和声搜索算法参数的均匀设计 |
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引用本文: | 赵鹏军,刘三阳. 和声搜索算法参数的均匀设计[J]. 内蒙古环境科学, 2009, 0(3) |
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作者姓名: | 赵鹏军 刘三阳 |
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作者单位: | [1]商洛学院数学与计算机科学系 [2]西安电子科技大学理学院 |
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基金项目: | 国家自然科学基金资助项目(60674108,60574075) |
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摘 要: | 和声搜索算法的参数设置主要是依靠经验和试验来确定,造成试验工作量大且难以得到最优的参数组合,影响了算法的应用.文中通过将和声搜索算法参数设置问题描述成均匀设计中多因素、多水平的试验设计,从而能够用较少的试验很快设置算法参数的取值.仿真试验表明,利用均匀设计得到的参数组合可使算法获得较优的寻优性能,说明了该方法的可行性和有效性.
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关 键 词: | 和声搜索 均匀设计 智能优化 复杂函数 |
Uniform Design of the Parameters of Harmony Search Algorithm |
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Affiliation: | ZHAO Peng-jun1; LIU San-yang2 (1.Department of Mathematics and Computer Science; Shanglue University; Shangluo 726000; China; 2.School of Science; Xidian University; Xi an 710071; China); |
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Abstract: | The parameters of Harmony Search(HS)algorithm are determined by experience and experiments.This leads to heavy work load and makes the optimal combination of the parameters difficult to obtain and affects the application of HS algorithm.Uniform design method is used to convert the problem of parameter setup into the experimental design of multi-factor and multi-level,which can help determine the parameter values through fewer experiments.Simulation results for the benchmark problems show feasibility and eff... |
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Keywords: | harmony search uniform design intelligent optimization complex functions |
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