| Presentation | 2015-11-01 Analysis of Deterministic Swarm Intelligence Optimization Kenya Jin'no, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | To solve optimization problems promptly, various optimal solution search methods called meta-heuristics are proposed. Such optimal solution search methods are also called swarm intelligence optimization. These methods contain stochastic factor. The stochastic factor achieves to improve the search performance effectively. However, these methods cannot find the same solution if the identical initial values are used because the system contains the stochastic factor. Also, the stochastic system can not be searched good solution only probabilistically. Therefore, we proposed deterministic systems that can guarantee to find the optimal solution in the case of a certain initial value. In this article, we analyze the dynamics of the deterministic PSO. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | meta-heuristics / swarm intelligence / optimization / deterministic / PSO |
| Paper # | NLP2015-121 |
| Date of Issue | 2015-10-24 (NLP) |
| Conference Information | |
| Committee | NLP |
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| Conference Date | 2015/10/31(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Nobumoto Ohama Memorial Hall |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Nonlinear Problems, etc. |
| Chair | Kenya Jinno(Nippon Inst. of Tech.) |
| Vice Chair | Naoto Fujisaka(Hiroshima City Univ.) |
| Secretary | Naoto Fujisaka(Tokyo Univ. of Science) |
| Assistant | Hidehiro Nakano(Tokyo City Univ.) / Hiroyuki Asahara(Okayama Univ. of Science) |
| 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) | Analysis of Deterministic Swarm Intelligence Optimization |
| Sub Title (in English) | |
| Keyword(1) | meta-heuristics |
| Keyword(2) | swarm intelligence |
| Keyword(3) | optimization |
| Keyword(4) | deterministic |
| Keyword(5) | PSO |
| 1st Author's Name | Kenya Jin'no |
| 1st Author's Affiliation | Nippon Institute of Technology(NIT) |
| Date | 2015-11-01 |
| Paper # | NLP2015-121 |
| Volume (vol) | vol.115 |
| Number (no) | NLP-284 |
| Page | pp.pp.81-85(NLP), |
| #Pages | 5 |
| Date of Issue | 2015-10-24 (NLP) |