Journal of Applied Mathematics
- J. Appl. Math.
- Volume 2012 (2012), Article ID 147950, 20 pages.
Theoretical and Empirical Analyses of an Improved Harmony Search Algorithm Based on Differential Mutation Operator
Harmony search (HS) method is an emerging metaheuristic optimization algorithm. In this paper, an improved harmony search method based on differential mutation operator (IHSDE) is proposed to deal with the optimization problems. Since the population diversity plays an important role in the behavior of evolution algorithm, the aim of this paper is to calculate the expected population mean and variance of IHSDE from theoretical viewpoint. Numerical results, compared with the HSDE, NGHS, show that the IHSDE method has good convergence property over a test-suite of well-known benchmark functions.
J. Appl. Math., Volume 2012 (2012), Article ID 147950, 20 pages.
First available in Project Euclid: 2 January 2013
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Yong, Longquan; Liu, Sanyang; Zhang, Jianke; Feng, Quanxi. Theoretical and Empirical Analyses of an Improved Harmony Search Algorithm Based on Differential Mutation Operator. J. Appl. Math. 2012 (2012), Article ID 147950, 20 pages. doi:10.1155/2012/147950. https://projecteuclid.org/euclid.jam/1357153509