Paper Abstract and Keywords |
Presentation |
2014-10-16 09:15
Improvement of Simulated Annealing Search Based on Tree Representations Takaaki Banno, Kunihiro Fujiyoshi (TUAT) CAS2014-51 NLP2014-45 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Simulated Annealing is a metaheuristic for the general optimization problem of locating a good approximation to the global minimum of a given cost function in a large solution space.
To search suboptimal solutions by Simulated Annealing, it is necessary to define appropriate perturbations.
In this paper, we assumed that the degradation of search efficiency are caused when adjacent solution needs several times of perturbations to restore it which was made by once.
Therefore, we set limits in perturbations so that they can restore any solution in constant times and test them to see the improvement of search efficiency, and confirm the efficacy. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Simulated Annealing / tree representations / perturbations / O-tree / DTS / / / |
Reference Info. |
IEICE Tech. Rep., vol. 114, no. 249, CAS2014-51, pp. 1-6, Oct. 2014. |
Paper # |
CAS2014-51 |
Date of Issue |
2014-10-09 (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) |
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CAS2014-51 NLP2014-45 |
Conference Information |
Committee |
NLP CAS |
Conference Date |
2014-10-16 - 2014-10-17 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Ehime University |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Nonlinear Problems, etc. |
Paper Information |
Registration To |
CAS |
Conference Code |
2014-10-NLP-CAS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Improvement of Simulated Annealing Search Based on Tree Representations |
Sub Title (in English) |
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Simulated Annealing |
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tree representations |
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perturbations |
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O-tree |
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DTS |
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1st Author's Name |
Takaaki Banno |
1st Author's Affiliation |
Tokyo University of Agriculture and Technology (TUAT) |
2nd Author's Name |
Kunihiro Fujiyoshi |
2nd Author's Affiliation |
Tokyo University of Agriculture and Technology (TUAT) |
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Speaker |
Author-1 |
Date Time |
2014-10-16 09:15:00 |
Presentation Time |
20 minutes |
Registration for |
CAS |
Paper # |
CAS2014-51, NLP2014-45 |
Volume (vol) |
vol.114 |
Number (no) |
no.249(CAS), no.250(NLP) |
Page |
pp.1-6 |
#Pages |
6 |
Date of Issue |
2014-10-09 (CAS, NLP) |
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