期刊文献+

遗传算法交叉率与变异率关系的研究 被引量:31

A Study of the Relationship of Crossover Rate and Mutation Rate in Genetic Algorithm
在线阅读 下载PDF
导出
摘要 基本遗传算法给出了选取交叉率与变异率的推荐范围 ,两种概率的选取是相互独立的 .文中研究了交叉率与变异率之间的关系 ,得到了以提高遗传算法效率为目标 ,交叉率与变异率存在最优组合的结论 .应用表明 。 The recommended range of crossover rate and mutation rate is given in simple genetic algorithm, and the two rates for selection is not correlative. A conclusion is made from the relationship of that two rates studied in this article where there exists an optimal combination of that two rates for the aim of making genetic algorithm more effective. The applications show that conclusion is a guide to rational selection of crossover rate and mutation rate.
出处 《武汉理工大学学报(交通科学与工程版)》 北大核心 2003年第1期97-99,共3页 Journal of Wuhan University of Technology(Transportation Science & Engineering)
关键词 遗传算法 交叉率 变异率 genetic algorithms crossover rate mutation rate
  • 相关文献

参考文献1

二级参考文献9

  • 1恽为民,席裕庚.遗传算法的运行机理分析[J].控制理论与应用,1996,13(3):297-304. 被引量:80
  • 2MichalewiczZ.A modified Genetic Algorithms for Optimal Control Problems.ComputersMath.Applic.,1992,23(12):83~94
  • 3Scrinivas M,Patanaik L M.Adaptive probabilities of crossover and mutation.IEEETrans.SMC,1994,24(4):656~666
  • 4J.D.Schaffer,A.Morishma.An adaptive crossover mechanism for geneticalgorithms.In:Proceedings of the second International Conference on GeneticAlgorihms,1987:36~40
  • 5Davis L.Adapting operator probabilities in genetics algorithms.In:Proceedings ofthe 3th International Conference on Genetic Algorihms.Boc,1989:61~69
  • 6Davis L ed.Handbook of Genetic Algorithms.New York:Van Nostrand Reinhold,1991:203
  • 7Fogarty T C.Varying the probability of mutation in geneticalgorithms.In:Proceedings of the 3th International Conference on GeneticAlgorihms.Boc,1989:104~109
  • 8恽为民,席裕庚.简单遗传算法的运行机理研究.第三届中国自动化学术讨论会.珠海,1993:36-43
  • 9Whitley D.Genitor Ⅱ:a distributed geneticalgorithms.J.Expt.Ther.Intell.,1990,2:189~214

共引文献39

同被引文献220

引证文献31

二级引证文献119

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部