| Presentation | 1997/10/7 A method for deciding of parameters of chaotic neural network for combinatorial optimization Mikio Hasegawa, Tohru Ikeguchi, Kazuyuki Aihara, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, the chaotic dynamics is applied to solve the combinatorial optimization problems and its effectiveness is shown. However, the solving abilities of the chaotic neural network depends on its parameter values. In this paper, we propose a method for deciding those parameter values automatically. The proposed method is applied to several Quadratic Assignment Problems. Then, the results of very large problems are improved by the proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Chaos / Neural Networks / Combinatorial Optimization Problems / QAP / Heuristic methods / Tabu Search |
| Paper # | NLP97-99-112 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 1997/10/7(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Nonlinear Problems (NLP) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A method for deciding of parameters of chaotic neural network for combinatorial optimization |
| Sub Title (in English) | |
| Keyword(1) | Chaos |
| Keyword(2) | Neural Networks |
| Keyword(3) | Combinatorial Optimization Problems |
| Keyword(4) | QAP |
| Keyword(5) | Heuristic methods |
| Keyword(6) | Tabu Search |
| 1st Author's Name | Mikio Hasegawa |
| 1st Author's Affiliation | Department of Applied Electronics, Science University of Tokyo() |
| 2nd Author's Name | Tohru Ikeguchi |
| 2nd Author's Affiliation | Department of Applied Electronics, Science University of Tokyo |
| 3rd Author's Name | Kazuyuki Aihara |
| 3rd Author's Affiliation | Department of Mathematical Engineering and Information, University of Tokyo |
| Date | 1997/10/7 |
| Paper # | NLP97-99-112 |
| Volume (vol) | vol.97 |
| Number (no) | 301 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |