Presentation | 2013-01-24 Insensitive Particle Swarm Optimizers and Application to Exploring Periodic Points Kazuki MARUYAMA, Toshimichi SAITO, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | This paper studies an insensitive particle swarm optimizer (IPSO) for multi-solution problems. The IPSO is governed by a deterministic difference equations without stochastic parameter and has a insensitive param-eter depending on time and fitness value. The insensitivity can prohibit unnecessary particles concentration and can give variety in the particles dynamics : that can be suitable for the multi-solution problems. In order to compare our algorithm with a fundamental local best PSO, applied to a basic benchmark and an exploring problem of periodic points in the Henon map and then examined the effectiveness. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Particle swarm optimizers / optimization problems / multi-solution problems / time-variant insensitive parameter |
Paper # | NLP2012-119,NC2012-109 |
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Committee | NLP |
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Conference Date | 2013/1/17(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) | Insensitive Particle Swarm Optimizers and Application to Exploring Periodic Points |
Sub Title (in English) | |
Keyword(1) | Particle swarm optimizers |
Keyword(2) | optimization problems |
Keyword(3) | multi-solution problems |
Keyword(4) | time-variant insensitive parameter |
1st Author's Name | Kazuki MARUYAMA |
1st Author's Affiliation | Faculty of Science and Engineering, Department of Electrical and Electronics Engineering, Hosei University() |
2nd Author's Name | Toshimichi SAITO |
2nd Author's Affiliation | Faculty of Science and Engineering, Department of Electrical and Electronics Engineering, Hosei University |
Date | 2013-01-24 |
Paper # | NLP2012-119,NC2012-109 |
Volume (vol) | vol.112 |
Number (no) | 389 |
Page | pp.pp.- |
#Pages | 5 |
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