Paper Abstract and Keywords |
Presentation |
2015-06-11 10:15
A basic consideration of parameter selection in an optimization method based on piecewise rotational chaos system Yoshikazu Yamanaka, Tadashi Tsubone (Nagaoka Univ. Tech) NLP2015-42 CCS2015-4 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
It is often required to quickly obtain variables or parameters which are called optimal solutions to maximize or minimize evaluation functions in engineering fields. One of the practical methods is based on dynamical systems and it has been attract some attentions. These methods can be implemented by simple computer code. Many researchers have been applying them to the real world problems. To improve the performance, it is important to uncover the effective behavior of the dynamical system for searching the optima. We have proposed a deterministic optimization method that updates the can- didates of the optimal variables based on a simple dynamical system. The method exhibits better performance than particle swarm optimization. This report analyzes the behavior of the dynamics and consider the performance to solve optimization problems. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
optimization method / chaos / time series analysis / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 115, no. 77, NLP2015-42, pp. 19-24, June 2015. |
Paper # |
NLP2015-42 |
Date of Issue |
2015-06-04 (NLP, CCS) |
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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NLP2015-42 CCS2015-4 |
Conference Information |
Committee |
NLP CCS |
Conference Date |
2015-06-11 - 2015-06-12 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Waseda Univerisity |
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(See Japanese page) |
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Paper Information |
Registration To |
NLP |
Conference Code |
2015-06-NLP-CCS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
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(See Japanese page) |
Title (in English) |
A basic consideration of parameter selection in an optimization method based on piecewise rotational chaos system |
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optimization method |
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chaos |
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time series analysis |
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1st Author's Name |
Yoshikazu Yamanaka |
1st Author's Affiliation |
Nagaoka University of Technology (Nagaoka Univ. Tech) |
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Tadashi Tsubone |
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Nagaoka University of Technology (Nagaoka Univ. Tech) |
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Speaker |
Author-1 |
Date Time |
2015-06-11 10:15:00 |
Presentation Time |
25 minutes |
Registration for |
NLP |
Paper # |
NLP2015-42, CCS2015-4 |
Volume (vol) |
vol.115 |
Number (no) |
no.77(NLP), no.78(CCS) |
Page |
pp.19-24 |
#Pages |
6 |
Date of Issue |
2015-06-04 (NLP, CCS) |
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