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物理学报  2006 

A novel multi-step adaptive prediction method for chaotic time series
混沌时间序列多步自适应预测方法

Keywords: multi-step adaptive prediction method,local adaptive prediction method,chaotic time series
多步自适应预测方法
,局域自适应预测方法,混沌时间序列

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Abstract:

Based on the short-term predictability of chaotic time series and the adaptive tracking chaotic trajectory of adaptive algorithm, a novel multi-step adaptive prediction method is proposed in this paper to resolve the problem of adjusting the filter parameters of the local adaptive prediction method during multi-step prediction. Simulation results show that this multi-step adaptive prediction method can be successfully used to make multi-step predictions, and its performance is better than that of the local adaptive prediction algorithm.

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