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Paper Abstract and Keywords
Presentation 2018-10-18 14:40
An application of a differential evolution SHADE to multi-objective optimization problems
Yuuichitou Ooto, Takayuki Kimura (NIT) CAS2018-44 NLP2018-79
Abstract (in Japanese) (See Japanese page) 
(in English) An objective of the Multi-objective Optimization Problem is to nd the optimal Pareto solution under the situation that each objective function has trade-off relationship. The Evolutionary algorithms are often used to solve these problems because the algorithms successfully obtain various types of solutions. However, the algorithms cannot get a solution that has a extremely small/large value for each objective function. To overcome this problem, we propose in this report a new algorithm that searches each objective function using each EA method. Our proposed method also effectively expands the solutions to get wider Pareto solutions. Numerical simulations show that our proposed method has better performance than conventional methods such as SPEA2 and NSGA-II for the two objective optimization problems.
Keyword (in Japanese) (See Japanese page) 
(in English) Evolutionary algorithm / Multi objective optimization problem / SHADE / / / / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 243, NLP2018-79, pp. 39-44, Oct. 2018.
Paper # NLP2018-79 
Date of Issue 2018-10-11 (CAS, 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 CAS2018-44 NLP2018-79

Conference Information
Committee CAS NLP  
Conference Date 2018-10-18 - 2018-10-19 
Place (in Japanese) (See Japanese page) 
Place (in English) Tohoku Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Mathematical modeling, numerical simulation etc. 
Paper Information
Registration To NLP 
Conference Code 2018-10-CAS-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) An application of a differential evolution SHADE to multi-objective optimization problems 
Sub Title (in English)  
Keyword(1) Evolutionary algorithm  
Keyword(2) Multi objective optimization problem  
Keyword(3) SHADE  
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1st Author's Name Yuuichitou Ooto  
1st Author's Affiliation Nippon Institute of Technology (NIT)
2nd Author's Name Takayuki Kimura  
2nd Author's Affiliation Nippon Institute of Technology (NIT)
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Speaker Author-1 
Date Time 2018-10-18 14:40:00 
Presentation Time 25 minutes 
Registration for NLP 
Paper # CAS2018-44, NLP2018-79 
Volume (vol) vol.118 
Number (no) no.242(CAS), no.243(NLP) 
Page pp.39-44 
#Pages 6 
Date of Issue 2018-10-11 (CAS, NLP) 

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