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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Detalhes bibliográficos

Principais autores:	Tran-Hieu Nguyen, Anh-Tuan Vu
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Pouyan Press 2021-10-01
Colecção:	Journal of Soft Computing in Civil Engineering
Assuntos:	evolutionary algorithm differential evolution surrogate model machine learning classifier adaboost
Acesso em linha:	http://www.jsoftcivil.com/article_140631_5558a8192fd5dda8180018f59b838453.pdf
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