Virus is one of the world’s deadliest malicious software. One of the known attribute of
virus is the ability of reproducing itself and spreading from host to host. Several
approaches in recognizing virus has not been completely objective in nature. In other to
achieve this, developing a soft-computing system will help bring precision, learning
ability and optimal solution which is the focal point of this research.