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基于最优变异的万有引力算法

徐怀祥 刘伟

广东工业大学学报Issue(1):46-50,5.
广东工业大学学报Issue(1):46-50,5.DOI:10.3969/j.issn.1007-7162.2014.01.009

基于最优变异的万有引力算法

The Gravitational Algorithm Based on the Optimal Mutation

徐怀祥 1刘伟1

作者信息

  • 1. 广东工业大学应用数学学院,广东广州510006
  • 折叠

摘要

Abstract

Considering the low convergence speed of the standard gravitational algorithm , and its being stalled easily in the evolutionary process , it proposes the gravitational algorithm , based on the optimal mutation .A mutation operator was introduced , which made it possible for the algorithm to escape from lo-cal optima , thus accelerating the convergence speed .A constraint handling mechanism was proposed for the infeasible mass after mutation .The simulation results show that the new algorithm not only has better ability of optimization , but also improves to some extent the stability .It is an effective algorithm .

关键词

万有引力算法/变异/搜索

Key words

gravitational algorithm/mutation/search

分类

信息技术与安全科学

引用本文复制引用

徐怀祥,刘伟..基于最优变异的万有引力算法[J].广东工业大学学报,2014,(1):46-50,5.

基金项目

国家自然科学基金资助项目 ()

广东工业大学学报

1007-7162

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