The impact of population size on the performance of GA

The population size is fixed in the traditional genetic algorithm, and nobody knows how much the population size should be taken. In addition, the research on population size is a few. This paper studies mainly population size how to impact on convergence rate, convergence time and global search capability of the genetic algorithm for the typical benchmark functions, and furthermore propose a criterion to evaluate the performance of genetic algorithm. Finally gives some useful conclusions.