Analysis of Parallel Sub-swarm PSO with the Same Total Particle Numbers

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题名:	Analysis of Parallel Sub-swarm PSO with the Same Total Particle Numbers
作者:	Hong, T. P.;Chen, J. C.;Lin, W. Y.;Chen, C. H.
关键词:	parallel processing;particle number;particle swarm optimization;sub-swarm
日期:	2015-09-03
上传时间:	2016-04-27 11:12:08 (UTC+8)
出版者:	IEEE
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.
關聯:	Network-Based Information Systems (NBiS), 2015 18th International Conference, pp.616-619
DOI:	10.1109/NBiS.2015.92
显示于类别:	[資訊工程學系暨研究所] 會議論文

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