| Paper Abstract and Keywords |
| Presentation |
2008-03-13 15:00
Appling dynamic representation to solving QAP in ID model Takahiro Sota, Yoshihiro Hayakawa, Koji Nakajima (Tohoku Univ.) NC2007-171 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
We have solved combinatorial optimization problems by using the Inverse function Delayed model (ID model). When obtaining the answer, there are two types of representation, the statical representation and the dynamical representation. The statical representation is used to solve problems, which have stationary states as optimal solutions, where a typical example is the N-Queen problem. In such a case, the suitable parameters and the applicable range have already been investigated. In the dynamical representation the final state isn't stationary. It is possible to solve some instances of TSP, by using this representation. Moreover, characteristic state transition according to the negative resistance region has been investigated. However, sufficient investigation on the effect of parameters and the applicable range of the dynamical representation is needed. Thus in this report, we investigate the Quadratic Assignment Problem (QAP) to in order to understand the general characterization of the dynamical representation. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
neural network / Quadratic Assignment Problem / Inverse function Delayed model / dynamical representation / final state / negative resistance / / |
| Reference Info. |
IEICE Tech. Rep., vol. 107, no. 542, NC2007-171, pp. 349-354, March 2008. |
| Paper # |
NC2007-171 |
| Date of Issue |
2008-03-05 (NC) |
| 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 |
NC2007-171 |
| Conference Information |
| Committee |
NC MBE |
| Conference Date |
2008-03-12 - 2008-03-14 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Tamagawa Univ |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
|
| Paper Information |
| Registration To |
NC |
| Conference Code |
2008-03-NC-MBE |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Appling dynamic representation to solving QAP in ID model |
| Sub Title (in English) |
|
| Keyword(1) |
neural network |
| Keyword(2) |
Quadratic Assignment Problem |
| Keyword(3) |
Inverse function Delayed model |
| Keyword(4) |
dynamical representation |
| Keyword(5) |
final state |
| Keyword(6) |
negative resistance |
| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Takahiro Sota |
| 1st Author's Affiliation |
Tohoku University (Tohoku Univ.) |
| 2nd Author's Name |
Yoshihiro Hayakawa |
| 2nd Author's Affiliation |
Tohoku University (Tohoku Univ.) |
| 3rd Author's Name |
Koji Nakajima |
| 3rd Author's Affiliation |
Tohoku University (Tohoku Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2008-03-13 15:00:00 |
| Presentation Time |
20 minutes |
| Registration for |
NC |
| Paper # |
NC2007-171 |
| Volume (vol) |
vol.107 |
| Number (no) |
no.542 |
| Page |
pp.349-354 |
| #Pages |
6 |
| Date of Issue |
2008-03-05 (NC) |