A novel hybrid algorithm based on Stochastic Fractal Search Algorithm and CMA-ES

A novel hybrid algorithm based on Stochastic Fractal Search Algorithm and CMA-ES

In this study, a novel hybridization approach, which is called CMASFS and is based on the covariance matrix adaptation evolution strategy (CMA-ES) and the stochastic fractal search (SFS) algorithms. To make the proposed algorithm dynamic, Gaussian walk equations involved in the diffusion process of...

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Bibliographic Details
Main Authors: Uğur Güvenç, Okan Bingöl, Serdar Paçacı
Format: Article
Language:English
Published: Düzce University 2023-04-01
Series:Düzce Üniversitesi Bilim ve Teknoloji Dergisi
Subjects:
optimization algorithm
meta-heuristic
covariance matrix adaptation evolution strategy
stochastic fractal search
cec 2017 benchmark problems
optimizasyon algoritması
meta-sezgisel
kovaryans matrisi adaptasyon evrim stratejisi
stokastik fraktal arama
cec 2017 benchmark problemleri
Online Access:https://dergipark.org.tr/tr/download/article-file/2404278

Internet

https://dergipark.org.tr/tr/download/article-file/2404278

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