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Paper Abstract and Keywords
Presentation 2019-09-23 14:10
Proposal of Particle Swarm Optimization based on Parallel Computing
Hayato Saiki, Yuuki Tago, Chihiro Ikuta (NIT, Suzuka College) NLP2019-44
Abstract (in Japanese) (See Japanese page) 
(in English) In this study, we propose a novel particle swarm optimization introducing a parallel computing (PCPSO). We divide the particles to any groups. Each particle group searches a solution independent each other. In the original PSO, the particles gather to the global best and the local best. We introduce the other best which is the global best in the other particle group. In addition, the other best is updated at constant time. The PCPSO is influenced by three components for searching better solution. We confirm that the PCPSO obtain the ability of escaping out from the local minima and decreasing computation time by using some benchmark functions.
Keyword (in Japanese) (See Japanese page) 
(in English) Particle swarm optimization / Parallel computing / Local minimum / / / / /  
Reference Info. IEICE Tech. Rep., vol. 119, no. 209, NLP2019-44, pp. 45-50, Sept. 2019.
Paper # NLP2019-44 
Date of Issue 2019-09-16 (NLP) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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)
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Conference Information
Committee NLP  
Conference Date 2019-09-23 - 2019-09-24 
Place (in Japanese) (See Japanese page) 
Place (in English) Eikokuji Campus, University of Kochi 
Topics (in Japanese) (See Japanese page) 
Topics (in English) etc. 
Paper Information
Registration To NLP 
Conference Code 2019-09-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Proposal of Particle Swarm Optimization based on Parallel Computing 
Sub Title (in English)  
Keyword(1) Particle swarm optimization  
Keyword(2) Parallel computing  
Keyword(3) Local minimum  
1st Author's Name Hayato Saiki  
1st Author's Affiliation National Institute of Technology Suzuka College (NIT, Suzuka College)
2nd Author's Name Yuuki Tago  
2nd Author's Affiliation National Institute of Technology Suzuka College (NIT, Suzuka College)
3rd Author's Name Chihiro Ikuta  
3rd Author's Affiliation National Institute of Technology Suzuka College (NIT, Suzuka College)
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Date Time 2019-09-23 14:10:00 
Presentation Time 25 
Registration for NLP 
Paper # IEICE-NLP2019-44 
Volume (vol) IEICE-119 
Number (no) no.209 
Page pp.45-50 
#Pages IEICE-6 
Date of Issue IEICE-NLP-2019-09-16 

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