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| Presentation | 2010-06-19 15:35 Behavior of Ant Colony Optimization with Intelligent and Dull Ants Sho Shimomura, Masaki Sugimoto, Taku Haraguchi (Tokushima Univ.), Haruna Matsushita (Hosei Univ.), Yoshifumi Nishio (Tokushima Univ.)  NLP2010-20 NC2010-20 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | This study proposes a new Ant Colony Optimization (ACO) method; ACO with Intelligent and Dull Ants (IDACO). In IDACO algorithm, two kinds of ants coexist: intelligent ants and dull ants. IDACO algorithm is nearer to the real ant colony than the standard ACO algorithm. We apply IDACO to Traveling Salesman Problems (TSPs) and confirm that IDACO obtains more effective results than the standard ACO which consists of only the intelligent ants. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Ant Colony Optimization / Traveling Salesman Problem / meta-heuristic / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 110, no. 82, NLP2010-20, pp. 157-160, June 2010. | |
| Paper # | NLP2010-20 | |
| Date of Issue | 2010-06-11 (NLP, 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 | NLP2010-20 NC2010-20 |
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| Conference Information | |
| Committee | NC NLP IPSJ-BIO |
| Conference Date | 2010-06-18 - 2010-06-19 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Ryukyu-daigaku-gozyu-syunen-kinenn-kaikan |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Machine Learning for bio-datamining |
| Paper Information | |
| Registration To | NLP |
| Conference Code | 2010-06-NC-NLP-BIO |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Behavior of Ant Colony Optimization with Intelligent and Dull Ants |
| Sub Title (in English) | |
| Keyword(1) | Ant Colony Optimization |
| Keyword(2) | Traveling Salesman Problem |
| Keyword(3) | meta-heuristic |
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| 1st Author's Name | Sho Shimomura |
| 1st Author's Affiliation | Tokushima University (Tokushima Univ.) |
| 2nd Author's Name | Masaki Sugimoto |
| 2nd Author's Affiliation | Tokushima University (Tokushima Univ.) |
| 3rd Author's Name | Taku Haraguchi |
| 3rd Author's Affiliation | Tokushima University (Tokushima Univ.) |
| 4th Author's Name | Haruna Matsushita |
| 4th Author's Affiliation | Hosei University (Hosei Univ.) |
| 5th Author's Name | Yoshifumi Nishio |
| 5th Author's Affiliation | Tokushima University (Tokushima Univ.) |
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| Speaker | Author-1 |
| Date Time | 2010-06-19 15:35:00 |
| Presentation Time | 25 minutes |
| Registration for | NLP |
| Paper # | NLP2010-20, NC2010-20 |
| Volume (vol) | vol.110 |
| Number (no) | no.82(NLP), no.83(NC) |
| Page | pp.157-160 |
| #Pages | 4 |
| Date of Issue | 2010-06-11 (NLP, NC) |
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