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Paper Abstract and Keywords
Presentation 2014-05-27 11:20
Solving Performances of PSO Networks with Stochastic Couplings
Tomoyuki Sasaki, Hidehiro Nakano, Arata Miyauchi (Tokyo City Univ.) NLP2014-11
Abstract (in Japanese) (See Japanese page) 
(in English) In this paper, a stochastic coupling network topology is introduced in a particle swarm optimizer network. In the proposed method, each sub-swarm group of particles stochastically determines whether to communicate to the other sub-swarm groups. By controlling the communication rate, the diversity of the obtained solutions is generated, and the number of interprocess communications is reduced. Resulting of them, the search performances can be improved and the parallel-distributed computing with high parallelism can be realized. The proposed method is evaluated by computer simulations and the effectiveness of the proposed method is discussed.
Keyword (in Japanese) (See Japanese page) 
(in English) Particle Swarm Optimization / Network Structure / PSO networks / Optimization Algorithm / Stochastic Couplings / / /  
Reference Info. IEICE Tech. Rep., vol. 114, no. 55, NLP2014-11, pp. 51-56, May 2014.
Paper # NLP2014-11 
Date of Issue 2014-05-19 (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 NLP2014-11

Conference Information
Committee NLP  
Conference Date 2014-05-26 - 2014-05-27 
Place (in Japanese) (See Japanese page) 
Place (in English) Big Heart IZUMO 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Nonlinear Problems, etc. 
Paper Information
Registration To NLP 
Conference Code 2014-05-NLP 
Language English (Japanese title is available) 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Solving Performances of PSO Networks with Stochastic Couplings 
Sub Title (in English)  
Keyword(1) Particle Swarm Optimization  
Keyword(2) Network Structure  
Keyword(3) PSO networks  
Keyword(4) Optimization Algorithm  
Keyword(5) Stochastic Couplings  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Tomoyuki Sasaki  
1st Author's Affiliation Tokyo City University (Tokyo City Univ.)
2nd Author's Name Hidehiro Nakano  
2nd Author's Affiliation Tokyo City University (Tokyo City Univ.)
3rd Author's Name Arata Miyauchi  
3rd Author's Affiliation Tokyo City University (Tokyo City Univ.)
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Speaker Author-1 
Date Time 2014-05-27 11:20:00 
Presentation Time 25 minutes 
Registration for NLP 
Paper # NLP2014-11 
Volume (vol) vol.114 
Number (no) no.55 
Page pp.51-56 
#Pages 6 
Date of Issue 2014-05-19 (NLP) 

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