PREDICTING CHAOTIC TIME-SERIES WITH WAVELET NETWORKS

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	PREDICTING CHAOTIC TIME-SERIES WITH WAVELET NETWORKS
	CAO, LY; HONG, YG; FANG, HP; HE, GW; CAO, LY , ACAD SINICA,INST THEORET PHYS,POB 2735,BEIJING 100080,PEOPLES R CHINA.
刊名	PHYSICA D
	1995
卷号	85 期号:40910 页码:225-238
关键词	Nonlinear Prediction Systems Identification
ISSN号	0167-2789
英文摘要	A 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.
学科主题	Physics
URL标识	查看原文
公开日期	2012-08-28
内容类型	期刊论文
源URL	[http://ir.itp.ac.cn/handle/311006/11731]
专题	理论物理研究所_理论物理所1978-2010年知识产出
通讯作者	CAO, LY , ACAD SINICA,INST THEORET PHYS,POB 2735,BEIJING 100080,PEOPLES R CHINA.
推荐引用方式 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.