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| Presentation | 2013-03-15 11:05 Effects of Saturated Neuronal Internal States in Synchronous Exponential Chaotic Tabu Search for Quadratic Assignment Problems Masato Ozawa, Akihito Toyoda, Yoshihiko Horio (Tokyo Denki Univ.), Kazuyuki Aihara (Univ. of Tokyo)  NLP2012-165 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (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 assignment 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． |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Combinatorial Optimization Problem / Quadratic Assignment Problem / Chaotic Tabu Search / Chaotic Neural Network / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 112, no. 487, NLP2012-165, pp. 109-114, March 2013. | |
| Paper # | NLP2012-165 | |
| Date of Issue | 2013-03-07 (NLP) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | NLP2012-165 |
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| Conference Information | |
| Committee | NLP |
| Conference Date | 2013-03-14 - 2013-03-15 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Nishi-Chiba campus, Chiba Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General |
| Paper Information | |
| Registration To | NLP |
| Conference Code | 2013-03-NLP |
| Language | Japanese |
| 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 |
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| 1st Author's Name | Masato Ozawa |
| 1st Author's Affiliation | Tokyo Denki University (Tokyo Denki Univ.) |
| 2nd Author's Name | Akihito Toyoda |
| 2nd Author's Affiliation | Tokyo Denki University (Tokyo Denki Univ.) |
| 3rd Author's Name | Yoshihiko Horio |
| 3rd Author's Affiliation | Tokyo Denki University (Tokyo Denki Univ.) |
| 4th Author's Name | Kazuyuki Aihara |
| 4th Author's Affiliation | The University of Tokyo (Univ. of Tokyo) |
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| Speaker | Author-1 |
| Date Time | 2013-03-15 11:05:00 |
| Presentation Time | 25 minutes |
| Registration for | NLP |
| Paper # | NLP2012-165 |
| Volume (vol) | vol.112 |
| Number (no) | no.487 |
| Page | pp.109-114 |
| #Pages | 6 |
| Date of Issue | 2013-03-07 (NLP) |
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