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Brief Communication: Breeding vectors in the phase space reconstructed from time series data
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2016
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Source: Nonlinear Processes in Geophysics, 23(3), 137-141
[PDF-1.06 MB]
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Journal Title:Nonlinear Processes in Geophysics
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Description:Bred vectors characterize the nonlinear instability of dynamical systems and so far have been computed only for systems with known evolution equations. In this article, bred vectors are computed from a single time series data using time-delay embedding, with a new technique, nearest-neighbor breeding. Since the dynamical properties of the standard and nearest-neighbor breeding are shown to be similar, this provides a new and novel way to model and predict sudden transitions in systems represented by time series data alone.
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Source:Nonlinear Processes in Geophysics, 23(3), 137-141
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Rights Information:CC BY
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