULQRPLQD]LRQH GHOOH YDULDELOL LQ TXHVWR FDVR OR VFDPELR DYYLHQH WUD OH FRORQQH H OD PDWULFH GL SHUPXWD]LRQH KD XQD VWUXWWXUD FKH VL FRVWUXLVFH FRPH QHO FDVR GL VFDPELR GL ULJKH VROR FKH QHOOD GHILQL]LRQH DO WHUPLQH ULJD VL GHYH VRVWLWXLUH LO WHUPLQH FRORQQD

/HJDPL WUD OH PDWULFL GHL FRHIILFLHQWL 1HO SUHVHQWH SDUDJUDIR VL YXROH HYLGHQ]LDUH LO OHJDPH WUD OD PDWULFH

A (n × n) GHO 6/ GL SDUWHQ]D

AX = B ­a11 x1 + a12 x 2 + ...... + a1n x n = b1 ° n 1 2 °a21 x + a22 x + ...... + a2 n x = b2 ® °........................................... °a x1 + a x 2 + ...... + a x n = b n2 nn n ¯ n1 * (*) H OD PDWULFH GHQRPLQDWD TS (n × n) GHL FRHIILFLHQWL GHO 6/ TS X = B

­ x1 + a12 (1) x 2 + a13 (1) x 3 ...... + a1n (1) x n = b1 (1) ° (2) (2) ( 2) ° x 2 + a 23 x 3 + ...... + a 2 n x n = b2 ° ®................................................................ ° ( n −1) n ( n −1) x n −1 + a ( n −1) n x = bn −1 ° (n) ° x n = bn ¯

RWWHQXWR GRSR OH WUDVIRUPD]LRQL HIIHWWXDWH GDOO·DSSOLFD]LRQH GHO PHWRGR GL *DXVV $ WDOH VFRSR RVVHUYLDPR FKH TS ULVXOWD HVVHUH XQD PDWULFH WULDQJRODUH VXSHULRUH FRQ L FRHIILFLHQWL GHOOD GLDJRQDOH SULQFLSDOL WXWWL SDUL DG XQR HG LQGLFKLDPR FRQ FKH LO JHQHULFR HOHPHQWR d ii FRLQFLGH FRQ LO SLYRW aii′

(i )

D p OD PDWULFH GLDJRQDOH (n × n) WDOH

GHOO·HTXD]LRQH i − esima 6XSSRQHQGR LQROWUH

FKH WXWWL L PLQRUL SULQFLSDOL SULPDUL GL A DEELDQR GHWHUPLQDQWH QRQ QXOOR LQ PRGR FKH OD VFHOWD GHL SLYRWV SRVVD HVVHUH HIIHWWXDWD VHQ]D PRGLILFD GHOO·RUGLQH GHOOH HTXD]LRQL H GHOOH LQFRJQLWH FHUFKLDPR

~

GL GHWHUPLQDUH OD PDWULFH A LQ PRGR FKH YDOJD OD VHJXHQWH VFRPSRVL]LRQH 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL

> @ A =

~ A D p TS

~

GRYH A ULVXOWD QHFHVVDULDPHQWH XQD PDWULFH (n × n)

~ X GHOOH LQFRJQLWH VL RWWLHQH AX = AD p Ts X H ~ (∗) (∗) (∗) ULFRUGDQGR FKH AX = B H TS X = B VHJXH B = A D p B $QDOL]]LDPR LO WHUPLQH D p B 0ROWLSOLFDQGR D GHVWUD OD > @ SHU LO YHWWRUH

§ a11 ¨ ¨ 0 ∗ Dp B = ¨ .. ¨¨ © 0

0 ′ (2) a22 .. 0

2UD VL RVVHUYL FKH •

b1

(1)

=

b1 (1) a11b1 = b1 a11

(1) (1) ·§ b1 · § a11b1 · ¨ ¸ ¨ ¸ ¸ ( 2) ( 2) ( 2) ′ b a b ¨ ¸ ¨ ¸ ¸ 2 22 2 = ¨ ¸ ¨ ¸ ¸ .. .. ¸ ¸ ¨ ¸¨ (n) .. a nn ¸¹¨© bn ( n ) ¸¹ ¨© a nn ( n ) bn ( n ) ¸¹

.. .. ..

0 0 ..

( 2)

=

1 ′ ( 2) a 22

b3

( 3)

=

1 1 ( 2) ( 2) ( 2 ) b3 − a32 b2 = ( 3) ( 3) ′ ′ a33 a33

§ b b · ′ ( 2 )b2( 2 ) = b2 − a21 1 ¨¨ b2 − a 21 1 ¸¸ GD FXL a22 a11 ¹ a11 ©

b2

(

)

b3

( 3)

=

§ · b ¨¨ b3 − a31 1 − a32 ( 2 ) b2 ( 2 ) ¸¸ a11 © ¹

A2 ª b1 b ·º ( 2 ) a11 § ¨¨ b2 − a21 1 ¸¸» − a32 «b3 − a31 a11 A2 © a11 ¹»¼ A3 « ¬

A3

b3

( 3)

= b3 −

A2

§ · 1 ( 2) a11 a (2) a32 b2 − ¨¨ a31 − 11 a32 a21 ¸¸ b1 A2 A2 © ¹ a11

GRYH VL ULFRUGD FKH a32

( 2)

= a32 −

a12 a31 a11

3HU LO JHQHULFR k − esimo WHUPLQH YDOH

bk

(k )

=

(

)

Ak −1 ( k −1) ( k −1) bk − ak ( k −1)bk −1 SHU k = 2..n Ak

,Q VRVWDQ]D TXLQGL LO WHPLQH k − esimo ULVXOWD HVVHUH XQD FRPELQD]LRQH OLQHDUH GHL SULPL k WHUPLQL GHO YHWWRUH FRORQQD B RVVLD 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL

bk

(k )

k −1

= bk − ¦ χ j ( k ) b j j =1

GRYH χ

j

(k ) q XQD IXQ]LRQH GHL FRHIILFLHQWL GHO PLQRUH SULQFLSDOH SULPDULR

A j

'HWWR TXHVWR GREELDPR DOORUD ULVROYHUH OD VHJXHQWH HTXD]LRQH PDWULFLDOH B

~ = A D p B ∗ FKH LQ IRUPD

HVSOLFLWD q GDWD GD

§ b1 · § a~11 ¨ ¸ ¨~ ¨ b2 ¸ ¨ a 21 ¨ .. ¸ = ¨ a~31 ¨ ¸ ¨ ¨¨ .. ¸¸ ¨¨ ..~ © bn ¹ © an1 § a~11 ¨~ ¨ a21 ¨ a~31 ¨ ¨¨ ..~ © a n1

(1) a~12 .. a~1n ·§ a11b1 · ¨ ( 2 ) ( 2) ¸ ¸ ′ b2 ¸ a~22 .. a~2n ¸¨ a 22 ¸= a~32 .. a~3n ¸¨ .. ¨ ¸ ¸ .. .. ¸¨ .. .. ¸ a~n2 .. a~nn ¸¹¨© a nn ( n) bn ( n) ¸¹ b1 · § ¸ ¨ b 1 ¸ ¨ − b a 2 21 a~12 .. a~1n ·¨ a11 ¸ ¸ ¸ a~22 .. a~2n ¸¨ § · 1 ( 2) a11 a11 ( 2) ¸ ¨ ~ ~ ¨ ¸ − − − b a b a a a b a32 .. a3n ¸ 3 32 2 ¨ 31 A 32 21 ¸ a 11 ¸ A2 2 11 ¸¨ © ¹ .. .. ¸¨ ¸ .. ..... .. ~ ~ ¸ ¸ ¨ an 2 .. a nn ¹ n −1 ¸ ¨ bn − ¦ χ j ( n) b j ¸ ¨ j =1 ¹ ©

6YLOXSSDQGR L SURGRWWL PDWULFLDOL VL KD •

n −1 · § § b · b1 = a~11b1 + a~12 ¨¨ b2 − a21 1 ¸¸ + .... + a~1n ¨¨ bn − ¦ χ j ( n )b j ¸¸ a11 ¹ j =1 © © ¹

'DO FRQIURQWR WUD LO SULPR HG LO VHFRQGR PHPEUR SRVVLDPR SRUUH a~12 = a~13 = ....... = a~1n = 0 GD FXL a~11 = 1 •

n −1 § · § b · b2 = a~21b1 + a~22 ¨¨ b2 − a21 1 ¸¸ + .... + a~2 n ¨¨ bn − ¦ χ j ( n )b j ¸¸ a11 ¹ j =1 © © ¹

'DO FRQIURQWR WUD LO SULPR HG LO VHFRQGR PHPEUR SRQHQGR a~23 = a~24 = ....... = a~2 n = 0 VHJXH

§ a · b2 = a~22 b2 + a~21 ¨¨ a~21 − 21 ¸¸b1 a11 ¹ © GD FXL

a a~21 = a21 21 a~22 = 1 a11

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL

ª § ·1 º ( 2) § b · a a (2) b3 = a~31b1 + a~32¨¨b2 −a21 1 ¸¸ + a~33«b3 − 11 a32 b2 −¨¨a31 − 11 a32 a21 ¸¸ b1 » + • a11 ¹ A2 A2 «¬ © © ¹ a11 »¼ n −1 § · + .... + a~2 n ¨¨ bn − ¦ χ j ( n ) b j ¸¸ j =1 © ¹ ~ ~ ~ = 0 a~ = 1 OD SUHFHGHQWH UHOD]LRQH SRQHQGR a34 = a35 = ....... = a 3n 33

VL ULGXFH D

§ · § ·1 a a b3 = b3 + ¨¨ a~32 − 11 a(2)32 ¸¸b2 − ¨¨ a~32a21 + a31 − a~31a11 − 11 a(2)32a21 ¸¸ b1 A2 A2 © ¹ © ¹ a11 GD FXL VL GHGXFH

