Paper Abstract and Keywords |
Presentation |
2010-08-03 13:20
Automation of Prediction of Chaos Time-Series Data by using 3x3 Lattice-Shaped System of Coupled Oscillators by Inductors Tatsuya Sasaki, Takeo Imoto, Masayuki Yamauchi (Hiroshima Inst. of Tech.), Yoshifumi Nishio (Tokushima Univ) CAS2010-59 NLP2010-75 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
\begin{eabstract}
We can say that it is very important to predict the time-series data.
Recently, various researches for prediction of time-series data are carried out, and various techniques are proposed.
There are many researches using statistical techniques for the prediction,
and many researches of mathematically synthesising approximate function by using passed time-series data.
In our previous study, we predicted time-series data by using
lattice-shaped system of van der Pol oscillators coupled by inductor.
We basically predicted the time-series data by hand power.
Therefore, automatic prediction method were needed.
It is desired that best solution was searched from all combination of parameters.
However, the number of parameters is large, and long calculation time is needed.
In this study, combination method of manual adjustment and automatic adjustment is proposed.
Many conditions for automatic adjustment are investigated and proposed. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
future prediction / time-series data / van der Pol oscillator / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 110, no. 166, NLP2010-75, pp. 141-146, Aug. 2010. |
Paper # |
NLP2010-75 |
Date of Issue |
2010-07-26 (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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CAS2010-59 NLP2010-75 |
Conference Information |
Committee |
NLP CAS |
Conference Date |
2010-08-02 - 2010-08-03 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Naruto University of Education |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
General |
Paper Information |
Registration To |
NLP |
Conference Code |
2010-08-NLP-CAS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Automation of Prediction of Chaos Time-Series Data by using 3x3 Lattice-Shaped System of Coupled Oscillators by Inductors |
Sub Title (in English) |
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Keyword(1) |
future prediction |
Keyword(2) |
time-series data |
Keyword(3) |
van der Pol oscillator |
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1st Author's Name |
Tatsuya Sasaki |
1st Author's Affiliation |
Hiroshima Institute of Technology (Hiroshima Inst. of Tech.) |
2nd Author's Name |
Takeo Imoto |
2nd Author's Affiliation |
Hiroshima Institute of Technology (Hiroshima Inst. of Tech.) |
3rd Author's Name |
Masayuki Yamauchi |
3rd Author's Affiliation |
Hiroshima Institute of Technology (Hiroshima Inst. of Tech.) |
4th Author's Name |
Yoshifumi Nishio |
4th Author's Affiliation |
The University of Tokushima (Tokushima Univ) |
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Speaker |
Author-1 |
Date Time |
2010-08-03 13:20:00 |
Presentation Time |
25 minutes |
Registration for |
NLP |
Paper # |
CAS2010-59, NLP2010-75 |
Volume (vol) |
vol.110 |
Number (no) |
no.165(CAS), no.166(NLP) |
Page |
pp.141-146 |
#Pages |
6 |
Date of Issue |
2010-07-26 (CAS, NLP) |
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