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Success-History Based Parameter Adaptation in MOEA/D Algorithm

In this paper two parameter self-adaptation schemes are proposed for the MOEA/D-DE algorithm. These schemes use the fitness improvement ration to change four parameter values for every individual separately, as long as in the MOEA/D framework every individual solves its own scalar optimization probl...

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Detalles Bibliográficos
Autores principales: Akhmedova, Shakhnaz, Stanovov, Vladimir
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7354791/
http://dx.doi.org/10.1007/978-3-030-53956-6_41