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| Presentation | 2019-03-27 10:30 [Invited Talk] Analysis and Control of Nonlinear Dynamical Systems via the Koopman Operator Yoshihiko Susuki (Osaka Pref. Univ.)  CCS2018-56 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The Koopman operator is a composition operator defined for a large class of nonlinear dynamical systems. Even if a target dynamical system is nonlinear, the associated Koopman operator is linear but infinite-dimensional (evolving in a function space). This operator does not rely on any linearization and fully captures statistical and geometric properties of the target nonlinear system under a certain condition. This talk is presented in a tutorial fashion and provides recent advances in Koopman operator theory for analysis and control of nonlinear dynamical systems. Our discussion begins with a brief introduction to the Koopman operator and its spectrum. We then introduce recent studies on Koopman operator theory with a connection to data-driven applications, especially in power and energy systems. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Nonlinear System / Koopman Operator / Spectrum / Analysis / Control / Data Science / / | |
| Reference Info. | IEICE Tech. Rep., vol. 118, no. 519, CCS2018-56, pp. 55-55, March 2019. | |
| Paper # | CCS2018-56 | |
| Date of Issue | 2019-03-19 (CCS) | |
| 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 | CCS2018-56 |
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| Conference Information | |
| Committee | CCS |
| Conference Date | 2019-03-26 - 2019-03-27 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | NICT, Koganei, Tokyo |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Natural Computing, etc. |
| Paper Information | |
| Registration To | CCS |
| Conference Code | 2019-03-CCS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Analysis and Control of Nonlinear Dynamical Systems via the Koopman Operator |
| Sub Title (in English) | |
| Keyword(1) | Nonlinear System |
| Keyword(2) | Koopman Operator |
| Keyword(3) | Spectrum |
| Keyword(4) | Analysis |
| Keyword(5) | Control |
| Keyword(6) | Data Science |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Yoshihiko Susuki |
| 1st Author's Affiliation | Osaka Prefecture University (Osaka Pref. Univ.) |
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| Speaker | Author-1 |
| Date Time | 2019-03-27 10:30:00 |
| Presentation Time | 90 minutes |
| Registration for | CCS |
| Paper # | CCS2018-56 |
| Volume (vol) | vol.118 |
| Number (no) | no.519 |
| Page | p.55 |
| #Pages | 1 |
| Date of Issue | 2019-03-19 (CCS) |
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