Surrogate-Assisted Evolutionary Algorithms with Adaptive Constraint Evaluation

Many real-world optimization problems have not only expensive objectives but also expensive constraints. However, most existing surrogate-assisted evolutionary algorithms (SAEAs) evaluate all constraints of the candidates. With limited number of evaluations, it is wasteful to constantly evaluate con...

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Bibliographic Details
Main Author: WEI Fengfeng, CHEN Weineng
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2023-06-01
Series:Jisuanji kexue yu tansuo
Subjects:
Online Access:http://fcst.ceaj.org/fileup/1673-9418/PDF/2203078.pdf