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| Presentation | 2014-01-21 14:10 Implementation of Hierarchical Ant Colony Optimization on Multi-core Parallel Computer and Its Performance Evaluation -- Application to Rolling Stock Planning with Regular Inspection -- Yukiya Kitagawa, Yasutaka Tsuji (Kyushu Univ.), Masahiro Kuroda (Kubota)  NLP2013-138 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We developed Hierarchical Ant Colony Optimization (H-ACO) for solving railway rolling stock planning. H-ACO uses several colonies and allocates them hierarchically. However, it requires a huge amount of computation time for calculation using large number of colonies. In this paper, we implement H-ACO in parallel computation environment with multi-core processor in order to reduce its computation time. The effectiveness of the proposed method is demonstrated through a numerical experiment. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Ant Colony Optimization / Parallel Computing / OpenMP / Scheduling / Rolling Stock Planning / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 113, no. 383, NLP2013-138, pp. 51-55, Jan. 2014. | |
| Paper # | NLP2013-138 | |
| Date of Issue | 2014-01-14 (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 | NLP2013-138 |
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| Conference Information | |
| Committee | NLP |
| Conference Date | 2014-01-21 - 2014-01-22 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Niseko Park Hotel |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General |
| Paper Information | |
| Registration To | NLP |
| Conference Code | 2014-01-NLP |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Implementation of Hierarchical Ant Colony Optimization on Multi-core Parallel Computer and Its Performance Evaluation |
| Sub Title (in English) | Application to Rolling Stock Planning with Regular Inspection |
| Keyword(1) | Ant Colony Optimization |
| Keyword(2) | Parallel Computing |
| Keyword(3) | OpenMP |
| Keyword(4) | Scheduling |
| Keyword(5) | Rolling Stock Planning |
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| 1st Author's Name | Yukiya Kitagawa |
| 1st Author's Affiliation | Kyushu University (Kyushu Univ.) |
| 2nd Author's Name | Yasutaka Tsuji |
| 2nd Author's Affiliation | Kyushu University (Kyushu Univ.) |
| 3rd Author's Name | Masahiro Kuroda |
| 3rd Author's Affiliation | Kubota Company Limited (Kubota) |
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| Speaker | Author-1 |
| Date Time | 2014-01-21 14:10:00 |
| Presentation Time | 20 minutes |
| Registration for | NLP |
| Paper # | NLP2013-138 |
| Volume (vol) | vol.113 |
| Number (no) | no.383 |
| Page | pp.51-55 |
| #Pages | 5 |
| Date of Issue | 2014-01-14 (NLP) |
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