· a a − a12 a31 a a § a a~32 = 11 a ( 2 ) 32 = 11 ¨¨ a32 − 12 a31 ¸¸ = 11 32 A2 A2 © a11 ¹ a11a22 − a12 a21

§~ · ¨ a32 a21 + a31 − a~31a11 − a11 a ( 2) 32 a21 ¸ 1 b1 = 0 ¨ ¸a A2 © ¹ 11

a11 ( 2 ) a a 32 a21 + a31 − a~31a11 − 11 a ( 2 ) 32 a21 = 0 A2 A2

a a~31 = 31 a11 • • • • •

«« «« «« ««

•

n −1 § · § b · bn = a~n1b1 + a~n 2 ¨¨ b2 − a21 1 ¸¸ + .... + a~nn ¨¨ bn − ¦ χ j ( n )b j ¸¸ a11 ¹ j =1 © © ¹

n

n

bn = a~nn bn − ¦ χ 1( j ) b1 − ..... − ¦ χ n−1( j )bn −1 j =1

j =1

n −1

n

bn = a~nn bn − ¦¦ χ k ( j ) bk k =1 j =1

'DO FRQIURQWR WUD LO SULPR HG LO VHFRQGR PHPEUR VHJXH n

a~nn = 1 a~nk = ¦ χ k ( j ) SHU k = 1..(n − 1) j =k

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL

~

,Q VRVWDQ]D TXLQGL OD PDWULFH A q XQD PDWULFH WULDQJRODUH LQIHULRUH FRQ L WHUPLQL GHOOD GLDJRQDOH SULQFLSDOH WXWWL XJXDOL DG XQR H JOL DOWUL WHUPLQL QRQ QXOOL IXQ]LRQH GHL FRHIILFLHQWL GL A ,Q IRUPD HVSOLFLWD VL KD GXQTXH

§ 1 ¨ a21 ¨ ~ ¨ a11 A= ¨ .. ¨ n 1 ¨ ¦ χ ( j) © j =k

0 1 n

..

¦χ

2

( j)

j =k

.. 0 · ¸ .. 0 ¸ ¸ .. .. ¸ ¸ .. 1 ¸ ¹

3RVVLDPR GXQTXH FRQFOXGHUH FKH SUHVD XQD PDWULFH TXDGUDWD (n × n) QHOO·LSRWHVL LQ FXL WXWWL L VXRL PLQRUL SULQFLSDOL SULPDUL VLDQR QRQ VLQJRODUL RVVLD D GHWHUPLQDQWH GLYHUVR GD ]HUR YDOH OD VFRPSRVL]LRQH VHJXHQWH

~ A = AD pTS

GRYH •

~ A q XQD PDWULFH WULDQJRODUH LQIHULRUH TXDGUDWD (n × n) FRQ L FRHIILFLHQWL GHOOD GLDJRQDOH SULQFLSDOH SDUL DG XQR

D p q XQD PDWULFH GLDJRQDOH TXDGUDWD (n × n) FRQ LO FRHIILFLHQWH d11 = a11 HG LO FRHIILFLHQWH k − esimo d kk

=

Ak Ak −1

FRQ k = 2..n

TS q XQD PDWULFH WULDQJRODUH VXSHULRUH TXDGUDWD (n × n) FRQ L FRHIILFLHQWL GHOOD

GLDJRQDOH SULQFLSDOH SDUL DG XQR 7DOH VFRPSRVL]LRQH QRQ YDOH QHO FDVR LQ FXL QRQ VLD YHULILFDWD OD FRQGL]LRQH GL QRQ VLQJRODULWj VXL PLQRUL SULQFLSDOL SULPDUL RVVLD QHO FDVR LQ FXL QHOOD VFHOWD GHL SLYRWV RFFRUUH HIIHWWXDUH XQ ULRUGLQDPHQWR GHOOH HTXD]LRQL ,Q WDOH VLWXD]LRQH DEELDPR YLVWR FKH RFFRUUH HIIHWWXDUH GHOOH SHUPXWD]LRQL GL ULJD H GHWWD P OD PDWULFH GL SHUPXWD]LRQH YDOH

~ PA = A D pTS

(VHPSLR 9HGLDPR XQ HVHPSLR GL DSSOLFD]LRQH GHO PHWRGR GL *DXVV 6L FRQVLGHUL TXLQGL LO VHJXHQWH 6/

­2 x 1 + x 2 + 3 x 3 = 1 § 2 1 3· §1· ¨ ¸ ¨ ¸ ° 1 2 3 ®2 x + 5 x + x = 5 LQ FXL A = ¨ 2 5 1 ¸ B = ¨ 5 ¸ ° 1 ¨ 1 3 2¸ ¨ 2¸ 2 3 © ¹ © ¹ ¯ x + 3x + 2 x = 2 $SSOLFKLDPR LO PHWRGR GL *DXVV • SDVVR (OHPHQWR SLYRW a11 = 2

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL

­ 1 1 2 3 3 1 ­ 1 1 2 3 3 1 °x + 2 x + 2 x = 2 °x + 2 x + 2 x = 2 °° °° 2 3 4x 2 − 2x3 = 4 ®(5 − 1) x + (1 − 3) x = 5 − 1 ® ° ° 1 3 1 5 2 1 3 3 °(3 − ) x 2 + (2 − ) x 3 = 2 − ° x + x = °¯ °¯ 2 2 2 2 2 2

• •

SDVVR (OHPHQWR SLYRW a′22

(2)

= 4

­ 1 1 2 3 3 1 ­ 1 1 2 3 3 1 °x + 2 x + 2 x = 2 °x + 2 x + 2 x = 2 ° ° 1 2 3 4 ° 2 °® x − x = x2 − x3 = 1 ® 2 4 4 ° ° 7 3 1 52 3 3 5 ° ° ( + )x = − x = −1 ° ° 4 2 24 2 2 ¯ ¯ •

SDVVR

′ (OHPHQWR SLYRW a33

( 3)

=

7 4

­ 1 1 2 3 3 1 ­ 1 1 2 3 3 1 °x + 2 x + 2 x = 2 °x + 2 x + 2 x = 2 ° ° 1 3 1 ° ° 2 x − x =1 ® x2 − x3 = 1 ® 2 2 ° ° 7 3 4 ° ° x = −1 x3 = − ° ° 4 7 ¯ ¯ •

SDVVR

4 1 14 5 x 3 = − x 2 − x 3 = 1 x 2 = − +1 = 7 2 27 7

1 3 1 1 3 1 15 34 1 x1 + x 2 + x 3 = x1 = − x 2 − x 3 + = − + + = 1 2 2 2 2 2 2 27 27 2

&RQ LO SDVVR DEELDPR ULVROWR LO 6/ 'HWHUPLQLDPR RUD OH PDWULFL GL VFRPSRVL]LRQH

1 § ¨1 2 ¨ TS = ¨ 0 1 ¨ ¨0 0 ¨ ©

3 · ¸ §2 0 2 ¸ ¨ −1 ¸ DP = ¨ 0 4 ¨ 2 ¸ ¨0 0 ¸ 1 © ¸ ¹

0 ·¸ 0 ¸ 7¸ ¸ 4¹

~ AX = B = A DPTS X

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL

§ · ¨ ¸ § 2 1 3 ·¨ 1 ¸ § 1 · ¨ ¸ ¸ 5 ¨ ¸ = ¨5¸ = ¨ 2 5 1 ¸¨ ¨ 1 3 2 ¸¨ 7 ¸ ¨ 2 ¸ ¹¨ − 4 ¸ © ¹ © ¨ ¸ © 7 ¹

§2 0 ¨ ~¨ A 0 4 ¨ ¨0 0 ©

1 § ¨1 · 2 0 ¸¨ ¸ ¨ 0 0 1 7 ¸¨ ¸¨ 0 0 4 ¹¨ ©

· § § ·¨ 1 ¸ §1· ¨ 2 1 3 ¸¨ ¸ ¨ ¸ ~¨ 5 ¸ ¸ ¨ = ¨ 5 ¸ = A¨ 0 4 − 2 ¸ 7 ¨ 7 ¸ ¨ 2¸ ¨0 0 ¸¨ − 4 ¸ © ¹ 4 ¹¨ © ¸ © 7 ¹

3 ·§ · ¸¨ ¸ 2 ¸¨ 1 ¸ − 1 ¸¨ 5 ¸ 2 ¸¨ 7 ¸ 1 ¸¨ 4 ¸ ¸¨ − ¸ ¹© 7 ¹

§ 1· ~¨ ¸ A¨ 4 ¸ ¨ − 1¸ © ¹

§ 1 · § a~11 ¨ ¸ ¨~ ¨ 5 ¸ = ¨ a21 ¨ 2 ¸ ¨ a~ © ¹ © 31

a~12 a~

22

a~32

§ a~13 ·§ 1 · ¨ 1 ¸¨ ¸ a~23 ¸¨ 4 ¸ = ¨ 1 ¨1 a~33 ¸¹¨© − 1¸¹ ¨ ©2

· 0 0 ¸§ 1 · ¨ ¸ 1 0 ¸¨ 4 ¸ ¸ 5 1 ¸¨© − 1¸¹ 8 ¹

&RPH VL HYLQFH IDFLOPHQWH ULFRUGDQGR FKH JOL HOHPHQWL GHOOD GLDJRQDOH GHYRQR HVVHUH SDUL DG XQR H • • •

a 2 a~21 = 21 = = 1 a11 2 a 1 a~31 = 31 = a11 2 a a − a12 a31 2 ⋅ 3 − 1 ⋅ 1 5 a~32 = 11 32 = = a11 a 22 − a12 a 21 2 ⋅ 5 − 2 ⋅ 1 8

3HUWDQWR VL KD

§ · ¨ 1 0 0¸ ~ A = ¨ 1 1 0 ¸ ¨1 5 ¸ ¨ 1¸ ©2 8 ¹ ~ 6L SXz RUD IDFLOPHQWH YHULILFDUH FKH A = A D pTS HVHJXHQGR GLUHWWDPHQWH L SURGRWWL

