| Presentation | 2015-05-19 Basic Performances of Deterministic PSO Networks Tomoyuki Sasaki, Hidehiro Nakano, Arata Miyauchi, Akira Taguchi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | PSO network is the method of dividing population of PSO into multiple sub-swarm groups, and each sub-swarm group is connected by network structure. In PSO network, the parameters which control network structure affect the search performance significantly. However, the effect of the search performance for these parameters has not been investigated in detail. In this paper, in order to investigate the effect of these parameters in detail, the deterministic PSON-D (D-PSON-D) is proposed. The PSON-D is one of the PSO networks. In the proposed D-PSON-D, random factors are removed from the original PSON-D. We analyze the characteristic of the D-PSON-D theoretically and perform the numerical experiments. We then clarify the suitable parameters for the network structure. Also, by comparing D-PSON-D with the other deterministic PSOs and PSON-D, the search performance of D-PSON-D is evaluated. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Particle Swarm Optimization / Network Structure / PSO network / Deterministic PSO / Meta-heuristics |
| Paper # | NLP2015-38 |
| Date of Issue | 2015-05-11 (NLP) |
| Conference Information | |
| Committee | NLP |
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| Conference Date | 2015/5/18(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Yu-sa Asamushi |
| 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) | Basic Performances of Deterministic PSO Networks |
| Sub Title (in English) | |
| Keyword(1) | Particle Swarm Optimization |
| Keyword(2) | Network Structure |
| Keyword(3) | PSO network |
| Keyword(4) | Deterministic PSO |
| Keyword(5) | Meta-heuristics |
| 1st Author's Name | Tomoyuki Sasaki |
| 1st Author's Affiliation | Tokyo City University(Tokyo City Univ.) |
| 2nd Author's Name | Hidehiro Nakano |
| 2nd Author's Affiliation | Tokyo City University(Tokyo City Univ.) |
| 3rd Author's Name | Arata Miyauchi |
| 3rd Author's Affiliation | Tokyo City University(Tokyo City Univ.) |
| 4th Author's Name | Akira Taguchi |
| 4th Author's Affiliation | Tokyo City University(Tokyo City Univ.) |
| Date | 2015-05-19 |
| Paper # | NLP2015-38 |
| Volume (vol) | vol.115 |
| Number (no) | NLP-34 |
| Page | pp.pp.61-66(NLP), |
| #Pages | 6 |
| Date of Issue | 2015-05-11 (NLP) |