A coevolutionary algorithm using Self-organizing map approach for multimodal multi-objective optimization

• Published in: Applied soft computing Vol. 164; p. 111954
• Main Authors: Liu, Zongli, Yang, Yuze, Cao, Jie, Zhang, Jianlin, Chen, Zuohan, Liu, Qingyang
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.10.2024
• Subjects: Coevolutionary mechanism; Exploration and exploitation; Multimodal multi-objective evolutionary algorithms; Self-organizing map neural network; Exploration and exploitation; Coevolutionary mechanism; Self-organizing map neural network; Multimodal multi-objective evolutionary algorithms

Multimodal Multi-Objective Problems (MMOPs) are frequently encountered in the real world. Traditional Multimodal Multi-Objective Evolutionary Algorithms (MMEAs) often find multiple Pareto optimal solutions with the same objective values. However, in real-world problems, there often exist multiple gl...