摘要
本文通过对遗传算法 (GA)的过早收敛问题及其解决方法的探讨 ,结合种群分布、多种群进化、迁徙及并行启发式结构等思想 ,提出一种求解全局最优解的并行启发式进化遗传算法 (PHGA) 。
In the paper, Paralleled Heuristic Genetic Algorithm seeking the global solution for complex multimodal funtions is proposed by combining the distribution of population, the multi population evolution, the migration and the paralleled heuristic structure to genetic algorithm. At the same time, the premature problem in the genetic algorithm is discussed. The results of simulation indicate the algorithm is effective and reasonable.
出处
《信息与控制》
CSCD
北大核心
2001年第S1期681-683,共3页
Information and Control
基金
教育部骨干教师计划项目
