Title :
Convergence Property Analysis for PSO Based on Cluster-Degree
Author :
Dou Quansheng ; Jiang Ping ; Yu Zhijun ; Shi Zhongzhi
Author_Institution :
Yantai Dongfang Electron. Inf. Ind. Group Co, Ltd., Yantai, China
Abstract :
The concept of cluster-degree was put forward and distribute status of particle with different cluster-degree was studied. The reasonable parameters setting range based on cluster-degree was proposed. Under the direction of cluster-degree, many parameters which can get better searching results were found. So this paper is helpful for the choosing and adjustment of PSO parameters in practical application.
Keywords :
convergence; particle swarm optimisation; cluster-degree; convergence property analysis; particle swarm optimization; Computational intelligence; Computer industry; Computer science; Computer security; Convergence; Electronics industry; Industrial electronics; Information analysis; Information security; Medical services; Cluster-degree; Convergence; PSO;
Conference_Titel :
Computational Intelligence and Security, 2008. CIS '08. International Conference on
Conference_Location :
Suzhou
Print_ISBN :
978-0-7695-3508-1
DOI :
10.1109/CIS.2008.83
