摘要
对几种改进的遗传算法进行了比较、分析、综合后，提出了一种基于二进制编码的改进遗传算法。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优点。仿真结果证实了该算法的有效性。
This paper compares and analyzes some different modified genetic algorithms(GAS),and synthesized advantages and disadvantages of these GAS.An improved genetic algorithm based on binary coding is proposed.This algorithm has the advantages of fast convergence speed,small number of convergence and easy to get premature convergence.Simulation shows that the method is effective.
出处
《吉林工业大学自然科学学报》
CSCD
1999年第3期79-83,共5页
Natural Science Journal of Jilin University of Technology
基金
国家自然科学基金
关键词
遗传算法
二进制编码
收敛
不成熟收敛
genetic algorithm
binary coding
convergence
premature convergence
