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