| Presentation | 1994/6/17 Binary Neural Network with Negative Self-Feedback and Its Application Masaya Ohta, Akio Ogihara, Kunio Fukunaga, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Authors nave proposed the binary neural network with negative self-feedback connections which has the special selection rule for every state change.In this article,this model is applied to Traveling Salesman Problem(TSP)and is improved to get an optimum solution.First,we explain that the exact adjustment of the penalty coefficient of TSP is not needed for the model and that negative self-feedback connections are estimated from the penalty coefficient easily.Secondly,its selection rule is improved.By the improvement,the probability that we success to get an optimum solution in TSP of 10 cities is 100 %.Furthermore,we propose a coupling of the two networks which are running with parallel and better solution is obtained than the original network. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Neural Network / Hopfield′s Model / Negative Self-Feedback Conne ction / TSP |
| Paper # | NLP94-29 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 1994/6/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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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) | Binary Neural Network with Negative Self-Feedback and Its Application |
| Sub Title (in English) | |
| Keyword(1) | Neural Network |
| Keyword(2) | Hopfield′s Model |
| Keyword(3) | Negative Self-Feedback Conne ction |
| Keyword(4) | TSP |
| 1st Author's Name | Masaya Ohta |
| 1st Author's Affiliation | Department of Electrical Engineering,College of Engineering, University of Osaka Prefecture() |
| 2nd Author's Name | Akio Ogihara |
| 2nd Author's Affiliation | Department of Computer and Systems Sciences,College of Engineering, University of Osaka Prefecture |
| 3rd Author's Name | Kunio Fukunaga |
| 3rd Author's Affiliation | Department of Computer and Systems Sciences,College of Engineering, University of Osaka Prefecture |
| Date | 1994/6/17 |
| Paper # | NLP94-29 |
| Volume (vol) | vol.94 |
| Number (no) | 98 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |