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| Presentation | 2009-07-14 11:30 Growing particle swarm optimizer with a population-dependent parameter Chihiro Kurosu, Toshimichi Saito (Hosei Univ.), Kenya Jin'no (Nippon Inst. of Tech.)  NLP2009-32 NC2009-25 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Particle swarm optimizer with growing structure is considered in this paper. If a particle exploring the optimum is stagnated then a new particle is born and the swarm can grow depending on the property of objective problems. In order to control the growing, we introduce an acceleration parameter that attenuates as the number of particles increases. Performing numerical experiments for typical benchmarks, the algorithm efficiency is evaluated in several key indicators such as success rate, the number of iterations and the number of particles. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | PSO / Optimization / Swarm Intelligence / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 109, no. 125, NC2009-25, pp. 99-103, July 2009. | |
| Paper # | NC2009-25 | |
| Date of Issue | 2009-07-06 (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 | NLP2009-32 NC2009-25 |
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| Conference Information | |
| Committee | NC NLP |
| Conference Date | 2009-07-13 - 2009-07-14 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | NAIST |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2009-07-NC-NLP |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Growing particle swarm optimizer with a population-dependent parameter |
| Sub Title (in English) | |
| Keyword(1) | PSO |
| Keyword(2) | Optimization |
| Keyword(3) | Swarm Intelligence |
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| 1st Author's Name | Chihiro Kurosu |
| 1st Author's Affiliation | Hosei University (Hosei Univ.) |
| 2nd Author's Name | Toshimichi Saito |
| 2nd Author's Affiliation | Hosei University (Hosei Univ.) |
| 3rd Author's Name | Kenya Jin'no |
| 3rd Author's Affiliation | Nippon Institute of Technology (Nippon Inst. of Tech.) |
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| Speaker | Author-1 |
| Date Time | 2009-07-14 11:30:00 |
| Presentation Time | 30 minutes |
| Registration for | NC |
| Paper # | NLP2009-32, NC2009-25 |
| Volume (vol) | vol.109 |
| Number (no) | no.124(NLP), no.125(NC) |
| Page | pp.99-103 |
| #Pages | 5 |
| Date of Issue | 2009-07-06 (NLP, NC) |
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