ITP OpenIR  > 理论物理所科研产出  > SCI论文
CAO, LY; HONG, YG; FANG, HP; HE, GW; CAO, LY , ACAD SINICA,INST THEORET PHYS,POB 2735,BEIJING 100080,PEOPLES R CHINA.
PREDICTING CHAOTIC TIME-SERIES WITH WAVELET NETWORKS
Source PublicationPHYSICA D
KeywordNonlinear Prediction Systems Identification
AbstractA new technique, wavelet network, is introduced to predict chaotic time series. By using this technique, firstly, we make accurate short-term predictions of the time series from chaotic attractors. Secondly, we make accurate predictions of the values and bifurcation structures of the time series from dynamical systems whose parameter values are changing with time. Finally we predict chaotic attractors by making long-term predictions based on remarkably few data points, where the correlation dimensions of predicted attractors are calculated and are found to be almost identical to those of actual attractors.
1995
ISSN0167-2789
Volume85Issue:40910Pages:225-238
Subject AreaPhysics
Indexed BySCI
Document Type期刊论文
Identifierhttp://ir.itp.ac.cn/handle/311006/11731
Collection理论物理所科研产出_SCI论文
Corresponding AuthorCAO, LY , ACAD SINICA,INST THEORET PHYS,POB 2735,BEIJING 100080,PEOPLES R CHINA.
Recommended Citation
GB/T 7714
CAO, LY,HONG, YG,FANG, HP,et al. PREDICTING CHAOTIC TIME-SERIES WITH WAVELET NETWORKS[J]. PHYSICA D,1995,85(40910):225-238.
APA CAO, LY,HONG, YG,FANG, HP,HE, GW,&CAO, LY , ACAD SINICA,INST THEORET PHYS,POB 2735,BEIJING 100080,PEOPLES R CHINA..(1995).PREDICTING CHAOTIC TIME-SERIES WITH WAVELET NETWORKS.PHYSICA D,85(40910),225-238.
MLA CAO, LY,et al."PREDICTING CHAOTIC TIME-SERIES WITH WAVELET NETWORKS".PHYSICA D 85.40910(1995):225-238.
Files in This Item:
File Name/Size DocType Version Access License
Predicting chaotic t(1062KB) 开放获取LicenseApplication Full Text
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[CAO, LY]'s Articles
[HONG, YG]'s Articles
[FANG, HP]'s Articles
Baidu academic
Similar articles in Baidu academic
[CAO, LY]'s Articles
[HONG, YG]'s Articles
[FANG, HP]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[CAO, LY]'s Articles
[HONG, YG]'s Articles
[FANG, HP]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.