| Presentation | 1998/3/19 Performance of Improved SOM-TSP Algorithm for Traveling Salesman Problem of Many Cities Kikuo FUJIMURA, Heizo TOKUTAKA, Takatoshi MAENOU, Katsuhiro ISEKI, Eishiro KUWABARA, Masumi ISHIKAWA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Angeniol et al. applied Kohonen's Self-Organizing Maps (SOM) to solve the traveling salesman problem (TSP) and showed to have a practically enough solution obtained for a short time in comparison to a method depending on a conventional neural network in 1988. We confirmed already that a calculation time is shortened further about TSP of 500 cities, by introducing a momentum effect to the renewal coefficient of original method (Angeniol's method; SOM-TSP). Here, we report that we evaluated a performance of our improved method about TSP of more large 1, 000, 2, 000, 10, 000 cities. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Self-Organizing Maps / Traveling Salseman Problem / Momentum Term / Optimization Algorithm |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1998/3/19(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Performance of Improved SOM-TSP Algorithm for Traveling Salesman Problem of Many Cities |
| Sub Title (in English) | |
| Keyword(1) | Self-Organizing Maps |
| Keyword(2) | Traveling Salseman Problem |
| Keyword(3) | Momentum Term |
| Keyword(4) | Optimization Algorithm |
| 1st Author's Name | Kikuo FUJIMURA |
| 1st Author's Affiliation | Department of Electrical and Electronic Engineering, Tottori University() |
| 2nd Author's Name | Heizo TOKUTAKA |
| 2nd Author's Affiliation | Department of Electrical and Electronic Engineering, Tottori University |
| 3rd Author's Name | Takatoshi MAENOU |
| 3rd Author's Affiliation | Department of Electrical and Electronic Engineering, Tottori University |
| 4th Author's Name | Katsuhiro ISEKI |
| 4th Author's Affiliation | Department of Electrical and Electronic Engineering, Tottori University |
| 5th Author's Name | Eishiro KUWABARA |
| 5th Author's Affiliation | Department of Electrical and Electronic Engineering, Tottori University |
| 6th Author's Name | Masumi ISHIKAWA |
| 6th Author's Affiliation | Faculty of Computer Science and System Engineering, Kyushu Institute of Technology |
| Date | 1998/3/19 |
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| Volume (vol) | vol.97 |
| Number (no) | 623 |
| Page | pp.pp.- |
| #Pages | 8 |
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