Paper Abstract and Keywords |
Presentation |
2021-01-29 10:10
Consideration of Switching by Chaotic Neurodynamics for Asymmetric TSPs by using Hidden Markov Model Tomoya Matsuno, Toshihiro Tachibana (Shonan Inst. of Tech.), Masaharu Adachi (Tokyo Denki Univ.) CAS2020-59 ICTSSL2020-44 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Several methods for solving the asymmetric traveling salesman problem using chaotic neural networks is proposed by Tachibana et al. The common feature of these methods is that they use multiple point exchange methods. Also, these methods use chaotic neural networks to select the point exchange method to be used among the multiple point exchange methods.
In this method, the results suggest that the chaotic neural network can be used for adaptive switching. Therefore, we conducted a survey to find out the reason why the chaotic neural network gives a good solution when it is used. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Asymmetric traveling salesman problems / Chaotic neural networks / Hidden Markov model / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 120, no. 346, CAS2020-59, pp. 107-110, Jan. 2021. |
Paper # |
CAS2020-59 |
Date of Issue |
2021-01-21 (CAS, ICTSSL) |
ISSN |
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) |
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CAS2020-59 ICTSSL2020-44 |
Conference Information |
Committee |
CAS ICTSSL |
Conference Date |
2021-01-28 - 2021-01-29 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Students session, General session |
Paper Information |
Registration To |
CAS |
Conference Code |
2021-01-CAS-ICTSSL |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Consideration of Switching by Chaotic Neurodynamics for Asymmetric TSPs by using Hidden Markov Model |
Sub Title (in English) |
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Asymmetric traveling salesman problems |
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Chaotic neural networks |
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Hidden Markov model |
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1st Author's Name |
Tomoya Matsuno |
1st Author's Affiliation |
Shonan Institute of Technology (Shonan Inst. of Tech.) |
2nd Author's Name |
Toshihiro Tachibana |
2nd Author's Affiliation |
Shonan Institute of Technology (Shonan Inst. of Tech.) |
3rd Author's Name |
Masaharu Adachi |
3rd Author's Affiliation |
Tokyo Denki University (Tokyo Denki Univ.) |
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Speaker |
Author-1 |
Date Time |
2021-01-29 10:10:00 |
Presentation Time |
20 minutes |
Registration for |
CAS |
Paper # |
CAS2020-59, ICTSSL2020-44 |
Volume (vol) |
vol.120 |
Number (no) |
no.346(CAS), no.347(ICTSSL) |
Page |
pp.107-110 |
#Pages |
4 |
Date of Issue |
2021-01-21 (CAS, ICTSSL) |
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