A Dynamic Exemplars Selection-based Differential Evolution Algorithm for Constrained Multi-objective Optimization

Constrained multi-objective optimization problems (CMOPs) pose a significant challenge due to the presence of multiple conflicting objective functions requiring optimization, alongside numerous complex constraints that must be satisfied. When employing evolutionary algorithms (EAs) to address such p...

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Veröffentlicht in:	2024 7th International Symposium on Autonomous Systems (ISAS) S. 1 - 8
Hauptverfasser:	Ban, Xuanxuan, Liang, Jing, Yu, Kunjie, Qiao, Kangjia, Wang, Yaonan, Peng, Jinzhu
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 07.05.2024
Schlagworte:	Algebra Autonomous systems Constrained multi-objective optimization Differential evolution Evolutionary computation Heuristic algorithms Learning exemplars Linear programming Sociology Statistics
Online-Zugang:	Volltext
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