| Presentation | 2006-03-20 Solving vehicle routing problems with soft time windows using chaotic neurodynamics Takashi HOSHINO, Takayuki KIMURA, Tohru IKEGUCHI, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We proposed a new algorithm for solving vehicle routing problems(VRP) with soft time windows using chaotic neurodynamics. First, we constructed a neural network which works in the same way as the tabu search strategy. Then, we extended its dynamics to chaotic dynamics. We evaluated the proposed method for several instances of vehicle routing problems by computer simulations. As a result, we show that the proposed method can solve VRPs with high performance, which means that chaotic neurodynamics is very effective for solving VRPs as well as for solving TSPs and QAPs. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | vehicle vouting problem / chaos / dynamics / chaotic neural network / tabu search |
| Paper # | NLP2005-140 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 2006/3/13(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Nonlinear Problems (NLP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Solving vehicle routing problems with soft time windows using chaotic neurodynamics |
| Sub Title (in English) | |
| Keyword(1) | vehicle vouting problem |
| Keyword(2) | chaos |
| Keyword(3) | dynamics |
| Keyword(4) | chaotic neural network |
| Keyword(5) | tabu search |
| 1st Author's Name | Takashi HOSHINO |
| 1st Author's Affiliation | Faculty of Engineering, Saitama University() |
| 2nd Author's Name | Takayuki KIMURA |
| 2nd Author's Affiliation | Graduate School of Science and Engineering, Saitama University |
| 3rd Author's Name | Tohru IKEGUCHI |
| 3rd Author's Affiliation | Faculty of Engineering, Saitama University:Graduate School of Science and Engineering, Saitama University |
| Date | 2006-03-20 |
| Paper # | NLP2005-140 |
| Volume (vol) | vol.105 |
| Number (no) | 675 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |