| Presentation | 2002/3/8 Solving Ability of Hopfield Neural Networks with Chaotic Noise and Burst Noise for QAP Yoko UWATE, Yoshifumi NISHIO, Tetsushi UETA, Tohru KAWABE, Tohru IKEGUCHI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this article, intermittent chaos noise near three-periodic window and burst noise generated by the Gilbert model are applied to the Hopfield neural network for quadratic assignment problem. By computer simulations we confirm that the burst noise generated by the Gilbert model is effective to solve the quadratic assignment problem and we can say that the existence of the laminar part and the burst part is one reason of the good performance of the Hopfield NN with chaos noise. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | QAP / neural network / chaos noise / burst noise |
| Paper # | NLP2001-109 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 2002/3/8(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Vice Chair | |
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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) | Solving Ability of Hopfield Neural Networks with Chaotic Noise and Burst Noise for QAP |
| Sub Title (in English) | |
| Keyword(1) | QAP |
| Keyword(2) | neural network |
| Keyword(3) | chaos noise |
| Keyword(4) | burst noise |
| 1st Author's Name | Yoko UWATE |
| 1st Author's Affiliation | Dept. of Electrical and Electronic Eng., Tokushima University() |
| 2nd Author's Name | Yoshifumi NISHIO |
| 2nd Author's Affiliation | Dept. of Electrical and Electronic Eng., Tokushima University |
| 3rd Author's Name | Tetsushi UETA |
| 3rd Author's Affiliation | Dept. of Information Science and Intelligent Systems, Tokushima University |
| 4th Author's Name | Tohru KAWABE |
| 4th Author's Affiliation | Institute of Information Sciences and Electronics, University of Tsukuba |
| 5th Author's Name | Tohru IKEGUCHI |
| 5th Author's Affiliation | Dept. of Information and Computer Sciences, Saitama University |
| Date | 2002/3/8 |
| Paper # | NLP2001-109 |
| Volume (vol) | vol.101 |
| Number (no) | 723 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |