Journal of Applied Mathematics

An Elite Decision Making Harmony Search Algorithm for Optimization Problem

Lipu Zhang, Yinghong Xu, and Yousong Liu

Full-text: Open access

Abstract

This paper describes a new variant of harmony search algorithm which is inspired by a well-known item “elite decision making.” In the new algorithm, the good information captured in the current global best and the second best solutions can be well utilized to generate new solutions, following some probability rule. The generated new solution vector replaces the worst solution in the solution set, only if its fitness is better than that of the worst solution. The generating and updating steps and repeated until the near-optimal solution vector is obtained. Extensive computational comparisons are carried out by employing various standard benchmark optimization problems, including continuous design variables and integer variables minimization problems from the literature. The computational results show that the proposed new algorithm is competitive in finding solutions with the state-of-the-art harmony search variants.

Article information

Source
J. Appl. Math., Volume 2012 (2012), Article ID 860681, 15 pages.

Dates
First available in Project Euclid: 14 December 2012

Permanent link to this document
https://projecteuclid.org/euclid.jam/1355495227

Digital Object Identifier
doi:10.1155/2012/860681

Mathematical Reviews number (MathSciNet)
MR2956511

Zentralblatt MATH identifier
1251.90214

Citation

Zhang, Lipu; Xu, Yinghong; Liu, Yousong. An Elite Decision Making Harmony Search Algorithm for Optimization Problem. J. Appl. Math. 2012 (2012), Article ID 860681, 15 pages. doi:10.1155/2012/860681. https://projecteuclid.org/euclid.jam/1355495227


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