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
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;
Conference_Titel :
Electrical and Control Engineering (ICECE), 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-6880-5
DOI :
10.1109/iCECE.2010.399