§ ¨1 ~ A DP TS = ¨ 1 ¨1 ¨ ©2

0 1 5 8

1 § ·§ ·¨ 1 2 0 ¸¨ 2 0 0 ¸¨ 0 ¸¨ 0 4 0 ¸¨ 0 1 ¸¨ 7 ¸¨ ¸¨ 0 0 1 ¸¨ 0 0 4 ¹¨ ¹© ©

3 · ¸ 2 ¸ § 2 1 3· ¸ −1¸ ¨ = ¨2 5 1¸ = A 2 ¸ ¨ ¸ 1 ¸ © 1 3 2¹ ¸ ¹

BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² 6LVWHPL /LQHDUL

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² )RUPH 4XDGUDWLFKH

&$3,72/2 )RUPH 4XDGUDWLFKH

*HQHUDOLWj 1HOOD WUDWWD]LRQH VHJXHQWH VL VXSSRQH GL RSHUDUH QHO FDPSR R GHL QXPHUL UHDOL RVVLD L FRHIILFLHQWL H

R FRQ R n VL LQGLFD O·LQVLHPH QXPHULFR UHDOH n n GLPHQVLRQDOH RVVLD OH n − ple GL QXPHUL UHDOL 6L RVVHUYL SHU LQFLVR FKH R KD XQD VWUXWWXUD GL VSD]LR YHWWRULDOH n GLPHQVLRQDOH FRPH HYLGHQ]LDWR QHO FDSLWROR HG LO SURGRWWR PDWULFLDOH GL XQ

OH YDULDELOL FKH VL FRQVLGHUDQR DSSDUWHQJRQR DG

YHWWRUH ULJD SHU XQ YHWWRUH FRORQQD GHO WLSR

T

> @ Y X

§ x1 · § y1 · ¨ ¸ ¨ ¸ FRQ X = ¨ ... ¸ H Y = ¨ ... ¸ ¨x ¸ ¨y ¸ © n¹ © n¹

n

GHILQLVFH XQ SURGRWWR VFDODUH VWUHWWDPHQWH HXFOLGHR FKH LQGXFH LQ R XQD VWUXWWXUD GL VSD]LR YHWWRULDOH VWUHWWDPHQWH HXFOLGHR 6L RVVHUYL LQIDWWL FKH ILVVDWH GXH n − ple X H Y VL SRVVRQR GHILQLUH OH VHJXHQWL GXH RSHUD]LRQL • VRPPD Z = X + Y WDOH FKH z i = xi + y i •

SURGRWWR SHU XQR VFDODUH Z

= αX WDOH FKH z i = αxi FRQ α ∈ R

n

7DOL RSHUD]LRQL YHULILFDQR JOL DVVLRPL GL GHILQL]LRQH GL 6SD]LR 9HWWRULDOH SHUWDQWR R ULVXOWD HVVHUH XQR 6SD]LR 9HWWRULDOH H TXLQGL RJQL n − pla X YLHQH DQFKH GHWWD YHWWRUH 'LUHPR LQROWUH EDVH FDQRQLFD GHOOR VSD]LR R OD EDVH {e1 , e2 ,....e n } = {ei } WDOH FKH n

ei LQGLYLGXD OD n − pla FRQ HOHPHQWL WXWWL QXOOL DG HFFH]LRQH GHOO·HOHPHQWR i − esimo FKH YLHQH SRVWR SDUL DG

ei

T

e j = δ ij δ ij VLPEROR GL .URQHFKHU 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² )RUPH 4XDGUDWLFKH 4XLQGL OD EDVH {e1 , e2 ,....e n } = {ei } q FRVWLWXLWD GD YHWWRUL GL PRGXOR XQLWDULR H RUWRJRQDOL EDVH RUWRQRUPDOH (· IDFLOH GLPRVWUDUH FKH L YHWWRUL {ei } FRVWLWXLVFRQR XQD EDVH RVVLD VRQR n YHWWRUL OLQHDUPHQWH LQGLSHQGHQWL ,QIDWWL n

¦α e

i i

i =i

n

n

n

i =i

i =i

i =i

= 0 e Tj ¦ α i ei = ¦ α i e Tj ei =¦ α i δ ij =α i = 0 SHU i = 1,2,..n

6XSSRQLDPR RUD GL HIIHWWXDUH XQ SDVVDJJLR GDOOD EDVH FDQRQLFD {e1 , e2 ,....e n } = {ei } DG XQ·DOWUD EDVH

{ε 1 , ε 2 ,....ε n } = {ε i } DQFK·HVVD RUWRQRUPDOH YRJOLDPR GHWHUPLQDUH OD VWUXWWXUD GHOOD PDWULFH C GL

WUDVIRUPD]LRQH GD XQD EDVH DOO·DOWUD QHO FDVR JHQHULFR GL SDVVDJJLR GD XQ EDVH DG XQ·DOWUD QRQ RUWRQRUPDOH q VXIILFLHQWH FKH OD PDWULFH C VLD QRQ VLQJRODUH $ WDOH VFRSR ULFRUGDQGR FKH OH FRRUGLQDWH GL ei QHOOD EDVH {ei } VRQR WXWWL DG HVFOXVLRQH GHOOD

i − esima FRPSRQHQWH FKH ULVXOWD SDUL DG VL KD

§ 0· ¨ ¸ ¨ .. ¸ ε i = Cei = C ¨ 1 ¸ ¨ .. ¸ ¨¨ ¸¸ © 0¹

ε i LQGLYLGXD DQFKH OD i − esima FRORQQD GL C FKH UDSSUHVHQWD OH FRRUGLQDWH GHO YHWWRUH ε i QHOOD EDVH {ei }

H TXLQGL LO YHWWRUH GL EDVH

$OORUD OD PDWULFH C SXz HVVHUH HVSUHVVD FRPH VHJXH

C = (ε 1 , ε 2 ,....ε n )

6L HVHJXH LO VHJXHQWH SURGRWWR

§ ε 1T ¨ T ¨ε CTC = ¨ 2 ¨ ... ¨ε T © n

· § ε 1T ε 1 ε 1T ε 2 ¸ ¨ T ¸ ¨ ε 2 ε 1 ε 2T ε 2 ( ) , ,.... ε ε ε = n ¸ 1 2 ¨ .. ¸ ¨ .. ¸ ¨ε T ε ε T ε n 2 ¹ © n 1

T .. ε 1 ε n · § 1 ¸ ¨ T .. ε 2 ε n ¸ ¨ 0 ¸= .. .. ¸ ¨¨ .. T .. ε 1 ε 1 ¸¹ ¨© 0

0 .. 0 · ¸ 1 .. 0 ¸ =I .. .. .. ¸ ¸ 0 .. 1 ¸¹

C C = I C T = C −1 T

$EELDPR GXQTXH GLPRVWUDWR FKH OH PDWULFL FKH WUDVIRUPDQR EDVL RUWRQRPDOL LQ EDVL RUWRQRUPDOL VRQR PDWULFL RUWRQRUPDOL H YLFHYHUVD GD XQ SXQWR GL YLVWD JHRPHWULFR FLz LQGLFD FKH VL VWj HVHJXHQGR XQD URWD]LRQH FKH ODVFLD LPPXWDWD OD GLVWDQ]D RVVLD LO SURGRWWR VFDODUH ,QIDWWL ULFRUGDQGR FKH LO SURGRWWR n

VFDODUH LQ R q GHILQLWR GD

YT X 3RQHQGR Y

= CY ' H X = CX ' VHJXH

(

Y T X = CY '

) (CX ) = (Y ) (C C )X = (Y ) T

'

' T

3DJ

T

'

' T

X'


)RQGDPHQWL GL $OJHEUD &DSLWROR ยฒ )RUPH 4XDGUDWLFKH

)RUPH 4XDGUDWLFKH QHL FDVL PRQRGLPHQVLRQDOH H ELGLPHQVLRQDOH &RQVLGHULDPR OD VHJXHQWH IXQ]LRQH > @ y = a โ x

2

( x, y , a ) โ R

FKH UDSSUHVHQWD XQD IRUPD TXDGUDWLFD QHO FDVR PRQRGLPHQVLRQDOH 6L DQDOL]]L RUD LO VHJQR GL WDOH IXQ]LRQH D WDOH SURSRVLWR q IDFLOH FRQFOXGHUH FKH HVVHQGR TXDOVLDVL YDORUH QRQ QXOOR VL KD y > VH a >

x 2 > SHU

y < VH a < 'D XQ SXQWR GL YLVWD JHRPHWULFR OD > @ UDSSUHVHQWD XQD SDUDEROD FRQ LO YHUWLFH QHOOยทRULJLQH H โ ข OD FRQFDYLWj YHUVR OยทDOWR VH a > โ ข OD FRQFDYLWj YHUVR LO EDVVR VH a < 3L LQWHUHVVDQWH q LO FDVR ELGLPHQVLRQDOH LQ FXL XQD IRUPD TXDGUDWLFD QHOOH GXH YDULDELOL ( x; y ) q UDSSUHVHQWDWD GDOOD VHJXHQWH IXQ]LRQH z = a11 x 2 + a 21 xy + a12 xy + a 22 y 2 ยท z = a11 x 2 + (a 21 + a12 ) xy + a 22 y 2 ยต 6L RVVHUYL LQROWUH FKH VL SXz SRUUH ( a 21 + a12 ) = 2a GD FXL

z = a11 x + (a 21 + a12 ) xy + a 22 y = a11 x + 2axy + a 22 y 2 a11 x 2 + (a + a ) xy + a 22 y 2 ยทยทยท 2

2

2

$OORUD OD IRUPD TXDGUDWLFD QRQ FDPELD VH VL SRQH a12 = a 21 = a /H SUHFHGHQWL HTXD]LRQL SRVVRQR HVVHUH PHVVH LQ IRUPD PDWULFLDOH FRPH VHJXH

z = (x

a12 ยทยง x ยท ยธยจ ยธ a 22 ยธยนยจยฉ y ยธยน

ยงa y )ยจยจ 11 ยฉ a 21

GRYH OD PDWULFH GHL FRHIILFLHQWL ULVXOWD HVVHUH XQD PDWULFH VLPPHWULFD ,Q IRUPD SL FRPSDWWD SRQHQGR โ ข โ ข โ ข

X T = (x y ) ยง xยท X = ยจยจ ยธยธ ยฉ yยน a12 ยท ยงa ยธยธ A = ยจยจ 11 ยฉ a 21 a 22 ยน

