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 |
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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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) |
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Keyword(1) |
Artificial Bee Colony |
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Swarm Inteligence |
Keyword(3) |
Optimization Problems |
Keyword(4) |
Multi-Dimensinal Update |
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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 |
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Tokyo City University (Tokyo City Univ.) |
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Speaker |
Author-1 |
Date Time |
2014-07-21 15:20:00 |
Presentation Time |
25 minutes |
Registration for |
NLP |
Paper # |
NLP2014-36 |
Volume (vol) |
vol.114 |
Number (no) |
no.145 |
Page |
pp.27-32 |
#Pages |
6 |
Date of Issue |
2014-07-14 (NLP) |
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