(Ebook) Evolutionary computation : toward a new philosophy of machine intelligence by David B Fogel; IEEE Neural Networks Council ISBN 9780471669517, 0471669512 download
https://ebooknice.com/product/evolutionary-computation-toward-anew-philosophy-of-machine-intelligence-4157126 Explore and download more ebooks at ebooknice.com
IEEEPress
445 Hoes Lane Piscataway, NJ 08854
IEEEPressEditorialBoard
Mohamed E. El-Hawary, Editor in Chief
M. AkayT. G. CrodaM. S. Newman
J. B. AndersonR.J. HerrickF. M. B. Pereira
R. J. BakerS. V. KartalopoulosC. Singh
J. E. BrewerM. MontroseG. Zobrist
Kenneth Moore, Director of IEEE Book and Information Services (BIS) Catherine Faduska, Acquisitions Editor, IEEE Press Jeanne Audino, Project Editor, IEEE Press
IEEE Computational Intelligence Society, Sponsor IEEE CI-S Liaison to the IEEE Press, David B. Fogel
BooksintheIEEEPressSeriesonComputationalIntelligence
Computationally Intelligent Hybrid Systems
Edited by Seppo J. Ovaska 2005 0-471-47668-4
Handbook of Learning and Approximate Dynamic Programming
Edited by Jennie Si, Andrew G. Barto, Warren B. Powell, Donald Wunsch II 2004 0-471-66054-X
Computational Intelligence: The Experts Speak
Edited by David B. Fogel and Charles J. Robinson 2003 0-471-27454-2
PrefacetotheThirdEditionix
PrefacetotheSecondEditionxi
PrefacetotheFirstEditionxv
1DefiningArtificialIntelligence1
1.1Background1
1.2The Turing Test3
1.3Simulation of Human Expertise5
1.3.1Samuel’s Checker Program6
1.3.2Chess Programs8
1.3.3Expert Systems11
1.3.4A Criticism of the Expert Systems or Knowledge-Based 13 Approach
1.3.5Fuzzy Systems15
1.3.6Perspective on Methods Employing Specific Heuristics16
1.4Neural Networks17
1.5Definition of Intelligence21
1.6Intelligence, the Scientific Method, and Evolution23
1.7Evolving Artificial Intelligence26 References27
Chapter 1 Exercises31 2NaturalEvolution33
2.1The Neo-Darwinian Paradigm33
2.2The Genotype and the Phenotype: The Optimization of Behavior34
2.3Implications of Wright’s Adaptive Topography: Optimization 38 Is Extensive Yet Incomplete
2.4The Evolution of Complexity: Minimizing Surprise40
2.5Sexual Reproduction41
2.6Sexual Selection43
2.7Assessing the Beneficiary of Evolutionary Optimization44