Presentation 2010-03-10
Network-Structured Particle Swarm Optimizer with Various Topology
Haruna MATSUSHITA, Yoshifumi NISHIO,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) This study proposes Network-Structured Particle Swarm Optimizer (NS-PSO) with various neighborhood topology. The proposed PSO has the various network topology as rectangular, hexagonal, cylinder and toroidal. We apply NS-PSO with various topology to optimization problems. We investigate their behaviors and evaluate what kind of topology would be the most appropriate for each function.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Particle Swarm Optimization (PSO) / network structure / Self-Organizing Map (SOM)
Paper # NLP2009-183
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Conference Information
Committee NLP
Conference Date 2010/3/2(1days)
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Paper Information
Registration To Nonlinear Problems (NLP)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Network-Structured Particle Swarm Optimizer with Various Topology
Sub Title (in English)
Keyword(1) Particle Swarm Optimization (PSO)
Keyword(2) network structure
Keyword(3) Self-Organizing Map (SOM)
1st Author's Name Haruna MATSUSHITA
1st Author's Affiliation Department of Electrical and Electronic Engineering, Tokushima University()
2nd Author's Name Yoshifumi NISHIO
2nd Author's Affiliation Department of Electrical and Electronic Engineering, Tokushima University
Date 2010-03-10
Paper # NLP2009-183
Volume (vol) vol.109
Number (no) 458
Page pp.pp.-
#Pages 4
Date of Issue