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| Presentation | 2015-10-05 12:00 A study of Populations of Convergent and Non-Convergent Particles in PSO Takeshi Kamio, Takuya Sakurai, Hisato Fujisaka (Hiroshima City Univ.)  CAS2015-25 NLP2015-86 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Previously, we proposed a PSO model named PSO-NSP. PSO-NSP has convergent particles called normal particles which converge to global best position (GBP) and non-convergent particles called searching particles which converge to GBP or diverge from GBP. In this report, we propose a population control method for PSO-NSP based on GB improvement and evaluate the performance using some benchmark problems. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | PSO / normal particles / searching particles / convergent particles / non-convergent particles / GB improvement / population control / | |
| Reference Info. | IEICE Tech. Rep., vol. 115, no. 240, NLP2015-86, pp. 27-32, Oct. 2015. | |
| Paper # | NLP2015-86 | |
| Date of Issue | 2015-09-28 (CAS, 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 | CAS2015-25 NLP2015-86 |
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| Conference Information | |
| Committee | NLP CAS |
| Conference Date | 2015-10-05 - 2015-10-06 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Aster Plaza |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | NLP |
| Conference Code | 2015-10-NLP-CAS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A study of Populations of Convergent and Non-Convergent Particles in PSO |
| Sub Title (in English) | |
| Keyword(1) | PSO |
| Keyword(2) | normal particles |
| Keyword(3) | searching particles |
| Keyword(4) | convergent particles |
| Keyword(5) | non-convergent particles |
| Keyword(6) | GB improvement |
| Keyword(7) | population control |
| Keyword(8) | |
| 1st Author's Name | Takeshi Kamio |
| 1st Author's Affiliation | Hiroshima City University (Hiroshima City Univ.) |
| 2nd Author's Name | Takuya Sakurai |
| 2nd Author's Affiliation | Hiroshima City University (Hiroshima City Univ.) |
| 3rd Author's Name | Hisato Fujisaka |
| 3rd Author's Affiliation | Hiroshima City University (Hiroshima City Univ.) |
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| Speaker | Author-2 |
| Date Time | 2015-10-05 12:00:00 |
| Presentation Time | 25 minutes |
| Registration for | NLP |
| Paper # | CAS2015-25, NLP2015-86 |
| Volume (vol) | vol.115 |
| Number (no) | no.239(CAS), no.240(NLP) |
| Page | pp.27-32 |
| #Pages | 6 |
| Date of Issue | 2015-09-28 (CAS, NLP) |
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