Rastgele Değişkenli Melez DG-HA Algoritması

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Gümüşhane Üniversitesi Fen Bilimleri Dergisi
CMES 2018 Supplement Issue
Rastgele Değişkenli Melez DG-HA Algoritması

Rastgele Değişkenli Melez DG-HA Algoritması

Authors : Ezgi DENİZ ÜLKER

Pages : 119-124

Doi:10.17714/gumusfenbil.427696

View : 37 | Download : 20

Publication Date : 2018-11-30

Article Type : Research Paper

Abstract :The evolutionary algorithms and their hybrid methods are quite efficient and accurate in terms of solution quality of optimization. In this study, a new hybrid algorithm is generated by merging Differential Evolution (DE) and Harmony Search Optimization (HS) algorithms which is called DES. The core steps of the algorithms are used without any modifications, but the main control parameters which directly affect the performance are randomized. The experimental study is done by comparing DE, HS and their hybrid method DES. According to the results, it is found that DES algorithm has improved the performances of original algorithms for the selected test problems.
Keywords : Differential evolution, Evolutionary algorithms, Harmony search, Hybridization, Random parameters

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