Particle Swarm Optimization with Enhanced Global Search and Local Search

In order to mitigate the problems of premature convergence and low search accuracy that exist in traditional particle swarm optimization (PSO), this paper presents PSO with enhanced global search and local search (EGLPSO). In EGLPSO, most of the particles would be concentrated in global search at th...

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Bibliographic Details
Main Authors: Wang Jie, Li Hongwen
Format: Article
Language:English
Published: De Gruyter 2017-07-01
Series:Journal of Intelligent Systems
Subjects:
pso
Online Access:https://doi.org/10.1515/jisys-2015-0153