Soft Computing Unit 5 (Genetic algorithm and Genetic modeling)

Genetic algorithm: Fundamentals, basic concepts, working principle, encoding, fitness function, reproduction. Genetic modeling: Inheritance operator, cross over, inversion & deletion, mutation operator, Bitwise operator, Generational Cycle, Convergence of GA, Applications & advances in GA, Differences & similarities between GA & other traditional methods.