福建农林大学学报(自然科学版)2011,Vol.40Issue(5):556-560,5.
基于共轭梯度法的小生境混合遗传算法
Niche hybrid genetic algorithm based on conjugate gradient algorithm
摘要
Abstract
A new hybrid genetic algorithm which combines the good property of the global search of genetic algorithm and regional search of conjugate gradient approach was proposed. In order to ensure the diversity of population and improve the velocity of convergence and efficiency, the niche skill was brought out, by which the best operator was better shared and the function was strengthened. Numerical experiment showed that the new method was feasible and efficient.关键词
共轭梯度法/遗传算法/小生境技术/多峰函数Key words
conjugate gradient algorithm (CCA) /genetic algorithm (CA) /niche technology/multimodal function分类
数理科学引用本文复制引用
薛凌霄,鄢智强,陈绩馨,简薇薇,叶海..基于共轭梯度法的小生境混合遗传算法[J].福建农林大学学报(自然科学版),2011,40(5):556-560,5.基金项目
福建农林大学青年教师基金资助项目(2010021) (2010021)
福建省教育厅资助项目(JB08258). (JB08258)