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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Bibliografiset tiedot
Päätekijät: Shihao Yuan, Hong Zhao, Jing Liu, Binjie Song
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: AIMS Press 2022-04-01
Sarja:Mathematical Biosciences and Engineering
Aiheet:
self-organizing map
differential evolution
multimodal optimization problem
niching
dynamic selection
Linkit:https://www.aimspress.com/article/doi/10.3934/mbe.2022279?viewType=HTML
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