Art

J-GLOBAL ID：201002264181962569   Reference number：10A0379408

A Novel Particle Swarm Optimization Model with Adjustment of Search Property According to Update of the Global Best Solution

全体最良解更新状況に応じた探索特性調節機構をもたせた新型Particle Swarm Optimizationモデル

Author (2)： MASUDA KAZUAKI (神奈川大学) ,  KURIHARA KENZO (神奈川大学)
Material： 電気学会論文誌 C  (IEEJ Transactions on Electronics, Information and Systems)
Volume： 130  Issue： 4  Page： 573-579 (J-STAGE)  Publication year： 2010 
JST Material Number： S0810A  ISSN： 0385-4221  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： *optimization method ,  optimization ,  nonlinear system ,  *improvement
Semi thesaurus term： *PSO ,  *performance improvement ,  global optimization

JST classification (1)： System optimization methods  (IA02050Z)

Reference (14)：

• (1) R. C. Eberhart and J. Kennedy: “A New Optimizer Using Particle Swarm Theory”, Proc. Sixth Symp. Micro Machine and Human Science, pp. 39-43 (1995-10)
• (2) J. Kennedy and R. C. Eberhart: “Particle Swarm Optimization”, Proc. 1995 IEEE Intl. Conf. Neural Networks, IV, pp. 1942-1948 (1995-11)
• (3) K. E. Parsopoulos and M. N. Vrahatis: “Recent Approarches to Global Optimization Problems through Particle Swarm Optimization”, Natural Computing, Vol. 1, No. 2-3, pp. 235-306 (2002-6)
• (4) M. Clerc and J. Kennedy: “The Particle Swarm - Explosion, Stability, and Convergence in a Multidimensional Complex Space”, IEEE Trans. Evolutionary Computation, Vol. 6, No. 1, pp. 58-73 (2002-2)
• (5) I. C. Trelea: “The Particle Swarm Optimization Algorithm: Convergence Analysis and Parameter Selection”, Information Processing Letters, Vol. 85, No. 6, pp. 317-325 (2003-3)

Terms in the title (6)： 解 ,  更新 ,  状況 ,  探索特性 ,  調節 ,  モデル