A classification tree and decomposition based multi-objective evolutionary algorithm with adaptive operator selection

Abstract Adaptive operator selection (AOS) is used to dynamically select the appropriate genic operator for offspring reproduction, which aims to improve the performance of evolutionary algorithms (EAs) by producing high-quality offspring during the evolutionary process. This paper proposes a novel...

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Bibliographic Details
Main Authors: Huantong Geng, Ke Xu, Yanqi Zhang, Zhengli Zhou
Format: Article
Language:English
Published: Springer 2022-07-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-022-00812-8