An improved global-best harmony search algorithm

被引：78
|
作者：
El-Abd, Mohammed [1 ]
机构：
[1] Amer Univ Kuwait, Dept Comp Engn, Safat 13034, Kuwait
来源：
APPLIED MATHEMATICS AND COMPUTATION | 2013年 / 222卷
关键词：
Harmony search; Meta-heuristics; Continuous optimization; OPTIMIZATION;
D O I：
10.1016/j.amc.2013.07.020
中图分类号：
O29 [应用数学];
学科分类号：
070104 ;
摘要：
This paper introduces an improved global-best harmony search (IGHS) algorithm. The proposed modifications effectively combines a novel improvisation scheme with a previously developed mechanism for updating the pitch adjustment rate (PAR) and the distance bandwidth (bw). The aim of this modification is to efficiently investigate the search space by going through the stages of exploration and exploitation. The proposed algorithm is compared against seven previous modifications to HS using rigorous statistical tests when applied to the CEC05 benchmark functions showing a superior performance on most of the tested functions. (C) 2013 Elsevier Inc. All rights reserved.
引用
收藏
页码：94 / 106
页数：13
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