VL SXz SRUUH

> @ z = X AX T

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² )RUPH 4XDGUDWLFKH

)RUPH 4XDGUDWLFKH QHO FDVR JHQHUDOH $QDOL]]LDPR RUD LO FDVR JHQHUDOH 6LD GXQTXH •

§ x1 · ¨ ¸ X = ¨ ... ¸ ∈ R n XQ YHWWRUH n GLPHQVLRQDOH ¨x ¸ © n¹

§ a11 .. a1n · ¨ ¸ A = ¨ .. .. .. ¸ XQD PDWULFH TXDGUDWD VLPPHWULFD (n, n) ¨a ¸ © n1 .. a nn ¹

$OORUD VL GHILQLVFH IRUPD TXDGUDWLFD n GLPHQVLRQDOH OD VHJXHQWH IXQ]LRQH > @ y : R → R y = X AX n

T

GRYH VL VXSSRQH FKH OD PDWULFH A IDFFLD ULIHULPHQWR DOOD EDVH FDQRQLFD

,QYDULDQ]D SHU FRQJUXHQ]D n

6L VXSSRQJD GL HIIHWWXDUH XQ FDPELDPHQWR GL EDVH GDOOD EDVH FDQRQLFD QHOOR VSD]LR R WUDPLWH XQD PDWULFH C TXDGUDWD (n, n) QRQ VLQJRODUH WDOH FKH

X = CZ

$OORUD OD > @ DVVXPH OD VHJXHQWH IRUPD

y = (CZ ) A (CZ ) y = Z T C T ACZ = Z T (C T AC ) Z y = Z T (C T AC ) Z T

3RQHQGR

> @ B = C A C T

6HJXH y=Z BZ T

/D PDWULFL OHJDWH GDOOD UHOD]LRQH > @ VRQR GHWWH FRQJUXHQWL H XQD IRUPD TXDGUDWLFD ULPDQH LQYDULDWD SHU FRQJUXLWj RVVLD SDVVDQGR GD XQD PDWULFH FRQJUXHQWH DG XQ·DOWUD 3HU LQFLVR VL RVVHUYL FRPH OD SURSULHWDUL VLPPHWULD q XQ LQYDULDQWH SHU FRQJUXHQ]D RVVLD VH A DQFKH

B = C T A C q VLPPHWULFD ,QIDWWL

( )

B = C T A C BT = (A C ) C T T

T

= C T AT C = C T A C = B

6WUDWHJLD SHU OR VWXGLR GHO VHJQR /R VWXGLR GHO VHJQR GL XQD IRUPD TXDGUDWLFD H OD GHILQL]LRQH GHL FULWHUL SRVLWLYLWj YHQJRQR VHPSOLILFDWL VH OD IRUPD YLHQH HVSUHVVD WUDPLWH XQD PDWULFH B FKH VLD SL ´VHPSOLFH ´ SRVVLELOH QHO VHQVR FKH DEELD LO PDJJLRU QXPHUR GL HOHPHQWL QXOOL FRPH DG HVHPSLR QHO FDVR LQ FXL WDOH PDWULFH VLD GL WLSR WULDQJRODUH R DGGLULWWXUD GLDJRQDOH ,QIDWWL QHO FDVR GLDJRQDOH WXWWL L WHUPLQL PLVWL FRQ FRHIILFLHQWL aij FRQ i

≠ j VRQR QXOOL H OD IRUPD ULVXOWD GDOOD VRPPD GHL VROL WHUPLQL TXDGUDWLFL n

( )

y = ¦ aii x i i =1

3DJ

2


)RQGDPHQWL GL $OJHEUD &DSLWROR ² )RUPH 4XDGUDWLFKH 1HO VHJXLWR TXLQGL VL FHUFKHUj XQD WUDVIRUPD]LRQH GL EDVH C WDOH GD UHQGHUH OD PDWULFH GHOOD IRUPD TXDGUDWLFD SL VHPSOLFH SRVVLELOH H YHUUj GLPRVWUDWR FRPH VLD VHPSUH SRVVLELOH SRUUH WDOH PDWULFH LQ IRUPD GLDJRQDOH RVVLD YHUUj GLPRVWUDWD O·HVLVWHQ]D GL XQD PDWULFH B FRQJUXHQWH DOOD PDWULFH A GL SDUWHQ]D GL WLSR GLDJRQDOH

6WXGLR GHOOD PDWULFH $ FRPH RSHUDWRUH OLQHDUH $OOR VFRSR GL VHJXLUH OD VWUDWHJLD LOOXVWUDWD DOOD ILQH GHO SDUDJUDIR SUHFHGHQWH QHO VHJXLWR YHQJRQR DQDOL]]DWH OH SURSULHWj GHOOD PDWULFH VLPPHWULFD A GHOOD IRUPD TXDGUDWLFD GL FXL DOOD > @ YLVWD n

FRPH RSHUDWRUH OLQHDUH FKH DJLVFH VXOOR VSD]LR R GRWDWR GL SURGRWWR VFDODUH VWUHWWDPHQWH HXFOLGHR GL FXL DOOD > @

A R n → R n Y = AX

LQ UHOD]LRQH DOOH SURSULHWj GL • 6LPLOLWXGLQH FDPELDPHQWR GL EDVH • DXWRYDORUL • DXWRYHWWRUL • HVLVWHQ]D GL EDVL GL DXWRYHWWRUL H GLDJRQDOL]]D]LRQH 6L VXSSRQH FKH OD PDWULFH A HVSULPD O·RSHUDWRUH OLQHDUH QHOOD EDVH FDQRQLFD

&DPELDPHQWR GL EDVH $QDOL]]LDPR OD OHJJH GL WUDVIRUPD]LRQH GHOO·RSHUDWRUH A D VHJXLWR GL XQ FDPELDPHQWR GL EDVH GRYXWR DG XQD PDWULFH C QRQ VLQJRODUH 6L KD

Y = CY ' X = CX ' Y = AX CY ' = ACX ' Y ' = C −1 ACX '

$OORUD O·RSHUDWRUH OLQHDUH QHOOD QXRYD EDVH GHILQLWD GDOOD PDWULFH C q HVSUHVVR GDOOD VHJXHQWH PDWULFH

A ' > @ A

'

= C −1 AC

'

/H PDWULFL A HG A VRQR GHWWH VLPLOL 7DOH SURSULHWj q XQD UHOD]LRQH GL HTXLYDOHQ]D ,QIDWWL VH SRQLDPR SRQLDPR A VLPLO B SHU LQGLFDUH FKH OH GXH PDWULFL VRQR VLPLOL VL KD A VLPLO A LQIDWWL A = I

A VLPLO B B VLPLO A ,QIDWWL VH A = C

−1

AI −1

BC B = CAC −1 −1 −1 A VLPLOU B H B VLPLO D A VLPLO D LQIDWWL A = C BC H B = E DE −1 A = C −1 E −1 B (EC ) A = (EC ) BEC

,QROWUH OH PDWULFL VLPLOL KDQQR OR VWHVVR GHWHUPLQDQWH FRQ LO VLPEROR .. VL LQGLFD LO GHWHUPLQDQWH

A ' = C −1 AC A ' = C −1 A C =

1 AC = A C

6H OD WUDVIRUPD]LRQH WUDVIRUPD XQD EDVH RUWRQRUPDOH OD EDVH FDQRQLFD LQ XQ·DOWUD EDVH RUWRQRUPDOH DEELDPR YLVWR FKH C

−1

= C T H VL KD A ' = C −1 AC = C T AC 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² )RUPH 4XDGUDWLFKH 6L RWWLHQH GXQTXH FKH OD > @ FRLQFLGH FRQ OD > @ RVVLD OH PDWULFL VLPLOL VRQR DQFKH FRQJUXHQWL 6L RVVHUYL SHU LQFLVR FKH OD SURSULHWj GL FRQJUXHQ]D q XQ UHOD]LRQH GL HTXLYDOHQ]D SHU WUDVIRUPD]LRQL RUWRQRUPDOL ,QIDWWL VH SRQLDPR A FRQJU B SHU LQGLFDUH FKH OH GXH PDWULFL VRQR FRQJUXHQWL VL KD •

A FRQJU A LQIDWWL A = I AI

A FRQJU B B FRQJU A ,QIDWWL VH A = C

T

BC B = CAC −1 = CAC T T T A FRQJU B H B FRQJU D A FRQJU D LQIDWWL A = C BC H B = E DE T A = C T E T B (EC ) A = (EC ) BEC T

$XWRYDORUL 9RJOLDPR GLPRVWUDUH FKH JOL DXWRYHWWRUL GL VRQR WXWWL UHDOL 6L ULFRUGD FKH XQ DXWRYDORUH GL XQ RSHUDWRUH A q GDWR GD XQR VFDODUH λ ∈ R WDOH FKH GHWWR X ∈ R VL DEELD > @ AX = λX ,O YHWWRUH X YLHQH GHWWR DXWRYHWWRUH UHODWLYR DOO·DXWRYDORUH λ *OL DXWRYDORUL VL GHWHUPLQDQR FRPH VROX]LRQH GHO SROLQRPLR FDUDWWHULVWLFR FKH VL RWWLHQH GDOOD > @ n

