遗传算法的收敛性分析

Convergence Analysis of Genetic Algorithms

理论分析算法发生过早收敛的原因、收敛速度与各个控制参数以及适应度函数的关系，并提出与证明了判断遗传算法收敛性的统一判据。

This paper theoretically analyzes the causes for the premature convergence of genetic algorithms, and the relationship among convergence rate, control parameters and fitness functions. And furthermore it puts forward some unified criteria to judge the convergence of genetic algorithms.