Comparison of Machine Learning Classifiers for Reducing Fitness Evaluations of Structural Optimization

Metaheuristic algorithms have been widely used to solve structural optimization problems. Despite their powerful search capabilities, these algorithms often require a large number of fitness evaluations. Constructing a machine learning classifier to identify which individuals should be evaluated usi...

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Autores principales: Tran-Hieu Nguyen, Anh-Tuan Vu
Formato: article
Lenguaje:EN
Publicado: Pouyan Press 2021
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Acceso en línea:https://doaj.org/article/354635fcf77e46fa8f23f1c2004a56e2
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