《计算机应用研究》|Application Research of Computers

基于折射原理的混合型花朵授粉算法

Hybrid flower pollination algorithm based on refraction principle

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作者 崔丽群,张晨,郑宝林,周四宏
机构 辽宁工程技术大学 软件学院,辽宁 葫芦岛 125105
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文章编号 1001-3695(2019)05-011-1328-05
DOI 10.19734/j.issn.1001-3695.2017.11.0731
摘要 针对花朵授粉算法收敛速度慢、寻优精度低的缺陷,提出基于折射原理的混合型花朵授粉算法(refrHFPA)。算法首先利用和声搜索算法提升算法收敛速度,然后利用折射原理提高种群的多样性,帮助算法跳出局部最优,提升寻优精度。实验利用八个测试函数,对比其他群智能算法,结果表明refrHFPA算法在收敛速度和寻优精度方面均有显著的提高。
关键词 花朵授粉算法; 和声搜索算法; 折射原理; 种群多样性
基金项目 国家自然科学基金资助项目(61172144)
辽宁省教育厅资助项目(L2012113)
本文URL http://www.arocmag.com/article/01-2019-05-011.html
英文标题 Hybrid flower pollination algorithm based on refraction principle
作者英文名 Cui Liqun, Zhang Chen, Zheng Baolin, Zhou Sihong
机构英文名 School of Software,Liaoning Technical University,Huludao Liaoning 125105,China
英文摘要 This paper proposed a hybrid flower pollination algorithm(refrHFPA) based on refraction principle for the slow convergence rate of flower pollination algorithm and low optimization accuracy. The algorithm firstly used the harmony search algorithm to improve the convergence speed of the algorithm, then it used the refraction principle to improve the diversity of the population, and helped the algorithm to jump out of the local optimal and improved the accuracy of optimization. It used eight test functions to compare other intelligent algorithms, and the results show that the refrHFPA algorithm has a significant improvement in convergence speed and optimization accuracy.
英文关键词 flower pollination algorithm; harmony search algorithm; refraction principle; population diversity
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收稿日期 2017/11/1
修回日期 2017/12/27
页码 1328-1332,1342
中图分类号 TP301.6
文献标志码 A