摘要
对几种改进的遗传算法进行了比较、分析,综合了这几种改进的遗传算法的优缺点后,提出了一种快速综合性的遗传算法.该算法具有收敛速度快、迭代次数少且不易陷入不成熟收敛等特点.仿真结果证实了该算法的有效性.
This paper has compared and analyzed some different modified genetic algorithms(GAs),and synthesized advantages and disadvantages of these GAs. A fast synthetic genetic algorithm is proposed. This algorithm has the advantages of fast convergence speed, small mumber of convergence and not easy to get premature convergence. Simulation shows that the method is effecting.
出处
《东北师大学报(自然科学版)》
CAS
CSCD
1998年第4期13-17,共5页
Journal of Northeast Normal University(Natural Science Edition)
基金
国家自然科学基金
国家教委博士点基金
关键词
遗传算法
收敛
不成熟收敛
综合性
genetic algorithm
synthesis
convergence
premature convergence