| Presentation | 2020-03-06 Optimisation of Boids by particle swarm optimisation based on fish schools Shun Inadumi, Shudai Ishikawa, Keiichi Horio, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper，we present a generic Boids model which is based on the visual field of fish to simulate actual fish school's behaviour．The original Boids model and the genetic Boids model have three rule vectors．These vectors are called separation，alignment，cohesion. The aggregate motion is the result of the interaction of these vectors．We propose method to optimise coefficients of these vectors，by using particle swarm optimisation algorithm．After the optimisation，the original Boids model and the genetic Boids model are compared with the measured data using Pearson correlation coefficient and Maximal Information Coefficient．We compared with the original Boids model and the genetic Boids model.．As a result，the genetic Boids model moved closer to the actual fish schools． |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Flocking behaviour / Fish schools / Boids model / Particle swarm optimisation |
| Paper # | SIS2019-50 |
| Date of Issue | 2020-02-27 (SIS) |
| Conference Information | |
| Committee | SIS |
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| Conference Date | 2020/3/5(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Saitama Hall |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Soft Computing, etc. |
| Chair | Takayuki Nakachi(NTT) |
| Vice Chair | Noriaki Suetake(Yamaguchi Univ.) / Tomoaki Kimura(Kanagawa Inst. of Tech.) |
| Secretary | Noriaki Suetake(Tokyo Metropolitan Univ.) / Tomoaki Kimura(Kindai Univ.) |
| Assistant | Hideaki Misawa(National Inst. of Tech., Ube College) / Yukihiro Bandoh(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Smart Info-Media Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Optimisation of Boids by particle swarm optimisation based on fish schools |
| Sub Title (in English) | |
| Keyword(1) | Flocking behaviour |
| Keyword(2) | Fish schools |
| Keyword(3) | Boids model |
| Keyword(4) | Particle swarm optimisation |
| 1st Author's Name | Shun Inadumi |
| 1st Author's Affiliation | National Institute of Technology, Oita College(NIT, Oita) |
| 2nd Author's Name | Shudai Ishikawa |
| 2nd Author's Affiliation | National Institute of Technology, Oita College(NIT, Oita) |
| 3rd Author's Name | Keiichi Horio |
| 3rd Author's Affiliation | Kyushu Institute of Technology(KIT) |
| Date | 2020-03-06 |
| Paper # | SIS2019-50 |
| Volume (vol) | vol.119 |
| Number (no) | SIS-458 |
| Page | pp.pp.73-78(SIS), |
| #Pages | 6 |
| Date of Issue | 2020-02-27 (SIS) |