Predicting chaotic time-series with wavelet networks

IMECH-IR > 力学所知识产出(1956-2008)

	Predicting chaotic time-series with wavelet networks
	Cao LY; Hong YG; Fang HP; He GW(何国威); CAO, LY (reprint author), ACAD SINICA,INST THEORET PHYS,POB 2735,BEIJING 100080,PEOPLES R CHINA.
发表期刊	Physica D
	1995
卷号	85 期号:1-2 页码:225-238
ISSN	0167-2789
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.
关键词	Nonlinear Prediction Systems Identification
收录类别	SCI
语种	英语
WOS记录号	WOS:A1995RJ44200011
关键词[WOS]	NONLINEAR PREDICTION ; SYSTEMS ; IDENTIFICATION
WOS研究方向	Mathematics ; Physics
WOS类目	Mathematics, Applied ; Physics, Multidisciplinary ; Physics, Mathematical
引用统计	被引频次：129[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://dspace.imech.ac.cn/handle/311007/39214
专题	力学所知识产出(1956-2008)
通讯作者	CAO, LY (reprint author), 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,1995,85,1-2,:225-238.
APA	Cao LY,Hong YG,Fang HP,何国威,&CAO, LY .(1995).Predicting chaotic time-series with wavelet networks.Physica D,85(1-2),225-238.
MLA	Cao LY,et al."Predicting chaotic time-series with wavelet networks".Physica D 85.1-2(1995):225-238.

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