Paper Abstract and Keywords |
Presentation |
2019-01-24 11:40
Numerical simulation on decision making using spontaneous exchange of synchronization in chaotic lasers Takatomo Mihana, Yusuke Mitsui, Kazutaka Kanno (Saitama Univ.), Makoto Naruse (NICT), Atsushi Uchida (Saitama Univ.) NLP2018-115 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Decision making using chaotic laser dynamics has been proposed recently. We propose a method for solving the multi-armed bandit problem in decision making using lag synchronization of chaos in mutually-coupled semiconductor lasers. We observe spontaneous exchange of leader-laggard relationship where one laser oscillates in advance with respect to the other laser with the coupling delay time. We change the coupling strengths of mutually-coupled semiconductor lasers and control the probability of becoming the leader laser. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Semiconductor laser / Lag synchronization / Multi-armed bandit problem / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 413, NLP2018-115, pp. 101-106, Jan. 2019. |
Paper # |
NLP2018-115 |
Date of Issue |
2019-01-16 (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) |
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NLP2018-115 |
Conference Information |
Committee |
NLP NC |
Conference Date |
2019-01-23 - 2019-01-24 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
The Centennial Hall, Hokkaido Univ. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
General Implementation of Neuro Computing, Analysis and Modeling of Human Science, etc. |
Paper Information |
Registration To |
NLP |
Conference Code |
2019-01-NLP-NC |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Numerical simulation on decision making using spontaneous exchange of synchronization in chaotic lasers |
Sub Title (in English) |
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Keyword(1) |
Semiconductor laser |
Keyword(2) |
Lag synchronization |
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Multi-armed bandit problem |
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1st Author's Name |
Takatomo Mihana |
1st Author's Affiliation |
Saitama University (Saitama Univ.) |
2nd Author's Name |
Yusuke Mitsui |
2nd Author's Affiliation |
Saitama University (Saitama Univ.) |
3rd Author's Name |
Kazutaka Kanno |
3rd Author's Affiliation |
Saitama University (Saitama Univ.) |
4th Author's Name |
Makoto Naruse |
4th Author's Affiliation |
National Institute of Information and Communications Technology (NICT) |
5th Author's Name |
Atsushi Uchida |
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Saitama University (Saitama Univ.) |
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Speaker |
Author-1 |
Date Time |
2019-01-24 11:40:00 |
Presentation Time |
20 minutes |
Registration for |
NLP |
Paper # |
NLP2018-115 |
Volume (vol) |
vol.118 |
Number (no) |
no.413 |
Page |
pp.101-106 |
#Pages |
6 |
Date of Issue |
2019-01-16 (NLP) |