> @ AX = λX AX − λX = 0 A − λI = 0 'RYH I LQGLFD OD PDWULFH XQLWj PDWULFH GLDJRQDOH FRQ WXWWL QHOOD GLDJRQDOH SULQFLSDOH 5LVROYHQGR OD > @ VL RWWLHQH XQ SROLQRPLR GL JUDGR n LQ λ OH FXL UDGLFL VRQR JOL DXWRYDORUL FHUFDWL FKH QHO FDVR JHQHUDOH SRVVRQR HVVHUH VLD QXPHUL UHDOL VLD QXPHUL FRPSOHVVL HVVHQGR VROX]LRQL GL XQD HTXD]LRQH DOJHEULFD 6L HYLGHQ]LD LQROWUH FKH JOL DXWRYDORUL VRQR LQYDULDQWL SHU PDWULFL VLPLOL ,QIDWWL

B = C −1 AC B − λI = C −1 AC − λI = C −1 AC − λC −1 IC = C −1 ( A − λI )C B − λI = C −1 ( A − λI ) C = ( A − λI )

1HO FDVR GL XQ RSHUDWRUH OLQHDUH VLPPHWULFR RVVLD UDSSUHVHQWDWR GD XQD PDWULFH DXWRYDORUL VRQR WXWWL UHDOL ,QIDWWL 6L RVVHUYL LQROWUH FKH •

A VLPPHWULFD WDOL

X T AX = X T ( AX ) = X T (λX ) = λX T X

X T X q UHDOH H SRVLWLYR VL DQQXOOD VROR VH X q LO YHWWRUH QXOOR X T AX q XQ QXPHUR UHDOH

• 4XLQGL λ GHYH HVVHUH XQ QXPHUR UHDOH

$XWRYHWWRUL 6L YXROH GLPRVWUDWH FKH DXWRYHWWRUL FRUULVSRQGHQWL DG DXWRYDORUL GLVWLQWL VRQR WUD ORUR SHUSHQGLFRODUL 6L ULFRUGL FKH LQ EDVH DO SURGRWWR VFDODUH GL FXL DOOD> @ GXH YHWWRUL SHUSHQGLFRODUL VH 3DJ

X H Y GL R n VL GLFRQR


)RQGDPHQWL GL $OJHEUD &DSLWROR ² )RUPH 4XDGUDWLFKH

Y T X = X TY = 0

6LDQR GXQTXH λ1 H λ 2 GXH DXWRYDORUL GLVWLQWL FKH FRUULVSRQGRQR ULVSHWWLYDPHQWH DJOL DXWRYHWWRUL X H

Y DOORUD VHJXH

Y T AX = Y T ( AX ) = Y T (λ1 X ) = λ1Y T X T

• Y AX 'D FXL VHJXH

= ( AY ) X = (λ2Y ) X = λ2Y T X T

T

λ1Y T X = λ 2Y T X HVVHQGR λ1 ≠ λ 2 VHJXH Y T X = X T Y = 0

(VLVWHQ]D GL EDVL GL DXWRYHWWRUL H GLDJRQDOL]]D]LRQH 7HRUHPD VSHWWUDOH &RPH JLj HYLGHQ]LDWR JOL DXWRYDORUL VRQR RWWHQXWL GDOOD VROX]LRQH GHOO·HTXD]LRQH FDUDWWHULVWLFD > @ FKH UDSSUHVHQWD XQD HTXD]LRQH DOJHEULFD GL JUDGR n 6L DYUDQQR SHUWDQWR XQ QXPHUR GL DXWRYDORUL GLVWLQWL UHDOL PLQRUL RG XJXDOL DG n LQ TXDQWR TXDOFKH UDGLFH GHOO·HTXD]LRQH > @ SRWUHEEH QRQ HVVHUH VHPSOLFH GRSSLD WULSOD HFF $OORUD O·LQVLHPH GHJOL DXWRYDORUL SXz HVVHUH LQGLFDWR FRPH VHJXH λ1 , λ 2 , λ3 ,....., λ m FRQ m ≤ n

[

]

6L LQGLFKL LQROWUH FRQ X 1 , X 2 , X 3 ,....., X m m DXWRYHWWRUL FRUULVSRQGHQWL

[

]

6L SXz GLPRVWUDUH FKH JOL DXWRYHWWRUL DVVRFLDWL DG DXWRYDORUL GLVWLQWL VRQR OLQHDUPHQWH LQGLSHQGHQWL ,QIDWWL VXSSRQLDPR SHU DVVXUGR FKH L VXGGHWWL DXWRYHWWRUL VLDQR OLQHDUPHQWH GLSHQGHQWL FLz LPSOLFD FKH HVLVWRQR FRHIILFLHQWL b

j

≠ 0 WDOH FKH

> @ b

1

X 1 + b 2 X 2 + b 3 X 3 + ..... + b m X m = 0

6HQ]D SHUGHUH GL JHQHUDOLWj VXSSRQLDPR FKH b

1

≠ 0 H VLD X j XQ DWRYHWWRUH FRQ j = 2..m SRLFKp JOL

DXWRYHWWRUL VRQR SHUSHQGLFRODUL VL KD T

(

)

(

T

)

X j b1 X 1 + b 2 X 2 + b 3 X 3 + ..... + b m X m = b j X j X j = 0 j = 2..m (VVHQGR

(X

T j

)

X j ≠ 0 b j = 0 j = 2..m GD FXL DQFKH b1 = 0

3RLFKp L FRHIILFLHQWL GHOOD FRPELQD]LRQH OLQHDUH > @ VRQR WXWWL QXOOL QH FRQVHJXH FKH JOL DXWRYHWWRUL VRQR OLQHDUPHQWH LQGLSHQGHQWL &DVR m = n 1HO FDVR m = n JOL DXWRYDORUL VRQR WXWWL VROX]LRQL VHPSOLFL GHOO·HTXD]LRQH FDUDWWHULVWLFD HG HVLVWRQR TXLQGL n DXWRYHWWRUL GLVWLQWL L TXDOL HVVHQGR n YHWWRUL OLQHDUPHQWH LQGLSHQGHQWL UDSSUHVHQWDQR XQD n

EDVH SHU OR VSD]LR YHWWRULDOH R n GLPHQVLRQDOH SHU LQFLVR VL RVVHUYL FKH WDOH EDVH GL DXWRYHWWRUL q XQD EDVH RUWRJRQDOH &HUFKLDPR GL FDSLUH OD TXDOH VLD OD UDSSUHVHQWD]LRQH PDWULFLDOH GHOO·RSHUDWRUH A QHOOD EDVH GL DXWRYHWWRUL {X 1 , X 2 , X 3 ,....., X n } •

X 1 = 1X 1 + 0 X 2 + .. + 0 X n L FRHIILFLHQWL GHO YHWWRUH X 1 QHOOD QXRYD EDVH VRQR GDWL GD

(1,0,0...0)T 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² )RUPH 4XDGUDWLFKH

X 2 = 0 X 1 + 2 X 2 + .. + 0 X n L FRHIILFLHQWL GHO YHWWRUH X 2 QHOOD QXRYD EDVH VRQR GDWL GD

(0,1,0...0)T • « • X n = 0 X 1 + 0 X 2 + .. + 1X n

(

L FRHIILFLHQWL GHO YHWWRUH X n QHOOD QXRYD EDVH VRQR GDWL GD

)

T

0,0,0...1 5LFRUGDQGR FKH • O·HVSUHVVLRQH Y = AX IRUQLVFH OH FRRUGLQDWH GHO YHWWRUH O·RSHUDWRUH A QHOOD EDVH SUHVFHOWD •

Y WUDVIRUPDWR GL X VHFRQGR

AX j = λ j X j

VHJXH

§ λ1 · ¨ ¸ ¨0¸ AX 1 = λ1 X 1 ¨ ¸ = ... ¨ ¸ ¨0¸ © ¹ §0· §0· ¨ ¸ ¨ ¸ ¨0¸ ¨0¸ ¨ ... ¸ = A¨ ... ¸ ¨ ¸ ¨ ¸ ¨1¸ ¨λ ¸ © ¹ © n¹

§1· §0· ¨ ¸ ¨ ¸ ¨0¸ ¨λ ¸ A¨ ¸ AX 2 = λ 2 X 2 ¨ 2 ¸ = ... ... ¨ ¸ ¨ ¸ ¨0¸ ¨0¸ © ¹ © ¹

§0· ¨ ¸ ¨1¸ A¨ ¸ « AX n = λ n X n ... ¨ ¸ ¨0¸ © ¹

4XDQWR VRSUD LOOXVWUDWR LPSOLFD FKH OD UDSSUHVHQWD]LRQH GHOO·RSHUDWRUH q GL WLSR GLDJRQDOH

A QHOOD EDVH GL DXWRYHWWRUL

§ λ1 .. 0 · ¨ ¸ > @ A = ¨ .. ... .. ¸ ¨0 0 λ ¸ n¹ ©

/D EDVH {X 1 , X 2 , X 3 ,....., X n } GL DXWRYHWWRUL q VLFXUDPHQWH RUWRJRQDOH PD QRQ q GHWWR FKH VLD DQFKH RUWRQRUPDOH 3HU RWWHQHUH XQD EDVH VLFXUDPHQWH RUWRQRUPDOH q VXIILFLHQWH VRVWLWXLUH

{X

}

Xi WDOH RSHUD]LRQH VL X iT X i FKLDPD RSHUD]LRQH GL QRUPDOL]]D]LRQH DQFKH FRQ TXHVWD EDVH O·RSHUDWRUH A KD OD IRUPD > @

{X 1 , X 2 , X 3 ,....., X n } FRQ

'

1

, X ' 2 , X ' 3 ,....., X ' n WDOH FKH X ' i =

&DVR m < n 1HO FDVR m < n JOL DXWRYDORUL QRQ VRQR WXWWL VROX]LRQL VHPSOLFL GHOO·HTXD]LRQH FDUDWWHULVWLFD HG LQ JHQHUDOH FLz FRPSRUWD OD QRQ HVLVWHQ]D GL XQD EDVH GL DXWRYHWWRUL FRPH QHO FDVR /D SURSULHWj GL VLPPHWULD GHOO·RSHUDWRUH A FRPSRUWD LQYHFH OD SRVVLELOLWj GL GHWHUPLQDUH DQFKH LQ TXHVWR FDVR O·HVLVWHQ]D GL XQD EDVH GL DXWRYHWWRUL VHPSOLFL $OOR VFRSR GL GLPRVWUDUH O·HVLVWHQ]D GL WDOH EDVH LQL]LDPR DG DQDOL]]DUH LO FDVR ELGLPHQVLRQDOH n = 2 &RQVLGHULDPR TXLQGL

