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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Committee | NLP |
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Conference Date | 2010/3/2(1days) |
Place (in Japanese) | (See Japanese page) |
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Registration To | Nonlinear Problems (NLP) |
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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 |
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