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...

詳細記述

書誌詳細

主要な著者:	Tran-Hieu Nguyen, Anh-Tuan Vu
フォーマット:	Artigo
言語:	Inglês
出版事項:	Pouyan Press 2021-10-01
シリーズ:	Journal of Soft Computing in Civil Engineering
主題:	evolutionary algorithm differential evolution surrogate model machine learning classifier adaboost
オンライン･アクセス:	http://www.jsoftcivil.com/article_140631_5558a8192fd5dda8180018f59b838453.pdf
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