| Presentation | 2018-01-27 Nonlinear map model optimization method Kenya Jin'no, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this article, we propose a nonlinear map-model optimization (abbr. NMO) method. The NMO consists of some particle whose dynamics is driven by a simple nonlinear map. The MNO can be classified as swarm intelligence optimizer. However, the NMO requires only a few particle comparing with other swarm intelligence optimizers. Therefore, the computation amount is the smaller than the other methods. Based on the theoretical analysis results about the dynamics of the particle swarm optimization, we set so that the searching point distribution of the NMO becomes an optimal distribution. As the result, the search performance of the NMO exhibits better than Standard PSO 2013. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | swarm intelligence / optimization / nonlinear map / search point distribution / deterministic / black-box problem |
| Paper # | NLP2017-95 |
| Date of Issue | 2018-01-19 (NLP) |
| Conference Information | |
| Committee | MBE / NC / NLP |
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| Conference Date | 2018/1/26(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyushu Institute of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | ME, generalImplementation of Neuro Computing,Analysis and Modeling of Human Science, |
| Chair | Kazuki Nakajima(Univ. of Toyama) / Masafumi Hagiwara(Keio Univ.) / Masaharu Adachi(Tokyo Denki Univ.) |
| Vice Chair | Masaki Kyoso(TCU) / Yutaka Hirata(Chubu Univ.) / Norikazu Takahashi(Okayama Univ.) |
| Secretary | Masaki Kyoso(Toyama Pref. Univ.) / Yutaka Hirata(Kindai Univ.) / Norikazu Takahashi(Tokyo Inst. of Tech.) |
| Assistant | Kim Juhyon(Univ. of Toyama) / Takumi Kobayashi(YNU) / Yoshihisa Shinozawa(Keio Univ.) / Keiichiro Inagaki(Chubu Univ.) / Toshihiro Tachibana(Shonan Inst. of Tech.) / Masayuki Kimura(Kyoto Univ.) |
| Paper Information | |
| Registration To | Technical Committee on ME and Bio Cybernetics / Technical Committee on Neurocomputing / 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) | Nonlinear map model optimization method |
| Sub Title (in English) | |
| Keyword(1) | swarm intelligence |
| Keyword(2) | optimization |
| Keyword(3) | nonlinear map |
| Keyword(4) | search point distribution |
| Keyword(5) | deterministic |
| Keyword(6) | black-box problem |
| 1st Author's Name | Kenya Jin'no |
| 1st Author's Affiliation | Nippon Institute of Technology(NIT) |
| Date | 2018-01-27 |
| Paper # | NLP2017-95 |
| Volume (vol) | vol.117 |
| Number (no) | NLP-415 |
| Page | pp.pp.51-54(NLP), |
| #Pages | 4 |
| Date of Issue | 2018-01-19 (NLP) |