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| Presentation | 2017-07-13 14:55 Adaptivity and convergence characteristics of decision making using chaotic semiconductor laser Takatomo Mihana, Yuta Terashima (Saitama Univ.), Makoto Naruse (NICT), Song-Ju Kim (NIMS), Atsushi Uchida (Saitama Univ.)  NLP2017-35 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We numerically investigate decision making based on the tug-of-war theory using fast chaotic temporal waveforms generated from a semiconductor laser. We investigate the effect of the memory parameter with respects to the performance of decision making when the hit probabilities of slot machines are changed in time. We found that the adaptivity of the decision making is improved for small values of the memory parameter, whereas the confergence of the desicion making is better for large values of the memory parameter. We also found that the optimal value of the memory parameter can be obtained by maximizing the average hit rate of the decision making. However, the optimal memory parameter depends on the flip interval of the hit probabilities. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Chaos / Semiconductor laser / Decision making / Bandit problem / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 117, no. 121, NLP2017-35, pp. 41-46, July 2017. | |
| Paper # | NLP2017-35 | |
| Date of Issue | 2017-07-06 (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 | NLP2017-35 |
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| Conference Information | |
| Committee | NLP |
| Conference Date | 2017-07-13 - 2017-07-14 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Miyako Island Marine Terminal |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | etc. |
| Paper Information | |
| Registration To | NLP |
| Conference Code | 2017-07-NLP |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Adaptivity and convergence characteristics of decision making using chaotic semiconductor laser |
| Sub Title (in English) | |
| Keyword(1) | Chaos |
| Keyword(2) | Semiconductor laser |
| Keyword(3) | Decision making |
| Keyword(4) | Bandit problem |
| Keyword(5) | |
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| 1st Author's Name | Takatomo Mihana |
| 1st Author's Affiliation | Saitama University (Saitama Univ.) |
| 2nd Author's Name | Yuta Terashima |
| 2nd Author's Affiliation | Saitama University (Saitama Univ.) |
| 3rd Author's Name | Makoto Naruse |
| 3rd Author's Affiliation | National Institute of Infomation and Communications Technolory (NICT) |
| 4th Author's Name | Song-Ju Kim |
| 4th Author's Affiliation | National Institute for Materials Science (NIMS) |
| 5th Author's Name | Atsushi Uchida |
| 5th Author's Affiliation | Saitama University (Saitama Univ.) |
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| Speaker | Author-1 |
| Date Time | 2017-07-13 14:55:00 |
| Presentation Time | 25 minutes |
| Registration for | NLP |
| Paper # | NLP2017-35 |
| Volume (vol) | vol.117 |
| Number (no) | no.121 |
| Page | pp.41-46 |
| #Pages | 6 |
| Date of Issue | 2017-07-06 (NLP) |
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