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| Presentation | 2023-09-13 09:00 Implementation of Dynamic Simulation Pruning Strategy in the Assimilation of Large-scale Pedestrian Simulation Shunki Takami (Univ. of Tsukuba), Ryo Ishiyama (Kyushu Univ.), Shusuke Shigenaka (Univ. of Tsukuba), Masaki Onishi (AIST), Itsuki Noda (Hokkaido Univ.)  AI2023-11 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | An implementation method for a dynamic simulation pruning strategy in assimilating large-scale pedestrian simulation is proposed. The simulation requires more than five minutes of computation time per trial. However, trials can be terminated midstream with interim evaluations if the assimilation targeted time-series data. The simulation pruning strategy is effective, especially in the case of an optimizer that can handle parallel trials. This paper proposes the method for establishing censoring criteria and implementing the mechanism with an experimental framework. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | simulation pruning / data assimilation / large-scale pedestrian simulation / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 123, no. 190, AI2023-11, pp. 56-59, Sept. 2023. | |
| Paper # | AI2023-11 | |
| Date of Issue | 2023-09-05 (AI) | |
| 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) | |
| Download PDF | AI2023-11 |
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| Conference Information | |
| Committee | AI |
| Conference Date | 2023-09-12 - 2023-09-13 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | AI |
| Conference Code | 2023-09-AI |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Implementation of Dynamic Simulation Pruning Strategy in the Assimilation of Large-scale Pedestrian Simulation |
| Sub Title (in English) | |
| Keyword(1) | simulation pruning |
| Keyword(2) | data assimilation |
| Keyword(3) | large-scale pedestrian simulation |
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| 1st Author's Name | Shunki Takami |
| 1st Author's Affiliation | University of Tsukuba (Univ. of Tsukuba) |
| 2nd Author's Name | Ryo Ishiyama |
| 2nd Author's Affiliation | Kyushu University (Kyushu Univ.) |
| 3rd Author's Name | Shusuke Shigenaka |
| 3rd Author's Affiliation | University of Tsukuba (Univ. of Tsukuba) |
| 4th Author's Name | Masaki Onishi |
| 4th Author's Affiliation | National Institute of Advanced Industrial Science and Technology (AIST) |
| 5th Author's Name | Itsuki Noda |
| 5th Author's Affiliation | Hokkaido University (Hokkaido Univ.) |
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| Speaker | Author-1 |
| Date Time | 2023-09-13 09:00:00 |
| Presentation Time | 20 minutes |
| Registration for | AI |
| Paper # | AI2023-11 |
| Volume (vol) | vol.123 |
| Number (no) | no.190 |
| Page | pp.56-59 |
| #Pages | 4 |
| Date of Issue | 2023-09-05 (AI) |
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