Division-selection transfer learning for prediction based dynamic multi-objective optimization

Abstract Dynamic multi-objective optimization problems (DMOPs) are challenging as they require capturing the Pareto optimal front (POF) and Pareto optimal set (POS) during the optimization process. In recent years, transfer learning (TL) has emerged the empirical knowledge and is an effective approa...

Full description

Saved in:
Bibliographic Details
Main Authors: Hongye Li, Fan Liang, Yulu Liu, Quanheng Zheng, Kunru Guo
Format: Article
Language:English
Published: Springer 2024-12-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-024-01656-0
Tags: Add Tag
No Tags, Be the first to tag this record!