'HWHUPLQLDPR LO SROLQRPLR FDUDWWHULVWLFR

§a b· ¸¸ A = ¨¨ ©b c¹

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² )RUPH 4XDGUDWLFKH

b · a−λ b §a − λ ¸¸ A − λI = = 0 A − λI = ¨¨ c −λ¹ b c−λ © b

(a − λ )(c − λ ) − b

2

= 0 λ − (a + c)λ + (ac − b 2 ) = 0 2

(a + c) ± (a + c) 2 − 4(ac − b 2 ) λ1, 2 = 2 2 Δ = (a + c) 2 − 4(ac − b 2 ) = a 2 + c 2 + 2ac − 4ac + b 2 = (a − c ) + b 2 ≥ 0

λ1, 2 =

(a + c) ±

2

6L SRVVRQR YHULILFDUH L VHJXHQWL WUH FDVL a = 0, c = 0, b = 0

4XHVWR FDVR QRQ q VLJQLILFDWLYR LQ TXDQWR A ULVXOWD SDUL DOOD PDWULFH QXOOD (a − c ) ≠ 0 RSSXUH (a − c ) = 0, b ≠ 0 ,Q TXHVWR FDVR VL KDQQR GXH DXWRYDORUL UHDOL H GLVWLQWL SHUWDQWR HVLVWH XQD EDVH GL DXWRYHWWRUL SHU FXL VL KD

(a − c )2 + b 2

(a − c ) = 0, a ≠ 0, c ≠ 0 b = 0

§λ A = ¨¨ 1 ©0

,Q TXHVWR FDVR HVLVWH XQ DXWRYDORUH GRSSLR GLDJRQDOH LQ TXDQWR b = 0

0· ¸ λ 2 ¸¹

λ = a = c SHUz OD PDWULFH ULVXOWD XJXDOPHQWH

§a 0· ¸¸ A = ¨¨ ©0 a¹

'XQTXH QHO FDVR ELGLPHQVLRQDOH n = 2 O·RSHUDWRUH A ULVXOWD GLDJRQDOL]]DELOH 'LPRVWULDPR RUD LO FDVR JHQHUDOH SHU LQGX]LRQH 6XSSRQLDPR TXLQGL FKH O·RSHUDWRUH A VLD GLDJRQDOL]]DELOH SHU n = k − 1 H GLPRVWULDPR FKH OD SURSULHWj YDOH DQFKH SHU n = k ,QIDWWL VH YDOXWLDPR LO SROLQRPLR FDUDWWHULVWLFR HVVR q XQ SROLQRPLR DOJHEULFR GL JUDGR k SHU FXL GHYH HVLVWHUH DOPHQR XQD VROX]LRQH UHDOH LQ TXDQWR OD VROX]LRQH GHILQLVFH XQ DXWR YDORUH GL XQD PDWULFH VLPPHWULFD n

/R VSD]LR R ULVXOWD TXLQGL VFRPSRVWR QHOOD VRPPD GLUHWWD GL GXH VRWWRVSD]L

R n = E λ ⊕ Wk −1 'RYH E λ q OR VSD]LR PRQRGLPHQVLRQDOH GL XQ DXWRYHWWRUH VHPSOLFH DVVRFLDWR DOO·DXWRYDORUH λ H Wk −1 q XQ VRWWRVSD]LR D k − 1 GLPHQVLRQL 6L RVVHUYL FKH Wk −1 H E λ VRQR SHUSHQGLFRODUL LQ TXDQWR VH OD SURLH]LRQH GL Wk −1 VX E λ QRQ IRVVH QXOOD YXRO GLUH FKH q SRVVLELOH HVSULPHUH XQ YHWWRUH GHOOD EDVH GL

Wk −1 DSSDUWHQHQWH D E λ SHUWDQWR q VXIILFLHQWH FRQVLGHUDUH LO VRWWRVSD]LR Wk −1 HSXUDWR GDO VXLQGLFDWR YHWWRUH GL EDVH $OORUD VL SXz LQGLYLGXDUH XQD EDVH RUWRQRUPDOH LQ FXL LO SULPR YHWWRUH GL EDVH q O·DXWRYHWWRUH GHOOR VSD]LR E λ HYHQWXDOPHQWH GLYLVR SHU LO SURSULR PRGXOR SHU UHQGHUOR XQLWDULR FRPH YLVWR LQ SUHFHGHQ]D HG LO UHVWR XQ EDVH RUWRQRUPDOH GL Wk −1 ,Q TXHVWD QXRYD EDVH O·RSHUDWRUH VHJXHQWH IRUPD 3DJ

A DVVXPH OD


)RQGDPHQWL GL $OJHEUD &DSLWROR ² )RUPH 4XDGUDWLFKH

§λ 0 ¨ ¨ 0 a 21 A=¨ .. .. ¨ ¨0 a k2 ©

/D VRWWRPDWULFH

§ a 21 ¨ Ak = ¨ .. ¨a © k2

0 · ¸ .. a 2 k ¸ .. .. ¸ ¸ .. a kk ¸¹ ..

.. a 2 k · ¸ .. .. ¸ .. a kk ¸¹

ULVXOWD VLPPHWULFD LQ TXDQWR q VWDWR HVHJXLWR XQ FDPELDPHQWR GL EDVL RUWRQRUPDOL SHU FXL OH PDWULFL VRQR VWDWH PRGLILFDWH SHU FRQJUXHQ]D FRQ PDQWHQLPHQWR GHOOD VLPPHWULD 3HU O·LSRWHVL LQGXWWLYD Ak FKH ULVXOWD HVVHUH GL GLPHQVLRQL n = k − 1 SXz HVVHUH GLDJRQDOL]]DWD FRQ XQD EDVH GL DXWRYHWWRUL QRUPDOL]]DWL ,Q FRQFOXVLRQH TXLQGL DQFKH QHO FDVR LQ FXL VL QRQ V KDQQR n DXWRYDORUL GLVWLQWL q SRVVLELOH GLDJRQDOL]]DUH OD PDWULFH A WUDPLWH XQ FDPELDPHQWR GL EDVH FKH SRUWD GDOOD EDVH FDQRQLFD DG XQD EDVH GL DXWRYHWWRUL QRUPDOL]]DWD LQ FLz FRQVLVWH L FRVLGGHWWR WHRUHPD VSHWWUDOH

7HRUHPD GL 6\OYHVWHU H &ULWHUL GL GHWHUPLQD]LRQH GHO VHJQR n

6L FRQVLGHUL XQD IRUPD TXDGUDWLFD JHQHUDOH RSHUDQWH LQ R ULIHULWR D EDVH FDQRQLFD

y = X TAX FRQ X ∈ R n A PDWULFH VLPPHWULFD TXDGUDWD (n, n) n

QHO SDUDJUDIR SUHFHGHQWH DEELDPR GLPRVWUDWR O·HVLVWHQ]D LQ R GL XQD WUDVIRUPD]LRQH GL FRRUGLQDWH −1

FDUDWWHUL]]DWD GDOOD PDWULFH C RUWRQRUPDOH C = C FKH WUDVSRUWD OD EDVH FDQRQLFD LQ XQD EDVH UDSSUHVHQWDWD GD DXWRYHWWRUL QRUPDOL]]DWL HG RUWRJRQDOL 3RLFKp FRPH DEELDPR JLj YLVWR • QHOOD QXRYD EDVH GL DXWRYHWWRUL QRUPDOL]]DWL OD PDWULFH A FRPH RSHUDWRUH OLQHDUH SXz HVVHUH VRVWLWXLWD FRQ XQD PDWULFH VLPLOH DG A H GLDJRQDOH FRPH OD > @

Λ = C −1 AC = diag (λi ) •

H SRLFKp LQ TXHVWR FDVR OD UHOD]LRQH GL VLPLOLWXGLQH FRLQFLGH FRQ TXHOOD GL FRQJUXHQ]D RVVLD

Λ = C −1 AC = C T AC = diag (λi ) H TXLQGL Λ QHOOD QXRYD EDVH UDSSUHVHQWD OD VWHVVD IRUPD TXDGUDWLFD UDSSUHVHQWDWD GD A QHOOD EDVH FDQRQLFD

SRVVLDPR FRQFOXGHUH FKH q VHPSUH SRVVLELOH GHWHUPLQDUH XQD EDVH RUWRQRUPDOH WDOH FKH OD IRUPD TXDGUDWLFD y = X AX SRVVD HVVHUH HVSUHVVD LQ IRUPD GLDJRQDOH T

> @ y = X ΛX = ( x1 T

x2

§ λ1 ¨ ¨0 .. x n )¨ 0 ¨ ¨0 ©

2VVLD LQ IRUPD HVSOLFLWD

3DJ

0

λ2 0 0

0 ·§ x1 · ¸¨ ¸ .. 0 ¸¨ x 2 ¸ .. 0 ¸¨ .. ¸ ¸¨ ¸ .. λ n ¸¹¨© x n ¸¹ ..


