| Presentation | 2021-01-29 Consideration of Switching by Chaotic Neurodynamics for Asymmetric TSPs by using Hidden Markov Model Tomoya Matsuno, Toshihiro Tachibana, Masaharu Adachi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Several methods for solving the asymmetric traveling salesman problem using chaotic neural networks is proposed by Tachibana et al. The common feature of these methods is that they use multiple point exchange methods. Also, these methods use chaotic neural networks to select the point exchange method to be used among the multiple point exchange methods. In this method, the results suggest that the chaotic neural network can be used for adaptive switching. Therefore, we conducted a survey to find out the reason why the chaotic neural network gives a good solution when it is used. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Asymmetric traveling salesman problems / Chaotic neural networks / Hidden Markov model |
| Paper # | CAS2020-59,ICTSSL2020-44 |
| Date of Issue | 2021-01-21 (CAS, ICTSSL) |
| Conference Information | |
| Committee | CAS / ICTSSL |
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| Conference Date | 2021/1/28(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Students session, General session |
| Chair | Yasuhiro Takashima(Univ. of Kitakyushu) / Hiroshi Tamura(Chuo Univ.) |
| Vice Chair | Hiroki Sato(Sony LSI Design) / Koichi Gyoda(Shibaura Inst. of Tech.) / Munenari Inoguchi(Toyama Univ.) |
| Secretary | Hiroki Sato(Yamanashi Univ.) / Koichi Gyoda(Sony LSI Design) / Munenari Inoguchi(Synspective) |
| Assistant | Motoi Yamaguchi(TECHNOPRO) / Yohei Nakamura(Hitachi) / Shunichi Yokoyama(NIED) |
| 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) | Consideration of Switching by Chaotic Neurodynamics for Asymmetric TSPs by using Hidden Markov Model |
| Sub Title (in English) | |
| Keyword(1) | Asymmetric traveling salesman problems |
| Keyword(2) | Chaotic neural networks |
| Keyword(3) | Hidden Markov model |
| 1st Author's Name | Tomoya Matsuno |
| 1st Author's Affiliation | Shonan Institute of Technology(Shonan Inst. of Tech.) |
| 2nd Author's Name | Toshihiro Tachibana |
| 2nd Author's Affiliation | Shonan Institute of Technology(Shonan Inst. of Tech.) |
| 3rd Author's Name | Masaharu Adachi |
| 3rd Author's Affiliation | Tokyo Denki University(Tokyo Denki Univ.) |
| Date | 2021-01-29 |
| Paper # | CAS2020-59,ICTSSL2020-44 |
| Volume (vol) | vol.120 |
| Number (no) | CAS-346,ICTSSL-347 |
| Page | pp.pp.107-110(CAS), pp.107-110(ICTSSL), |
| #Pages | 4 |
| Date of Issue | 2021-01-21 (CAS, ICTSSL) |