A novel elite guidance-based social learning particle swarm optimization algorithm

To improve the premature convergence and poor global search capability of the classical particle swarm algorithm(PSO), this paper proposes a novel elite guidance-based social learning particle swarm optimization (ESLPSO) algorithm. In the ESLPSO algorithm, a hierarchical topological search method is...

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Bibliographic Details
Main Authors: QI Cheng, XIE Junwei, WANG Xue, FENG Weike, ZHANG Haowei
Format: Article
Language:zho
Published: EDP Sciences 2024-10-01
Series:Xibei Gongye Daxue Xuebao
Subjects:
Online Access:https://www.jnwpu.org/articles/jnwpu/full_html/2024/05/jnwpu2024425p948/jnwpu2024425p948.html
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