| Presentation | 2017-07-14 Multi-objective Particle Swarm Optimizer Networks with Tree Topology Kyosuke Miyano, Hidehiro Nakano, Arata Miyauchi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we consider island-model multi-objective particle swarm optimization (IMOPSO) in which plural sub-swarms are connected by a tree structure. Conventional IMOPSO consisits of a high-layer sub-swarm to optimize multi-objective functions and low-layer sub-swarms to optimize each single-objective function. Also, it has migration schemes between the high- and low-layer sub-swarms. The proposed method adds new migration schemes between each low-layear sub-swarm. Then, the solving performance can be improved. In the numerical experiments, the effectiveness of the proposed method is confirmed. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Particle Swarm Optimization / Multi-objective optimization / Island-model |
| Paper # | NLP2017-47 |
| Date of Issue | 2017-07-06 (NLP) |
| Conference Information | |
| Committee | NLP |
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| Conference Date | 2017/7/13(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Miyako Island Marine Terminal |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | etc. |
| Chair | Masaharu Adachi(Tokyo Denki Univ.) |
| Vice Chair | Norikazu Takahashi(Okayama Univ.) |
| Secretary | Norikazu Takahashi(Nagaoka Univ. of Tech.) |
| Assistant | Toshihiro Tachibana(Shonan Inst. of Tech.) / Masayuki Kimura(Kyoto 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) | Multi-objective Particle Swarm Optimizer Networks with Tree Topology |
| Sub Title (in English) | |
| Keyword(1) | Particle Swarm Optimization |
| Keyword(2) | Multi-objective optimization |
| Keyword(3) | Island-model |
| 1st Author's Name | Kyosuke Miyano |
| 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.) |
| Date | 2017-07-14 |
| Paper # | NLP2017-47 |
| Volume (vol) | vol.117 |
| Number (no) | NLP-121 |
| Page | pp.pp.103-106(NLP), |
| #Pages | 4 |
| Date of Issue | 2017-07-06 (NLP) |