Dynamic multi-objective evolutionary algorithm based on dual-layer collaborative prediction under multiple perspective

Prediction-based strategies become increasingly prominent in addressing dynamic multi-objective optimization problems (DMOPs). However, challenges remain in selecting predictive models and effectively utilizing historical solutions. In this paper, we propose a multiple perspective dual-layer collabo...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Swarm and evolutionary computation Jg. 94; S. 101876
Hauptverfasser:	Hu, Yaru, Li, Yana, Ou, Junwei, Peng, Jiankang, Li, Jun, Zheng, Jinhua
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 01.04.2025
Schlagworte:	Gaussian process regression Historical similarity detection Knee-point interval partitioning Prediction-based strategies Gaussian process regression Prediction-based strategies Knee-point interval partitioning Historical similarity detection
ISSN:	2210-6502
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!