Art

J-GLOBAL ID：201702266292692239   Reference number：17A0777115

Deterministic Particle Swarm Optimizer with the Convergence and Divergence Dynamics

収束と発散ダイナミクスを持つ決定論的粒子群最適化ツール

Author (5)： SASAKI Tomoyuki (Japan Society for the Promotion of Science) ,  SASAKI Tomoyuki (Tokyo City University) ,  NAKANO Hidehiro (Tokyo City University) ,  MIYAUCHI Arata (Tokyo City University) ,  TAGUCHI Akira (Tokyo City University)
Material： IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences (Web)  (IEICE Trans Fundam Electron Commun Comput Sci (Web))
Volume： E100.A  Issue： 5  Page： 1244-1247(J-STAGE)  Publication year： 2017 
JST Material Number： U0466A  ISSN： 1745-1337  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *optimization ,  *methodology ,  convergence ,  divergence (aeronautics) ,  heuristics ,  artificial intelligence ,  *particle swarm optimization ,  meta heuristics ,  swarm intelligence ,  *modification
Semi thesaurus term： *deterministic approach ,  convergence ,  divergence phenomenon

Author keywords (4)： particle swarm optimizer ,  deterministic particle swarm optimizer ,  piecewise-linear system ,  piecewise-linear particle swarm optimizer

JST classification (3)： Theory of computation  (JB02000A) ,  Artificial intelligence  (JE08000Z) ,  Computer utilization technology in general  (JE01000C)

Reference (4)：

• [1] J. Kennedy and R. Eberhart, “Particle swarm optimization,” Proc. IEEE Int. Conf. Neural Networks, pp.1942-1948, 1995.
• [2] M. Clerc and J. Kennedy, “The particle swarm-explosion, stability, and convergence in a multidimensional complex space,” IEEE Trans. Evol. Comput., vol.6, no.1, pp.58-73, 2002.
• [3] Y. Yamanaka and T. Tsubone, “An optimizer using swarm of chaotic dynamical particles,” Nonlinear Theory and Its Applications, IEICE, vol.6, no.1, pp.112-130, 2015.
• [4] J.J. Liang, B.Y. Qu, P.N. Suganthan, and A.G. Hernández-Diaz, “Problem definitions and evaluation criteria for the CEC 2013 special session on real-parameter optimization,” Comput. Intell. Lab. Zhengzhou Univ. Zhengzhou, China Nanyang Technol. Univ. Singapore, Technical Report, vol.201212, 2013.

Terms in the title (5)： 収束 ,  発散 ,  ダイナミクス ,  粒子群最適化 ,  ツール