A Physical Interpretation of Particle Swarm Optimization

• Iwasaki Nobuhiro

  Tokyo Metropolitan University

• Yasuda Keiichiro

  Tokyo Metropolitan University

抄録

The Particle Swarm Optimization (PSO) method is one of the most powerful methods available for solving both unconstrained and constrained global optimization problems. However, knowledge about how the PSO method works or finds a globally optimal solution of a global optimization problem is as yet limited. This paper deals with a physical interpretation of the PSO method in order to obtain strategies about how to tune its parameters. The results of this study will contribute to a reduction of labor for tuning the parameters of PSO.

収録刊行物

• 電気学会論文誌Ｃ（電子・情報・システム部門誌）

  電気学会論文誌Ｃ（電子・情報・システム部門誌） 125 (3), 538-539, 2005

  一般社団法人 電気学会

キーワード

• Meta-heuristics
• Global Optimization
• Particle Swarm Optimization

詳細情報

• CRID: 1390001204605625600
• NII論文ID: 10014490530
• NII書誌ID: AN10065950
• DOI: 10.1541/ieejeiss.125.538
• ISSN: 13488155
• ISSN: 03854221
• Web Site: http://www.jstage.jst.go.jp/article/ieejeiss/125/3/125_3_538/_pdf
• 本文言語コード: en
• データソース種別:
  • JaLC
  • Crossref
  • CiNii Articles
• 抄録ライセンスフラグ: 使用不可