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基于变异算子的人工鱼群混合算法

黄华娟 周永权

计算机工程与应用2009,Vol.45Issue(33):28-30,37,4.
计算机工程与应用2009,Vol.45Issue(33):28-30,37,4.DOI:10.3778/j.issn.1002-8331.2009.33.010

基于变异算子的人工鱼群混合算法

Hybrid artificial fish swarm algorithm based on mutation operator

黄华娟 1周永权1

作者信息

  • 1. 广西民族大学,数学与计算机科学学院,南宁530006
  • 折叠

摘要

Abstract

A Hybrid Artificial Fish Swarm Algorithm(HAFSA) is proposed,where the Hooke-Jeeves pattern search is combined with AFSA to speed up the local search,also mutation operator is embedded to avoid the common defect of premature conver-gence.So the hybrid algorithm is capable of improving the local search ability of the algorithm,as well as reducing the computa-tional burden.The experimental results through testing by functions and practical problems show that the hybrid algorithm is effi-cient and effective.

关键词

人工鱼群算法/Hooke-Jeeves方法/混合算法/变异

Key words

artificial fish school algorithm/Hooke-Jeeves method/hybrid algorithm/mutation

分类

信息技术与安全科学

引用本文复制引用

黄华娟,周永权..基于变异算子的人工鱼群混合算法[J].计算机工程与应用,2009,45(33):28-30,37,4.

基金项目

国家自然科学基金(the National Natural Science Foundation of China under Grant No.60461001) (the National Natural Science Foundation of China under Grant No.60461001)

广西省自然科学基金(the Natural Science Foundation of Guangxi Province of China under Grant No.0542048,No.0832082). (the Natural Science Foundation of Guangxi Province of China under Grant No.0542048,No.0832082)

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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