DocumentCode
3015808
Title
Research of Load-Balance Technique for Cooperative PSO
Author
Lei, Liu ; Tao, Jing ; Lu, Jia
Author_Institution
Sch. of Inf. Syst. & Manage., NUDT, Changsha, China
fYear
2010
fDate
25-27 June 2010
Firstpage
1619
Lastpage
1622
Abstract
Two mechanisms of cooperative PSO (CPSO) were analyzed, and the load-balance requirement of equipotent CPSO mechanism was discussed. Then the CPSO load-balance architecture was set up, control parameters were chosen, and the criterion of PSO convergence degree was established. Finally, the control strategy for CPSO´ load-balance was proposed. Two tests show that the proposed technique improved the CPSO in precision and efficiency.
Keywords
particle swarm optimisation; resource allocation; cooperative PSO; load-balance technique; Accuracy; Algorithm design and analysis; Collaboration; Convergence; Equations; Optimization; Particle swarm optimization; cooperative PSO; load-balance; optimization algorithms; performance analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical and Control Engineering (ICECE), 2010 International Conference on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-6880-5
Type
conf
DOI
10.1109/iCECE.2010.399
Filename
5631702
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