| Presentation | 2010-12-13 Effects of rotation numbers in the canonical deterministic PSO Ryosuke SANO, Kenya JIN'NO, Toshimichi SAITO, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The particle swarm optimization (ab. PSO) is a typical meta-heuristic algorithm to find approximate solutions of optimization problems. We have proposed a canonical deteministic PSO which does not include stochastic factor. In this article, we analyze the effect of the phase difference which is generated by the rotation parameter and the initial value. In order to improve diversity limitation of conventional algorithm, we propose a Lissajous PSO whose searching trajectory exhibits a Lissajous curve. Performing basic numerical experiments, we have confirmed that the Lissajous PSO exhibits a good performance in the case of a small number of particles. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | swarm intelligence / particle swarm optimization / canonical form / deterministic / Lissajous / rotation numbers / optimization |
| Paper # | NLP2010-112 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 2010/12/6(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| 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) | Effects of rotation numbers in the canonical deterministic PSO |
| Sub Title (in English) | |
| Keyword(1) | swarm intelligence |
| Keyword(2) | particle swarm optimization |
| Keyword(3) | canonical form |
| Keyword(4) | deterministic |
| Keyword(5) | Lissajous |
| Keyword(6) | rotation numbers |
| Keyword(7) | optimization |
| 1st Author's Name | Ryosuke SANO |
| 1st Author's Affiliation | Department of Electrical and Electronics Engineering, Hosei University() |
| 2nd Author's Name | Kenya JIN'NO |
| 2nd Author's Affiliation | Electrical and Electronics Engineering Department, Engineering Faculty, Nippon Institute of Technology |
| 3rd Author's Name | Toshimichi SAITO |
| 3rd Author's Affiliation | Department of Electrical and Electronics Engineering, Hosei University |
| Date | 2010-12-13 |
| Paper # | NLP2010-112 |
| Volume (vol) | vol.110 |
| Number (no) | 335 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |