An ensemble learning based prediction strategy for dynamic multi-objective optimization

• Published in: Applied soft computing Vol. 96; p. 106592
• Main Authors: Wang, Feng, Li, Yixuan, Liao, Fanshu, Yan, Hongyang
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.11.2020
• Subjects: Dynamic multi-objective evolutionary algorithm; Ensemble learning; Prediction strategy; Ensemble learning; Prediction strategy; Dynamic multi-objective evolutionary algorithm

Prediction strategies are widely-used in dynamic multi-objective evolutionary algorithms (DMOEAs). However, the characteristics of the environmental changes are different and only use one single prediction model cannot react to the changes effectively. The mismatching of the changes and prediction m...