Constrained Multi-Modal Multi-Objective Evolutionary Algorithm with Problem Transformation into Two-Objective Subproblems

Real-world optimization problems often have multi-ple conflicting objective functions to be optimized simultaneously. In some of them, there are different Pareto optimal solutions with the same objective function values. Those problems are called multi-modal multi-objective optimization problems (MM...

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Bibliographic Details

Published in:	2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems (SCIS&ISIS) pp. 1 - 6
Main Authors:	Tokusaka, Teruhiko, Masuyama, Naoki, Nojima, Yusuke
Format:	Conference Proceeding
Language:	English
Published:	IEEE 09.11.2024
Subjects:	Constrained dominance principle Constrained multi-modal multi-objective optimization problems Constraint handling Evolutionary computation Linear programming Multi-objective evolutionary algorithms Optimization Pareto optimization
Online Access:	Get full text
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