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Paper Abstract and Keywords
Presentation 2014-07-21 15:20
An artificial bee colony algorithm introducing relative evaluation and multi-dimensional update
Shin Suzuki, Hidehiro Nakano, Arata Miyauchi (Tokyo City Univ.) NLP2014-36
Abstract (in Japanese) (See Japanese page) 
(in English) An artificial Bee Colony (ABC) algorithm is an effective method for solving high-dimensional optimization problems. However, the fitness functions in the conventional ABC algorithms do not have flexibility for the kind of problems. Also, these algorithms cannot show high performances for the problems with the dependency between design variables. In this paper, the above weak points in the conventional ABC algorithms are improved by introducing relative evaluation and multi-dimensional update procedures. By performing the numerical experiments using benchmark problems, the effectiveness of the proposed algorithm is verified.
Keyword (in Japanese) (See Japanese page) 
(in English) Artificial Bee Colony / Swarm Inteligence / Optimization Problems / Multi-Dimensinal Update / / / /  
Reference Info. IEICE Tech. Rep., vol. 114, no. 145, NLP2014-36, pp. 27-32, July 2014.
Paper # NLP2014-36 
Date of Issue 2014-07-14 (NLP) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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. (No. 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF NLP2014-36

Conference Information
Committee NLP  
Conference Date 2014-07-21 - 2014-07-22 
Place (in Japanese) (See Japanese page) 
Place (in English) Hakodate City Central Library 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Nonlinear Problems, etc. 
Paper Information
Registration To NLP 
Conference Code 2014-07-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) An artificial bee colony algorithm introducing relative evaluation and multi-dimensional update 
Sub Title (in English)  
Keyword(1) Artificial Bee Colony  
Keyword(2) Swarm Inteligence  
Keyword(3) Optimization Problems  
Keyword(4) Multi-Dimensinal Update  
1st Author's Name Shin Suzuki  
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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Date Time 2014-07-21 15:20:00 
Presentation Time 25 
Registration for NLP 
Paper # IEICE-NLP2014-36 
Volume (vol) IEICE-114 
Number (no) no.145 
Page pp.27-32 
#Pages IEICE-6 
Date of Issue IEICE-NLP-2014-07-14 

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