Dynamical Sphere Regrouping Particle Swarm Optimization: A Proposed Algorithm for Dealing with PSO Premature Convergence in Large-Scale Global Optimization

Optimizing large-scale numerical problems is a significant challenge with numerous real-world applications. The optimization process is complex due to the multi-dimensional search spaces and possesses several locally optimal regions. In response to this issue, various metaheuristic algorithms and va...

Full description

Bibliographic Details

Published in:	Mathematics
Main Authors:	Martín Montes Rivera, Carlos Guerrero-Mendez, Daniela Lopez-Betancur, Tonatiuh Saucedo-Anaya
Format:	Article
Language:	English
Published:	MDPI AG 2023-10-01
Subjects:	PSO regrouping PSO large-scale optimization swarm optimization
Online Access:	https://www.mdpi.com/2227-7390/11/20/4339