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

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...

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

Internet

https://www.mdpi.com/2227-7390/11/20/4339

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