Evolutionary multiobjective optimization via efficient sampling-based offspring generation

Abstract With the rising number of large-scale multiobjective optimization problems from academia and industries, some evolutionary algorithms (EAs) with different decision variable handling strategies have been proposed in recent years. They mainly emphasize the balance between convergence enhancem...

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Bibliographic Details
Main Authors: Cheng He, Lianghao Li, Ran Cheng, Yaochu Jin
Format: Article
Language:English
Published: Springer 2023-02-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-023-00990-z