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| Presentation | 2014-07-26 16:10 Learning of Mixed-Rule Cellular Automata Based on the Genetic Algorithm Ryo Sawayama, Toshimichi Saito (Hosei Univ.)  NC2014-19 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | This paper studies the cellular automaton (CA) governed by combination of two rules. First, we analyze a class of CA that generates several isolated spatiotemporal patterns without transient phenomena. Second, we present an evolutionary algorithm that tries to optimize the combination of two rules to stabilize the desired isolated patterns. Performing basic numerical experiments, it is shown that the evolutionary algorithm can make transient phenomena and can stabilize the desired isolated patterns. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Cellular Automata / Genetic Algorithm / Return Map / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 114, no. 154, NC2014-19, pp. 15-19, July 2014. | |
| Paper # | NC2014-19 | |
| Date of Issue | 2014-07-19 (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 | NC2014-19 |
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| Conference Information | |
| Committee | MBE NC |
| Conference Date | 2014-07-26 - 2014-07-26 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okayama University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2014-07-MBE-NC |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Learning of Mixed-Rule Cellular Automata Based on the Genetic Algorithm |
| Sub Title (in English) | |
| Keyword(1) | Cellular Automata |
| Keyword(2) | Genetic Algorithm |
| Keyword(3) | Return Map |
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| 1st Author's Name | Ryo Sawayama |
| 1st Author's Affiliation | Hosei University (Hosei Univ.) |
| 2nd Author's Name | Toshimichi Saito |
| 2nd Author's Affiliation | Hosei University (Hosei Univ.) |
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| Speaker | Author-1 |
| Date Time | 2014-07-26 16:10:00 |
| Presentation Time | 25 minutes |
| Registration for | NC |
| Paper # | NC2014-19 |
| Volume (vol) | vol.114 |
| Number (no) | no.154 |
| Page | pp.15-19 |
| #Pages | 5 |
| Date of Issue | 2014-07-19 (NC) |
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