| Presentation | 2019-01-25 Optimal Signal Control of the Burgers' Cellular Automaton Traffic Flow Model via Particle Swarm Optimization Munehiro Sato, Tatsuya Kai, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This study develops a new systematic control method of signals for a traffic flow model represented by the burgers' cellular automaton in order to minimize the total number of traffic jam. Especially, an extension of the authors' previous results to the case where multi-cars can be stored in one cell is considered. First, it is shown that an optimal control problem with the objective function on the total number of traffic jam is formulated as a nonlinear integer programming problem. Next, a new algorithm to solve the optimal signal control problem based on Particle Swarm Optimization (PSO). Then, some numerical simulations show that the new control method can reduce the total number of traffic jam the most in the three methods. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Particle Swarm Optimization / Ultra-discrete Burgers' equations / Traffiic flow / Signal Control |
| Paper # | CAS2018-135,ICTSSL2018-54 |
| Date of Issue | 2019-01-17 (CAS, ICTSSL) |
| Conference Information | |
| Committee | CAS / ICTSSL |
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| Conference Date | 2019/1/24(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kikai-Shinko-Kaikan Bldg. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Student Session, etc. |
| Chair | Hideaki Okazaki(Shonan Inst. of Tech.) / Keisuke Nakano(Niigata Univ.) |
| Vice Chair | Taizo Yamawaki(Hitachi) / Yasushi Fuwa(Sinshu Univ.) / Tomotaka Wada(Kansai Univ.) |
| Secretary | Taizo Yamawaki(Shonan Inst. of Tech.) / Yasushi Fuwa(Hitachi) / Tomotaka Wada(Niigata Univ.) |
| Assistant | Motoi Yamaguchi(Renesas Electronics) |
| Paper Information | |
| Registration To | Technical Committee on Circuits and Systems / Technical Committee on Information and Communication Technologies for Safe and Secure Life |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Optimal Signal Control of the Burgers' Cellular Automaton Traffic Flow Model via Particle Swarm Optimization |
| Sub Title (in English) | Extension to the Case of Multi-cars in One Cell |
| Keyword(1) | Particle Swarm Optimization |
| Keyword(2) | Ultra-discrete Burgers' equations |
| Keyword(3) | Traffiic flow |
| Keyword(4) | Signal Control |
| 1st Author's Name | Munehiro Sato |
| 1st Author's Affiliation | Tokyo University of Science(Tokyo Univ. of Science) |
| 2nd Author's Name | Tatsuya Kai |
| 2nd Author's Affiliation | Tokyo University of Science(Tokyo Univ. of Science) |
| Date | 2019-01-25 |
| Paper # | CAS2018-135,ICTSSL2018-54 |
| Volume (vol) | vol.118 |
| Number (no) | CAS-416,ICTSSL-417 |
| Page | pp.pp.91-94(CAS), pp.91-94(ICTSSL), |
| #Pages | 4 |
| Date of Issue | 2019-01-17 (CAS, ICTSSL) |