电子学报2011，Vol.39Issue(8)：1913-1918,6.
自适应混合变异文化算法
Adaptive Cultural Algorithm Adopting Mixed Mutation
摘要
Abstract
Evolutionary programming adopting angle mutation operator can not give attention to exploration and exploitation both. So two kinds of mixed mutation strategy including Cauchy + chaotic mutation operator and Cauchy + Gaussian mutation operator are given. A novel adaptive cultural algorithm adopting above mixed mutation strategy is proposed by adopting dual structure in cultural algorithm. Implicit knowledge extracted from the evolution process is used to control occasion and proportion of each mutation operator in mixed mutation strategy. Simulation results indicate mat the algorithm can effectively improve the speed of convergence and have better convergence.关键词
自适应/柯西变异/高斯变异/混沌变异/文化算法Key words
adaptive/ Cauchy mutation/ Gaussian imitation/ chaotic mutation/ cultural algorithms分类
信息技术与安全科学引用本文复制引用
郭一楠,刘丹丹,程健,王辉..自适应混合变异文化算法[J].电子学报,2011,39(8):1913-1918,6.基金项目
国家自然科学基金(No.60805025) （No.60805025）
江苏省自然科学基金(No.BK2010183) （No.BK2010183）
江苏省青蓝工程 （）
