| Presentation | 2013-03-15 Effects of Saturated Neuronal Internal States in Synchronous Exponential Chaotic Tabu Search for Quadratic Assignment Problems Masato OZAWA, Akihito TOYODA, Yoshihiko HORIO, Kazuyuki AIHARA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In order to solve the quadratic assignment problem with a parallel hardware system, an exponential chaotic tabu search, which synchronously updates the states of all neurons, has been proposed. In this paper, the effect of saturated internal state values of the chaotic neurons on the solving performance of the quadratic assign- ment problems are evaluated through numerical simulations. As a result, the saturation of the internal state values does not degrade the solving performance of the system if we properly tune the network parameters. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Combinatorial Optimization Problem / Quadratic Assignment Problem / Chaotic Tabu Search / Chaotic Neural Network |
| Paper # | NLP2012-165 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 2013/3/7(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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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) | Effects of Saturated Neuronal Internal States in Synchronous Exponential Chaotic Tabu Search for Quadratic Assignment Problems |
| Sub Title (in English) | |
| Keyword(1) | Combinatorial Optimization Problem |
| Keyword(2) | Quadratic Assignment Problem |
| Keyword(3) | Chaotic Tabu Search |
| Keyword(4) | Chaotic Neural Network |
| 1st Author's Name | Masato OZAWA |
| 1st Author's Affiliation | Faculty of Engineerineg, Tokyo Denki University() |
| 2nd Author's Name | Akihito TOYODA |
| 2nd Author's Affiliation | Faculty of Engineerineg, Tokyo Denki University |
| 3rd Author's Name | Yoshihiko HORIO |
| 3rd Author's Affiliation | Faculty of Engineerineg, Tokyo Denki University |
| 4th Author's Name | Kazuyuki AIHARA |
| 4th Author's Affiliation | Inst., The University of Tokyo |
| Date | 2013-03-15 |
| Paper # | NLP2012-165 |
| Volume (vol) | vol.112 |
| Number (no) | 487 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |