Improved Population Prediction Strategy for Dynamic Multi-Objective Optimization Algorithms Using Transfer Learning

Many real-world optimization problems have dynamic multiple objectives and constrains, such problems are called dynamic multi-objective optimization problems (DMOPs). Although many dynamic multi-objective evolutionary algorithms (DMOEAs) have been proposed to solve DMOPs, how to effectively track th...

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Bibliographic Details

Published in:	2021 IEEE Congress on Evolutionary Computation (CEC) pp. 103 - 110
Main Authors:	Liu, Zhening, Wang, Handing
Format:	Conference Proceeding
Language:	English
Published:	IEEE 28.06.2021
Subjects:	Dynamic multi-objective optimization evolutionary algorithm Evolutionary computation Heuristic algorithms Machine learning algorithms Prediction algorithms Prediction methods Sociology Transfer learning
Online Access:	Get full text
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