| Presentation | 2019-09-23 Proposal of Particle Swarm Optimization based on Parallel Computing Hayato Saiki, Yuuki Tago, Chihiro Ikuta, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this study, we propose a novel particle swarm optimization introducing a parallel computing (PCPSO). We divide the particles to any groups. Each particle group searches a solution independent each other. In the original PSO, the particles gather to the global best and the local best. We introduce the other best which is the global best in the other particle group. In addition, the other best is updated at constant time. The PCPSO is influenced by three components for searching better solution. We confirm that the PCPSO obtain the ability of escaping out from the local minima and decreasing computation time by using some benchmark functions. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Particle swarm optimization / Parallel computing / Local minimum |
| Paper # | NLP2019-44 |
| Date of Issue | 2019-09-16 (NLP) |
| Conference Information | |
| Committee | NLP |
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| Conference Date | 2019/9/23(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Eikokuji Campus, University of Kochi |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | etc. |
| Chair | Hiroaki Kurokawa(Tokyo Univ. of Tech.) |
| Vice Chair | Kiyohisa Natsume(Kyushu Inst. of Tech.) |
| Secretary | Kiyohisa Natsume(Nippon Inst. of Tech.) |
| Assistant | Yutaka Shimada(Saitama Univ.) / Toshikaza Samura(Yamaguchi Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Nonlinear Problems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Proposal of Particle Swarm Optimization based on Parallel Computing |
| Sub Title (in English) | |
| Keyword(1) | Particle swarm optimization |
| Keyword(2) | Parallel computing |
| Keyword(3) | Local minimum |
| 1st Author's Name | Hayato Saiki |
| 1st Author's Affiliation | National Institute of Technology Suzuka College(NIT, Suzuka College) |
| 2nd Author's Name | Yuuki Tago |
| 2nd Author's Affiliation | National Institute of Technology Suzuka College(NIT, Suzuka College) |
| 3rd Author's Name | Chihiro Ikuta |
| 3rd Author's Affiliation | National Institute of Technology Suzuka College(NIT, Suzuka College) |
| Date | 2019-09-23 |
| Paper # | NLP2019-44 |
| Volume (vol) | vol.119 |
| Number (no) | NLP-209 |
| Page | pp.pp.45-50(NLP), |
| #Pages | 6 |
| Date of Issue | 2019-09-16 (NLP) |