)RQGDPHQWL GL $OJHEUD &DSLWROR ² )RUPH 4XDGUDWLFKH

n

> @ y

= ¦ λi ( xi ) GRYH λi i = 1..n 2

i =1

LQGLFDQR JOL DXWRYDORUL DQFKH QRQ WXWWL GLVWLQWL

7HRUHPD GL 6\OYHVWHU *OL DXWRYDORUL GL XQ RSHUDWRUH OLQHDUH VRQR XQ LQYDULDQWH SHU UHOD]LRQH GL VLPLOLWXGLQH G·DOWUD SDUWH VH HVHJXLDPR XQD WUDVIRUPD]LRQH RUWRQRUPDOH WDOH WUDVIRUPD]LRQH ULVXOWD VLPLOH H FRQJUXHQWH SHUWDQWR SRVVLDPR GLUH FKH O·LQVLHPH GHJOL DXWRYDORUL ULVXOWD LQYDULDQWH DQFKH SHU O·LQVLHPH GHOOH IRUPH TXDGUDWLFKH OH FXL PDWULFL ULVXOWDQR FRQJUXHQWL RVVLD QHOOD FODVVH GL HTXLYDOHQ]D FKH UDSSUHVHQWD OD IRUPD TXDGUDWLFD H ULVXOWDQR LQYDULDQWL DQFKH L VHJQL GL WDOL DXWRYDORUL 3HUWDQWR GHWWD

§ λ1 ¨ ¨0 > ·@ Λ = ¨ 0 ¨ ¨0 ©

0

λ2 0 0

0· ¸ .. 0 ¸ .. 0 ¸ ¸ .. λ n ¸¹ ..

OD PDWULFH UDSSUHVHQWDWLYD GHOOD FODVVH GL FRQJUXHQ]D VL LQGLFKLQR FRQ p LO QXPHUR GL DXWRYDORUL SRVLWLYL • • m LO QXPHUR GL DXWRYDORUL QHJDWLYL o LO QXPHUR GL DXWRYDORUL QXOOL • 6L SXz FRQFOXGHUOD YDOLGLWj GHO WHRUHPD GL 6\OYHVWHU FKH DIIHUPD O·LQYDULDQ]D SHU WUDVIRUPD]LRQH FRQJUXHQWL RUWRQRUPDOL OD VRPPD s GHWWD VHJQDWXUD GHOOD IRUPD TXDGUDWLFD GHL WUH YDORUL VRSUD ULSRUWDWL

s = p + m + o = n FRUULVSRQGHQWH DOOD GLPHQVLRQH GL R n 6L RVVHUYL FKH OD IRUPD VH YL VRQR DXWRYDORUL QXOOL LO GHWHUPLQDQWH GHOOD PDWULFH GHOOD IRUPD TXDGUDWLFD ULVXOWD QXOOR H OD IRUPD YLHQH GHWWD GHJHQHUH 7XWWR FLz SXz HVVHUH GLPRVWUDWR ULFRUGDQGR FKH LO GHWHUPLQDQWH q LQYDULDQWH SHU VLPLOLWXGLQH H QHO FDVR RUWRQRUPDOH DQFKH SHU FRQJUXHQ]D SRLFKp OH GXH UHOD]LRQL FRLQFLGRQR H EDVWD DOORUD SUHQGHUH LQ FRQVLGHUD]LRQH OD > ·@ FKH DYUj GHJOL HOHPHQWL QXOOL VXOOD GLDJRQDOH SULQFLSDOH ,QILQH FRQ XQD RSSRUWXQD WUDVIRUPD]LRQH GL FRRUGLQDWH QRQ RUWRQRUPDOH OD IRUPD TXDGUDWLFD VL SXz SRUUH QHOOD FRVLGGHWWD IRUPD FDQRQLFD GLDJRQDOH $ WDOH VFRSR VL FRQVLGHUL OD > @ H VL SRQJD

z i = sgn(λi )( λi xi 'RYH sgn( x)

­+ 1 x > 0 q OD IXQ]LRQH VHJQR =® ¯âˆ’ 1 x < 0

$OORUD OD > ·@ DVVXPH OD VHJXHQWH VWUXWWXUD n

n

y = ¦ λi ( xi ) =¦ sgn(λi )( z i ) 2

i =1

2

i =1

6XSSRQHQGR VHQ]D SHUGHUH GL JHQHUDOLWj FKH OH SULPH p YDULDELOL VLDQR WXWWH FRQ DXWRYDORUL SRVLWLYL H OH XOWLPH m YDULDELOL VLDQR FRQ DXWRYDORUL QHJDWLYL VL RWWLHQH > ··@ y =

p

m

2 2 ¦ (z i ) − ¦ (z i ) i =1

i =1

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² )RUPH 4XDGUDWLFKH ,Q TXHVWR FDVR OD PDWULFH UDSSUHVHQWDWLYD GLYLHQH

§+1 ¨ ¨0 ¨0 ¨ ¨0 Λc = ¨ ¨0 ¨0 ¨ ¨0 ¨0 ©

.. 0 0 .. 0 0 .. + 1 0 .. 0 − 1 .. 0 0 .. 0 0 .. 0 0

.. 0 .. 0 .. 0 .. 0 .. 0 .. − 1 .. 0

..

..

0

0

6H OD IRUPD q QRQ GHJHQHUH VL KD

0

0· ¸ 0¸ 0¸ ¸ 0¸ = diag (+ 1

,..

+ 1

..,

− 1, 0, ..0 )

1, −

0 ¸¸ n − p −m p m 0¸ ¸ 0¸ 0 0 ¸¹ 0 0 0 0 0 0 0

Λ c == diag (+ 1

,..

+ 1

..,

− 1,)

1, −

n− p

p

&RQGL]LRQL GL 3RVLWLYLWj 9RJOLDPR RUD GHWHUPLQDUH OH FRQGL]LRQL GL SRVLWLYLWj RVVLD L FULWHUL SHU FXL OD IRUPD y = X AX ULVXOWL GHILQLWD SRVLWLYD T

y = X TAX > 0 ∀X ≠ 0 FULWHULR y = X AX > 0 ∀X ≠ 0 VH H VROR VH WXWWL JOL DXWRYDORUL GHOOD PDWULFH A VRQR SRVLWLYL ,QIDWWL T

y = X TAX > 0

VH

y = X TΛX = ( x1

x2

n

VHJXH

DOORUD

§ λ1 ¨ ¨0 .. x n )¨ 0 ¨ ¨0 ©

0

λ2 0 0

VH

FRQVLGHULDPR

0 ·§ x1 · ¸¨ ¸ .. 0 ¸¨ x 2 ¸ > 0 .. 0 ¸¨ .. ¸ ¸¨ ¸ .. λ n ¸¹¨© x n ¸¹ ..

y = ¦ λi ( xi ) > 0 ∀xi ≠ 0 VH SHU DVVXUGR VL SRQH λi < 0 DOORUD SHU x j = 0 j ≠ i H xi ≠ 0 2

i =1

VL KD

y = λ i ( xi ) < 0 2

6H VL SRQH λi > 0 j ≠ i VHJXH

n

y = ¦ λi ( xi ) > 0 2

i =1

FULWHULR y = X AX > 0 ∀X ≠ 0 VH H VROR VH OD IRUPD ULVXOWD IDWWRUL]]DELOH LQ y = X T

FRQ C PDWULFH LQYHUWLELOH ,QIDWWL VH y = X AX > 0 VHJXH OD SRVVLELOLWj GL HVSULPHUH OD IRUPD LQ PRGDOLWj FDQRQLFD T

( )

y= X'

T

I X ' GRYH I = diag (+1,+1,....,+1)

(VHJXHQGR RUD XQ FDPELDPHQWR GL FRRUGLQDWH

3DJ

T

(C C )X T


)RQGDPHQWL GL $OJHEUD &DSLWROR ² )RUPH 4XDGUDWLFKH

X ' = CX y = (X ' ) I X ' = X T (C T C )X T

9LFHYHUVD VH y = X

T

(C C )X FRQ C PDWULFH LQYHUWLELOH VHJXH T

(

)

( )

y = X T C T C X = ( XC ) I (CX ) = X ' T

T

I X ' GRYH X ' = CX

FULWHULR y = X AX > 0 ∀X ≠ 0 VH H VROR VH L PLQRUL SULQFLSDOL SULPDUL GHOOD PDWULFH SRVLWLYL T

6LD GXQTXH y = X AX > 0 ∀X ≠ 0 T

y = X TΛX = ( x1

x2

§ λ1 ¨ ¨0 .. x n )¨ 0 ¨ ¨0 ©

0

λ2 0 0

A ULVXOWDQR

0 ·§ x1 · ¸¨ ¸ .. 0 ¸¨ x 2 ¸ > 0 .. 0 ¸¨ .. ¸ ¸¨ ¸ .. λ n ¸¹¨© x n ¸¹ ..

LQ FXL WXWWL JOL DXWRYDORUL VRQR SRVLWLYL SHU LO FULWHULR 3RLFKp LO GHWHUPLQDQWH q LQYDULDQWH SHU WUDVIRUPD]LRQL FRQJUXHQWL RUWRQRUPDOL VL KD

A = An = Λ = Π in=1 (λi ) > 0

6L FRQVLGHUL RUD LO VHJXHQWH YHWWRUH

§ X · X = ¨¨ k ¸¸ SHU k = 1..n © X n −k ¹

GRYH OH FRPSRQHQWL GL X k VRQR WXWWH ≠ 0 PHQWUH OH FRPSRQHQWL GL X n − k VRQR WXWWH QXOOH H VL YDOXWL OD IRUPD TXDGUDWLFD

§ X · y = X AX = ¨¨ k ¸¸ © X n −k ¹

T

T

T

3RLFKp y = X k Ak X k > 0

§ Ak ¨¨ T © An −k

An− k ·§ X k · ¸¸¨¨ ¸¸ = X k T Ak X k > 0 Bk ¹© X n− k ¹

Ak > 0 k = 1..n

9LFHYHUVD VL VXSSRQJD FKH Ak > 0 k = 1..n VL ULFRUGLDPR FKH VH XQD PDWULFH TXDGUDWD (n × n) KD WXWWL L PLQRUL SULQFLSDOL SULPDUL QRQ VLQJRODUL RVVLD D GHWHUPLQDQWH GLYHUVR GD ]HUR YDOH SHU WDOH PDWULFH OD VFRPSRVL]LRQH VHJXHQWH > @ A = TI D p TS

