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Paper Abstract and Keywords
Presentation 2010-12-13 09:10
Multi-swarm particle swarm optimization for constrained optimization problems
Kazuhiro Homma, Tadashi Tsubone (Nagaoka Univ. of Tech.) NLP2010-111
Abstract (in Japanese) (See Japanese page) 
(in English) In this work, we have considered a multi-swarm Particle Swarm Optimization (abbr. PSO) in order to slove some constrained optimization problems. There are many approaches of PSO applied for a variety of constrained optimization problems. Especially, a penalty method which has been well-known to engineers is an effective technique for solving such problems. The penalty method transforms the objective function to an augmented objective function including constraint terms and weight parameters for applying some optimization methods for constrained optimization problems. The penalty method is simple and relatively easy to build into PSO, however adjusting the weight parameters is often depended on heuristics.
This report proposes a novel multi-swarm PSO without the use of the augmented objective functions and provides numerical verification by using some benchmark problems.
Keyword (in Japanese) (See Japanese page) 
(in English) Particle Swarm Optimization / Constrained Optimization Problems / / / / / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 335, NLP2010-111, pp. 1-4, Dec. 2010.
Paper # NLP2010-111 
Date of Issue 2010-12-06 (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)
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Conference Information
Committee NLP  
Conference Date 2010-12-13 - 2010-12-13 
Place (in Japanese) (See Japanese page) 
Place (in English) Yonago Convention Center 
Topics (in Japanese) (See Japanese page) 
Topics (in English) General 
Paper Information
Registration To NLP 
Conference Code 2010-12-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Multi-swarm particle swarm optimization for constrained optimization problems 
Sub Title (in English)  
Keyword(1) Particle Swarm Optimization  
Keyword(2) Constrained Optimization Problems  
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1st Author's Name Kazuhiro Homma  
1st Author's Affiliation Nagaoka University of Technology (Nagaoka Univ. of Tech.)
2nd Author's Name Tadashi Tsubone  
2nd Author's Affiliation Nagaoka University of Technology (Nagaoka Univ. of Tech.)
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Speaker Author-1 
Date Time 2010-12-13 09:10:00 
Presentation Time 25 minutes 
Registration for NLP 
Paper # NLP2010-111 
Volume (vol) vol.110 
Number (no) no.335 
Page pp.1-4 
#Pages 4 
Date of Issue 2010-12-06 (NLP) 

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