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Individuals redistribution based on differential evolution for covariance matrix adaptation evolution strategy

Among population-based metaheuristics, both Differential Evolution (DE) and Covariance Matrix Adaptation Evolution Strategy (CMA-ES) perform outstanding for real parameter single objective optimization. Compared with DE, CMA-ES stagnates much earlier in many occasions. In this paper, we propose CMA-...

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Detalles Bibliográficos
Autores principales: Chen, Zhe, Liu, Yuanxing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8770519/
https://www.ncbi.nlm.nih.gov/pubmed/35046441
http://dx.doi.org/10.1038/s41598-021-04549-1