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...

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Bibliographic Details

Published in:	Swarm and evolutionary computation Vol. 94; p. 101876
Main Authors:	Hu, Yaru, Li, Yana, Ou, Junwei, Peng, Jiankang, Li, Jun, Zheng, Jinhua
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.04.2025
Subjects:	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 Access:	Get full text
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