A self-organized speciation based multi-objective particle swarm optimizer for multimodal multi-objective problems

• Published in: Applied soft computing Vol. 86; p. 105886
• Main Authors: Qu, Boyang, Li, Chao, Liang, Jing, Yan, Li, Yu, Kunjie, Zhu, Yongsheng
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.01.2020
• Subjects: Multi-objective optimization; Multimodal optimization; Niching technique; Particle swarm optimizer; Multi-objective optimization; Multimodal optimization; Niching technique; Particle swarm optimizer

This paper proposes a self-organized speciation based multi-objective particle swarm optimizer (SS-MOPSO) to locate multiple Pareto optimal solutions for solving multimodal multi-objective problems. In the proposed method, the speciation strategy is used to form stable niches and these niches/subpop...