Self-organizing map based differential evolution with dynamic selection strategy for multimodal optimization problems

Many real-world problems can be classified as multimodal optimization problems (MMOPs), which require to locate global optima as more as possible and refine the accuracy of found optima as high as possible. When dealing with MMOPs, how to divide population and obtain effective niches is a key to bal...

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Bibliografiske detaljer
Main Authors: Shihao Yuan, Hong Zhao, Jing Liu, Binjie Song
Format: Artigo
Sprog:Inglês
Udgivet: AIMS Press 2022-04-01
Serier:Mathematical Biosciences and Engineering
Fag:
self-organizing map
differential evolution
multimodal optimization problem
niching
dynamic selection
Online adgang:https://www.aimspress.com/article/doi/10.3934/mbe.2022279?viewType=HTML
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