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A novel hybrid particle swarm optimizer: Tradeoff between exploration and exploitation

  • Xi'an Jiaotong University
  • Xidian University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Hybridization is a useful method to enhance the performance of particle swarm optimizer (PSO). In this paper, a novel particle swarm optimizer (NHPSO) combining PSO with a constriction factor (CF-PSO) and the fully informed particle swarm optimizer (FIPSO) in cycles is proposed, in order to balance the convergence speed and search accuracy. Six most commonly used benchmarks are used to evaluate the strategy on the performance of PSOs. The results suggest NHPSO has a generally good performance in numerical optimization.

源语言英语
主期刊名ICINIS 2009 - Proceedings of the 2nd International Conference on Intelligent Networks and Intelligent Systems
457-460
页数4
DOI
出版状态已出版 - 2009
已对外发布
活动2nd International Conference on Intelligent Networks and Intelligent Systems, ICINIS 2009 - Tianjin, 中国
期限: 1 11月 20093 11月 2009

出版系列

姓名ICINIS 2009 - Proceedings of the 2nd International Conference on Intelligent Networks and Intelligent Systems

会议

会议2nd International Conference on Intelligent Networks and Intelligent Systems, ICINIS 2009
国家/地区中国
Tianjin
时期1/11/093/11/09

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