| Presentation | 2017-03-10 Solving Asymmetric Traveling Salesman Problems by Coherent Ising Machine Yukio Murata, Hiroyuki Yasuda, Kaori Kuroda, Kazuyuki Aihara, Mikio Hasegawa, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The effectiveness of high-speed combinatorial optimization method using Coherent Ising Machine (CIM) has been shown. Hopfield-Tank Neural Network (HTNN) is applied to the traveling salesman problem as an optimization algorithm using a mutual coupling network like CIM. The method of solving the combinatorial optimization problem by running HTNN on CIM has been proposed. In this paper, we aim to solve asymmetric traveling salesman problem (ATSP) at high speed by mapping the problem to the HTNN, which is difficult to obtain optimal solution by heuristic algorithms. Performance evaluations by simulation show that the optimum solution of ATSP can be obtained by the proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Coherent Ising Machine / Asymmetric Traveling Salesman Problem / Combinatorial Optimization |
| Paper # | CCS2016-46 |
| Date of Issue | 2017-03-03 (CCS) |
| Conference Information | |
| Committee | CCS |
|---|---|
| Conference Date | 2017/3/10(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | ELSI, TITECH |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Natural Computing, etc. |
| Chair | Yasuhiro Tsubo(Ritsumeikan Univ.) |
| Vice Chair | Naoki Wakamiya(Osaka Univ.) / Mikio Hasegawa(Tokyo Univ. of Science) |
| Secretary | Naoki Wakamiya(Kyoto Sangyo Univ.) / Mikio Hasegawa(Osaka Univ.) |
| Assistant | Takayuki Kimura(Nippon Inst. of Tech.) / Song-Ju Kim(NIMS) / Ryo Takahashi(Kyoto Univ.) / Hidehiro Nakano(Tokyo City Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Complex Communication Sciences |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Solving Asymmetric Traveling Salesman Problems by Coherent Ising Machine |
| Sub Title (in English) | |
| Keyword(1) | Coherent Ising Machine |
| Keyword(2) | Asymmetric Traveling Salesman Problem |
| Keyword(3) | Combinatorial Optimization |
| 1st Author's Name | Yukio Murata |
| 1st Author's Affiliation | Tokyo University of Science(Tokyo Univ. of Science) |
| 2nd Author's Name | Hiroyuki Yasuda |
| 2nd Author's Affiliation | The University of Tokyo(Univ. of Tokyo) |
| 3rd Author's Name | Kaori Kuroda |
| 3rd Author's Affiliation | Tokyo University of Science(Tokyo Univ. of Science) |
| 4th Author's Name | Kazuyuki Aihara |
| 4th Author's Affiliation | The University of Tokyo(Univ. of Tokyo) |
| 5th Author's Name | Mikio Hasegawa |
| 5th Author's Affiliation | Tokyo University of Science(Tokyo Univ. of Science) |
| Date | 2017-03-10 |
| Paper # | CCS2016-46 |
| Volume (vol) | vol.116 |
| Number (no) | CCS-514 |
| Page | pp.pp.7-12(CCS), |
| #Pages | 6 |
| Date of Issue | 2017-03-03 (CCS) |