| Presentation | 2022-11-18 Particle swarm optimization considering a positive and negative inertia terms by Levy distribution Sohei Kusaka, Hidehiro Nakano, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Particle Swarm Optimization (PSO) is known as a type of swarm intelligence algorithms. The inertia constant of each search particle in PSO is a parameter that affects the convergence speed and diversity of the search, and is generally a positive value. In this paper, we apply the Levy distribution to the behavior of each search particle and propose a method that incorporates behavior with a negative inertia constant. Numerical experiments with benchmark functions are conducted to confirm the basic search performance. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Swarm Intelligence / Particle Swarm Optimization / Levy distribution |
| Paper # | CCS2022-57 |
| Date of Issue | 2022-11-10 (CCS) |
| Conference Information | |
| Committee | CCS |
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| Conference Date | 2022/11/17(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Megumi Akai(Hokkaido Univ.) |
| Vice Chair | Hidehiro Nakano(Tokyo City Univ.) / Masaki Aida(TMU) |
| Secretary | Hidehiro Nakano(Shibaura Inst. of Tech.) / Masaki Aida(Mie Univ.) |
| Assistant | Hiroyuki Yasuda(Univ. of Tokyo) / Hiroyasu Ando(Tsukuba Univ.) / Tomoyuki Sasaki(Shonan Inst. of Tech.) / Miki Kobayashi(Rissho Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Complex Communication Sciences |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Particle swarm optimization considering a positive and negative inertia terms by Levy distribution |
| Sub Title (in English) | |
| Keyword(1) | Swarm Intelligence |
| Keyword(2) | Particle Swarm Optimization |
| Keyword(3) | Levy distribution |
| 1st Author's Name | Sohei Kusaka |
| 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.) |
| Date | 2022-11-18 |
| Paper # | CCS2022-57 |
| Volume (vol) | vol.122 |
| Number (no) | CCS-255 |
| Page | pp.pp.71-75(CCS), |
| #Pages | 5 |
| Date of Issue | 2022-11-10 (CCS) |