A Modified Genetic Algorithm and Its Application in Optimizing in the Function
Miao Yang · Computer Knowledge and Technology · 2007
This paper puts forward improved genetic algorithms to solve the problems such as premature convergence in Simple Genetic Algorithms.This algorithms improves population diversity in the evolution process by adding new individuals, adapting bigger probability of crossover and mutation in the early evolution,and smaller in the late evolution improve cross-operator to restrain occurrence of premature convergence