| Presentation | 2016-11-19 Multiple Particle Swarm Optimizers Based on Information Sharing Hiroshi Sho, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In order to improve the search performance of multiple particle swarm optimizers, this paper proposes multiple particle swarm optimizers with information sharing by introducing a special strategy of information sharing to all of the particles in the multi-swarm. The key idea, here, is to add a confidence item into the update rule of particle velocity by the best solution obtained by the multi-swarm search. To clarify the performance and effect of the method by information sharing in the multi-swarm search, computer experiments of a suite of benchmark problems are carried out. Better search feature and performance effect are shown from the experimental results obtained. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | swarm intelligence / particle swarm optimization / multi-swarm / informantion sharing / search performance |
| Paper # | NC2016-37 |
| Date of Issue | 2016-11-11 (NC) |
| Conference Information | |
| Committee | MBE / NC |
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| Conference Date | 2016/11/18(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tohoku University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Yutaka Fukuoka(Kogakuin Univ.) / Shigeo Sato(Tohoku Univ.) |
| Vice Chair | Kazuki Nakajima(Univ. of Toyama) / Masafumi Hagiwara(Keio Univ.) |
| Secretary | Kazuki Nakajima(Kogakuin Univ.) / Masafumi Hagiwara(Toyama Pref. Univ.) |
| Assistant | Ryota Horie(Shibaura Inst. of Tech.) / Kim Juhyon(Univ. of Toyama) / Hisanao Akima(Tohoku Univ.) / Yoshihisa Shinozawa(Keio Univ.) |
| Paper Information | |
| Registration To | Technical Committee on ME and Bio Cybernetics / Technical Committee on Neurocomputing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Multiple Particle Swarm Optimizers Based on Information Sharing |
| Sub Title (in English) | |
| Keyword(1) | swarm intelligence |
| Keyword(2) | particle swarm optimization |
| Keyword(3) | multi-swarm |
| Keyword(4) | informantion sharing |
| Keyword(5) | search performance |
| 1st Author's Name | Hiroshi Sho |
| 1st Author's Affiliation | kyushu Institute of Technology(KyuTech) |
| Date | 2016-11-19 |
| Paper # | NC2016-37 |
| Volume (vol) | vol.116 |
| Number (no) | NC-313 |
| Page | pp.pp.27-32(NC), |
| #Pages | 6 |
| Date of Issue | 2016-11-11 (NC) |