Development of a Compound Optimization Approach Based on Imperialist Competitive Algorithm

被引：0
|
作者：
Wang, Qimei [1 ]
Yang, Zhihong [2 ]
Wang, Yong [2 ]
机构：
[1] Northeast Normal Univ, Sch Business, Changchun, Peoples R China
[2] Shandong Univ, Inst IE, Sch ME, Jinan, Peoples R China
来源：
PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON APPLIED MECHANICS, MECHATRONICS AND INTELLIGENT SYSTEMS (AMMIS2015) | 2016年
关键词：
Optimization; Imperialist Competitive Algorithm; Nelder-Mead Simplex Method;
D O I：
暂无
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
In this paper, an improved novel approach is developed for the imperialist competitive algorithm to achieve a greater performance. The Nelder-Meand simplex method is applied to execute alternately with the original procedures of the algorithm. The approach is tested on twelve widely-used benchmark functions and is also compared with other relative studies. It is shown that the proposed approach has a faster convergence rate, better search ability, and higher stability than the original algorithm and other relative methods.
引用
收藏
页码：611 / 617
页数：7
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