Paper Abstract and Keywords |
Presentation |
2012-03-16 10:15
Exploring ability of various Insensitive Differential Evolution Itsuki Handa, Toshimichi Saito (HU) NC2011-180 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This paper presents an insensitive differential evolution for multi-solution problems.
The algorithm consists of global and local searches.
In the global search, the algorithm tries to construct local sub-regions (LSRs) each of which includes either solution.
In the local search, the algorithm operates on all the LSRs in parallel and tries to find all the solutions.
The algorithm has a key parameter that controls the algorithm insensitivity.
If the insensitivity is suitable, the algorithm can construct all the LSRs before trapping into either solution and can find all the solutions.
Performing some basic numerical experiments where parameters are adjusted by trial-and-errors, basic performance of the algorithm is investigated. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Differential Evolution / Swarm Intelligence / multi-solution problems / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 111, no. 483, NC2011-180, pp. 347-352, March 2012. |
Paper # |
NC2011-180 |
Date of Issue |
2012-03-07 (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) |
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NC2011-180 |
Conference Information |
Committee |
MBE NC |
Conference Date |
2012-03-14 - 2012-03-16 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Tamagawa University |
Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
NC |
Conference Code |
2012-03-MBE-NC |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Exploring ability of various Insensitive Differential Evolution |
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Differential Evolution |
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Swarm Intelligence |
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multi-solution problems |
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1st Author's Name |
Itsuki Handa |
1st Author's Affiliation |
Hosei University (HU) |
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Toshimichi Saito |
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Hosei University (HU) |
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Speaker |
Author-1 |
Date Time |
2012-03-16 10:15:00 |
Presentation Time |
25 minutes |
Registration for |
NC |
Paper # |
NC2011-180 |
Volume (vol) |
vol.111 |
Number (no) |
no.483 |
Page |
pp.347-352 |
#Pages |
6 |
Date of Issue |
2012-03-07 (NC) |
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