Analysis of Parallel Sub-swarm PSO with the Same Total Particle Numbers
學年 104
學期 1
發表日期 2015-09-03
作品名稱 Analysis of Parallel Sub-swarm PSO with the Same Total Particle Numbers
作品名稱(其他語言)
著者 T. P. Hong; J. C. Chen; W. Y. Lin; C. H. Chen
作品所屬單位
出版者
會議名稱 The 18th International Conference on Network-Based Information Systems
會議地點 Taipei,Taiwan
摘要 In this paper, we re-visit the parallel PSO schemes and adopt a different perspective to parallelize PSO. In the adopted scheme, the original particle swarm is divided into several sub-swarms under the condition that the total particle numbers are the same, thus keeping nearly the same computational tasks. Each slave processor then individually runs a part of the sub-swarms. Experiments are also conducted to show the property and the performance of the scheme.
關鍵字 parallel processing;particle number;particle swarm optimization;sub-swarm
語言 en
收錄於
會議性質 國際
校內研討會地點
研討會時間 20150903~20150905
通訊作者
國別 TWN
公開徵稿
出版型式
出處 Network-Based Information Systems (NBiS), 2015 18th International Conference, pp.616-619
相關連結

機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/106409 )