文献类型：期刊文献

英文题名：Cultural particle swarm optimization algorithm and its application

作者：Zhou, Wei[1]; Bu, Yan-Ping[2]

机构：[1] School of Business, East China University of Science and Technology, Shanghai, 200237, China; [2] School of Technology, Shanghai Jiaotong University, Shanghai, 201101, China

年份：2012

起止页码：740

外文期刊名：Proceedings of the 2012 24th Chinese Control and Decision Conference, CCDC 2012

收录：EI(收录号：20124015483512)

语种：英文

外文关键词：Virtual corporation

摘要：Based on cultural algorithm and classical particle swarm optimization (PSO) algorithm, a cultural particle swarm optimization (CPSO) algorithm is proposed. In the improved algorithm, double evolutionary mechanisms are used. The population space and the belief space of cultural algorithm are redesigned. The proposed model was used to solve the partner selection problem of virtual enterprise. In a virtual enterprise, the whole task can be accomplished by the cooperation among those candidate partners. The optimal objective is to minimize the total cost and completing time. Finally, the performance of the algorithm is evaluated by simulations. Results demonstrate the feasibility and efficiency of the proposed algorithm. ? 2012 IEEE.