GRYH • TI q XQD PDWULFH WULDQJRODUH LQIHULRUH TXDGUDWD GLDJRQDOH SULQFLSDOH SDUL DG XQR •

D p q XQD PDWULFH GLDJRQDOH TXDGUDWD (n × n) QRQ VLQJRODUH FRQ LO FRHIILFLHQWH d11 = a11 HG LO FRHIILFLHQWH k − esimo d kk

(n × n) QRQ VLQJRODUH FRQ L FRHIILFLHQWL GHOOD

=

Ak Ak −1

FRQ k = 2..n

TS q XQD PDWULFH WULDQJRODUH VXSHULRUH TXDGUDWD (n × n) QRQ VLQJRODUH FRQ L FRHIILFLHQWL GHOOD GLDJRQDOH SULQFLSDOH SDUL DG XQR 3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² )RUPH 4XDGUDWLFKH $QDOL]]LDPR RUD LO FDVR SDUWLFRODUH GL XQD PDWULFH A = A VLPPHWULFD RVVLD LO FDVR FKH VL SUHVHQWD LQ T

XQD IRUPD TXDGUDWLFD H YHGLDPR FRPH VL VSHFLDOL]]D OD > @ $ WDOH VFRSR VL LQGLFKL FRQ

D p OD

PDWULFH GLDJRQDOH LQ WDOH FKH

D p = diag ( d11 , d 22 ,....., d nn ) /D > @ DVVXPH OD IRUPD

(

A = TI D p TS = TI D p

)

D p TS

'D FXL

[(

)(

AT = TI D p

)(

D p TS

)] = ( T

AT = (TS )

T

D p TS

) (T T

Dp

I

)

T

= (TS )

T

(

)( T

Dp

Dp

) (T ) T

T

I

= (TS )

T

D p D p (TI ) T

D p D p (TI ) = (TS ) D p (TI ) = A = TI D p TS T

T

T

A = (TS ) D p (TI ) = TI D pTS T

T

(VVHQGR OD PDWULFH D p GLDJRQDOH VHJXH

TI = (TS ) T

3HUWDQWR

A = (TS )

T

D p D p (TI ) = (TS ) T

T

D p D p TS =

(

D p TS

)(

3HUWDQWR SHU LO FULWHULR VHJXH FKH OD IRUPD TXDGUDWLFD y = X AX = X T

)

T

T

D p TS

(

D p TS

)( T

)

D p TS X

ULVXOWD GHILQLWD SRVLWLYD 2VVHUYD]LRQH 'DOO·DSSOLFD]LRQH GHL FULWHUL H VHJXH FKH SUHVD XQD PDWULFH QRQ VLQJRODUH C OD PDWULFH C ULVXOWD DYHUH WXWWL L PLQRUL SULQFLSDOL SULPDUL SRVLWLYL H TXLQGL KD SRVLWLYR DQFKH LO GHWHUPLQDQWH

T

C

&RQGL]LRQL GL 1HJDWLYLWj 6WXGLDPR RUD OH FRQGL]LRQL GL QHJDWLYLWj RVVLD OH FRQGL]LRQL SHU FXL y = X AX ULVXOWL GHILQLWD QHJDWLYD T

y = X TAX < 0 ∀X ≠ 0 T

(

)

6L RVVHUYL GXQTXH FKH y = X AX < 0 ∀X ≠ 0 VH H VROR VH − y = X − A X > 0 ∀X ≠ 0 RVVLD EDVWD DSSOLFDUH OH FRQGL]LRQL GL SRVLWLYLWj DOOD IRUPD TXDGUDWLFD GHWWD QHJDWD FDUDWWHUL]]DWD GDOOD PDWULFH (− A ) L FXL HOHPHQWL VRQR GDWL GDJOL HOHPHQWL GL A FDPELDWL GL VHJQR T

FULWHULR y = X AX < 0 ∀X ≠ 0 VH H VROR VH WXWWL JOL DXWRYDORUL GHOOD PDWULFH A VRQR QHJDWLYL ,QIDWWL T

3DJ


)RQGDPHQWL GL $OJHEUD &DSLWROR ² )RUPH 4XDGUDWLFKH

VH y = X AX < 0 T

⇔ y = X TΛX = ( x1

x2

3RLFKp

T

y = X TΛX < 0 ∀X ≠ 0 VH H VROR VH − y = X

(− Λ ) GHYRQR HVVHUH WXWWL SRVLWLYL ( GXQTXH − λi > 0 ⇔ λi > 0 SHU i = 1..n

§ λ1 ¨ ¨0 .. x n )¨ 0 ¨ ¨0 ©

(− Λ )X

0

λ2 0 0

0 ·§ x1 · ¸¨ ¸ .. 0 ¸¨ x 2 ¸ < 0 .. 0 ¸¨ .. ¸ ¸¨ ¸ .. λ n ¸¹¨© x n ¸¹

..

> 0 ∀X ≠ 0 VHJXH JOL DXWRYDORUL GL

FULWHULR y = X AX < 0 ∀X ≠ 0 VH H VROR VH WXWWL L PLQRUL SULQFLSDOL GHOOD PDWULFH A GL GLPHQVLRQH GLVSDUL VRQR QHJDWLYL H TXHOOL GL GLPHQVLRQH SDUL VRQR SRVLWLYL 6L ULFRUGL O·HVSUHVVLRQH DQDOLWLFD GL XQ GHWHUPLQDQWH QHO FDVR VSHFLILFR XQ PLQRUH SULQFLSDOH GL RUGLQH k T

Ak = ε i1i2 ......ik a1i1 a1i2 ....a1ik 'RYH ε 1 2 k VL FKLDPD LQGLFDWRUH GL /HYL &LYLWD H YDOH • VH (i1i2 ......ik ) q XQD SHUPXWD]LRQH GLVSDUL i i ......i

VH (i1i2 ......ik ) q XQD SHUPXWD]LRQH SDU

VH (i1i2 ......ik ) QRQ q XQD SHUPXWD]LRQH RVVLD VH FL VRQR LQGLFL FRQ OR VWHVVR YDORUH

(− A)X > 0 ∀X ≠ 0 VL DYUj < 0 VH H VROR VH L PLQRUL SULQFLSDOL SULPDUL GL (− A) VRQR WXWWL SRVLWLYL

3RLFKp y = X AX < 0 ∀X ≠ 0 VH H VROR VH − T

y = X AX T

(VVHQGR

y =X

T

− Ak = ε i1i2 ......ik a1i1 a1i2 ....a1ik = (−1) k ε i1i2 ......ik a1i1 a1i2 ....a1ik = (−1) k Ak SHU k = 1..n 6HJXH LO FULWHULR

&RQGL]LRQL GL 6HPLSRVLWLYLWj 6WXGLDPR RUD OH FRQGL]LRQL GL VHPLSRVLWLYLWj RVVLD OH FRQGL]LRQL SHU FXL y = X AX ULVXOWL T

VHPLGHILQLWD SRVLWLYD y = X AX ≥ 0 HG XJXDOH D ]HUR DQFKH SHU YHWWRUL X ≠ 0 T

FULWHULR y = X AX ULVXOWD VHPLGHILQLWD SRVLWLYD VH H VROR VH L VXRL DXWRYDORUL ULVXOWDQR QRQ QHJDWLYL HG DOPHQR XQR QXOOR 5LFRQGXFLDPRFL FRPH DO VROLWR DOOD IRUPD GLDJRQDOH T

y = X TAX y = X TΛX = ( x1

x2

§ λ1 ¨ ¨0 .. x n )¨ 0 ¨ ¨0 ©

0

λ2 0 0

3DJ

0 ·§ x1 · ¸¨ ¸ n .. 0 ¸¨ x 2 ¸ y = λ i ( x i )2 ¦ ¸ ¨ ¸ .. 0 .. i =1 ¸¨ ¸ ¸ ¨ ¸ .. λ n ¹© x n ¹ ..


)RQGDPHQWL GL $OJHEUD &DSLWROR ² )RUPH 4XDGUDWLFKH $OORUD HYLGHQWH OD WHVL LQ TXDQWR VL RWWLHQH LO y = 0 SHU WXWWL YHWWRUL QRQ QXOOL FKH KDQQR OD FRPSRQHQWH GLYHUVD GD ]HUR UHODWLYD DO IDWWRUH GRYXWR DOO·DXWRYDORUH QXOOR FULWHULR y = X AX ULVXOWD VHPLGHILQLWD SRVLWLYD VH H VROR VH L PLQRUL SULQFLSDOL ULVXOWDQR QRQ T

QHJDWLYL H LO GHWHUPLQDQWH GL A ULVXOWD QXOOR ,QIDWWL VLFFRPH GHYH HVLVWHUH DOPHQR XQ DXWRYDORUH QXOOR LQ GHWHUPLQDQWH GL A ULVXOWD QXOOR H YLFHYHUVD /·DQQXOODPHQWR GHO GHWHUPLQDQWH GL A GHWHUPLQD DXWRVROX]LRQL GHO VLVWHPD OLQHDUH AX = 0 RVVLD

= 0 * /D IRUPD TXDGUDWLFD y = X AX YDOXWDWD LQ X ULVXOWD QHFHVVDULDPHQWH QXOOD *

HVLVWH XQ YHWWRUH QRQ QXOOR X WDOH FKH AX

*

T

y = X *TAX * = X *T 0 = 0 $ TXHVWR SXQWR q VXIILFLHQWH FRQVLGHUDUH XQD VFRPSRVL]LRQH LGHQWLFD D TXHOOD RWWHQXWD QHL SDUDJUDIL SUHFHGHQWL SHU LO FULWHULR SHU FRPSOHWDUH OD GLPRVWUD]LRQH 2VVHUYD]LRQH 1HO FDVR GL XQD IRUPD TXDGUDWLFD VHPLGHILQLWD SRVLWLYD R QHJDWLYD OD PDWULFH GHOOD IRUPD q QHFHVVDULDPHQWH VLQJRODUH VL SDUOD GL IRUPD H PDWULFH GHJHQHUH BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB

3DJ


Issuu converts static files into: digital portfolios, online yearbooks, online catalogs, digital photo albums and more. Sign up and create your flipbook.