A survey on applications of the harmony search algorithm

被引:280
作者
Manjarres, D. [1 ]
Landa-Torres, I. [1 ]
Gil-Lopez, S. [1 ]
Del Ser, J. [1 ]
Bilbao, M. N. [2 ]
Salcedo-Sanz, S. [3 ]
Geem, Z. W. [4 ]
机构
[1] Tecnalia Res & Innovat, Optima Area, Zamudio 48170, Bizkaia, Spain
[2] Univ Basque Country, Dept Commun Engn, Bilbao 48013, Spain
[3] Univ Alcala Madrid, Dept Signal Theory & Commun, Madrid, Spain
[4] Gachon Univ, Dept Energy IT, Songnam 461701, South Korea
关键词
Harmony search algorithm; State of the art; Applications; EXTREME LEARNING-MACHINE; POWER ECONOMIC-DISPATCH; TOTAL FLOW TIME; ENGINEERING OPTIMIZATION; HEURISTIC ALGORITHM; OPTIMUM DESIGN; COMBINED HEAT; HYBRID; SHOP; NETWORKS;
D O I
10.1016/j.engappai.2013.05.008
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper thoroughly reviews and analyzes the main characteristics and application portfolio of the so-called Harmony Search algorithm, a meta-heuristic approach that has been shown to achieve excellent results in a wide range of optimization problems. As evidenced by a number of studies, this algorithm features several innovative aspects in its operational procedure that foster its utilization in diverse fields such as construction, engineering, robotics, telecommunications, health and energy. This manuscript will go through the most recent literature on the application of Harmony Search to the aforementioned disciplines towards a three-fold goal: (1) to underline the good behavior of this modern meta-heuristic based on the upsurge of related contributions reported to date; (2) to set a bibliographic basis for future research trends focused on its applicability to other areas; (3) to provide an insightful analysis of future research lines gravitating on this meta-heuristic solver. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1818 / 1831
页数:14
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