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Paper Abstract and Keywords
Presentation 2015-05-19 11:50
Basic Performances of Deterministic PSO Networks
Tomoyuki Sasaki, Hidehiro Nakano, Arata Miyauchi, Akira Taguchi (Tokyo City Univ.) NLP2015-38
Abstract (in Japanese) (See Japanese page) 
(in English) PSO network is the method of dividing population of PSO into multiple sub-swarm groups, and each sub-swarm group is connected by network structure.
In PSO network, the parameters which control network structure affect the search performance significantly.
However, the effect of the search performance for these parameters has not been investigated in detail.
In this paper, in order to investigate the effect of these parameters in detail, the deterministic PSON-D (D-PSON-D) is proposed.
The PSON-D is one of the PSO networks.
In the proposed D-PSON-D, random factors are removed from the original PSON-D.
We analyze the characteristic of the D-PSON-D theoretically and perform the numerical experiments.
We then clarify the suitable parameters for the network structure.
Also, by comparing D-PSON-D with the other deterministic PSOs and PSON-D, the search performance of D-PSON-D is evaluated.
Keyword (in Japanese) (See Japanese page) 
(in English) Particle Swarm Optimization / Network Structure / PSO network / Deterministic PSO / Meta-heuristics / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 34, NLP2015-38, pp. 61-66, May 2015.
Paper # NLP2015-38 
Date of Issue 2015-05-11 (NLP) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
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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 NLP2015-38

Conference Information
Committee NLP  
Conference Date 2015-05-18 - 2015-05-19 
Place (in Japanese) (See Japanese page) 
Place (in English) Yu-sa Asamushi 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Nonlinear Problems, etc. 
Paper Information
Registration To NLP 
Conference Code 2015-05-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Basic Performances of Deterministic PSO Networks 
Sub Title (in English)  
Keyword(1) Particle Swarm Optimization  
Keyword(2) Network Structure  
Keyword(3) PSO network  
Keyword(4) Deterministic PSO  
Keyword(5) Meta-heuristics  
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.)
4th Author's Name Akira Taguchi  
4th Author's Affiliation Tokyo City University (Tokyo City Univ.)
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Speaker Author-1 
Date Time 2015-05-19 11:50:00 
Presentation Time 25 minutes 
Registration for NLP 
Paper # NLP2015-38 
Volume (vol) vol.115 
Number (no) no.34 
Page pp.61-66 
#Pages 6 
Date of Issue 2015-05-11 (NLP) 

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