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Paper Abstract and Keywords
Presentation 2007-06-15 14:25
Verification Test on The Effectiveness of Evolutionary Particle Swarm Optimization
Hong Zhang, Masumi Ishikawa (Kyushu Inst. of Tech.) NC2007-23
Abstract (in Japanese) (See Japanese page) 
(in English) Since optimizing the values of parameters in Particle Swarm Optimization
(PSO) can improve its performance of finding a globally optimal solution, meta-optimization methods have received wide attention in computer science and various application disciplines. This paper proposes Evolutionary Particle Swarm Optimization (EPSO) that can systematically estimate appropriate values of parameters in PSO for a given optimization problem by genetic computation without prior knowledge. To demonstrate the effectiveness of EPSO, computer experiments on benchmark problems are carried out. We give experimental results and analyze the features of EPSO.
Keyword (in Japanese) (See Japanese page) 
(in English) particle swarm optimization / genetic computation / real-coded genetic algorithm / elitism strategy / meta-optimization / / /  
Reference Info. IEICE Tech. Rep., vol. 107, no. 92, NC2007-23, pp. 85-90, June 2007.
Paper # NC2007-23 
Date of Issue 2007-06-07 (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 NC2007-23

Conference Information
Committee NC  
Conference Date 2007-06-14 - 2007-06-15 
Place (in Japanese) (See Japanese page) 
Place (in English) OIST Seaside House 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NC 
Conference Code 2007-06-NC 
Language English 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Verification Test on The Effectiveness of Evolutionary Particle Swarm Optimization 
Sub Title (in English)  
Keyword(1) particle swarm optimization  
Keyword(2) genetic computation  
Keyword(3) real-coded genetic algorithm  
Keyword(4) elitism strategy  
Keyword(5) meta-optimization  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Hong Zhang  
1st Author's Affiliation Kyushu Institute of Technology (Kyushu Inst. of Tech.)
2nd Author's Name Masumi Ishikawa  
2nd Author's Affiliation Kyushu Institute of Technology (Kyushu Inst. of Tech.)
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Speaker Author-1 
Date Time 2007-06-15 14:25:00 
Presentation Time 25 minutes 
Registration for NC 
Paper # NC2007-23 
Volume (vol) vol.107 
Number (no) no.92 
Page pp.85-90 
#Pages 6 
Date of Issue 2007-06-07 (NC) 

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