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一种最大最小萤光素值人工萤火虫算法

刘佳昆 周永权

计算机应用研究2011,Vol.28Issue(10):3662-3664,3.
计算机应用研究2011,Vol.28Issue(10):3662-3664,3.DOI:10.3969/j.issn.1001-3695.2011.10.015

一种最大最小萤光素值人工萤火虫算法

Glowworm swarm optimization algorithm based on max-min luciferin

刘佳昆 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

The algorithm of glowworm swarm optimization is easy to fall into local optimization, and has the low speed of convergence in the late. In order to solve these problems, this paper raised a glowworm swarm optimization algorithm based on max-min luciferin. This algorithm in luciferin value update process joined the maximum minimum luciferin value range to avoid the algorithm into local minimum. Through eight typical functions testing, experiment results show that the proposed algorithm has strong global searching capability, and can effectively avoid precocious phenomenon, thus obviously improving the optimization global ability.

关键词

人工萤火虫算法/最大最小萤光素值/函数优化

Key words

glowworm swarm optimization (GSO) / max-min luciferin/ function optimization

分类

信息技术与安全科学

引用本文复制引用

刘佳昆,周永权..一种最大最小萤光素值人工萤火虫算法[J].计算机应用研究,2011,28(10):3662-3664,3.

基金项目

广西自然科学基金资助项目(0991086) (0991086)

计算机应用研究

OA北大核心CSCDCSTPCD

1001-3695

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