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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.
1995
发表期刊PHYSICA D
ISSN0167-2789
卷号85期号:40910页码:225-238
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.
部门归属ACAD SINICA,INST SYST SCI,BEIJING 100080,PEOPLES R CHINA; ACAD SINICA,INST MECH,LNM,BEIJING 100080,PEOPLES R CHINA
关键词Nonlinear Prediction Systems Identification
学科领域Physics
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收录类别SCI
文献类型期刊论文
条目标识符http://ir.itp.ac.cn/handle/311006/11731
专题理论物理所SCI论文
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.
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