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正弦余弦指引的乌鸦搜索算法研究

肖子雅 刘升 韩斐斐 于建芳

计算机工程与应用2019,Vol.55Issue(21):51-58,8.
计算机工程与应用2019,Vol.55Issue(21):51-58,8.DOI:10.3778/j.issn.1002-8331.1808-0077

正弦余弦指引的乌鸦搜索算法研究

Crow Search Algorithm Based on Directing of Sine Cosine Algorithm

肖子雅 1刘升 1韩斐斐 1于建芳1

作者信息

  • 1. 上海工程技术大学 管理学院,上海 201620
  • 折叠

摘要

Abstract

Crow search algorithm is developed from imitating foraging behaviors of crows. In order to reduce the blind-ness of updating strategy, a crow search algorithm based on sine and cosine algorithm is proposed, which means designing sine and cosine algorithm as a local optimization operator to optimize the crow agent. The improved algorithm makes each crow agent fully absorbing the position difference information between itself and the best agent, effectively guiding the crows to approach the optimal value along the optimal direction, and improves the convergence and accuracy of the optimization. A series of standard functions are tested and the experimental results show that SCA-CSA has a better performance.

关键词

乌鸦搜索算法/正弦余弦算法/多模态函数

Key words

crow search algorithm/sine cosine algorithm/multimodal function

分类

信息技术与安全科学

引用本文复制引用

肖子雅,刘升,韩斐斐,于建芳..正弦余弦指引的乌鸦搜索算法研究[J].计算机工程与应用,2019,55(21):51-58,8.

基金项目

国家自然科学基金(No.61075115,No.61673258). (No.61075115,No.61673258)

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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