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| Titel |
Brief Communication: Breeding vectors in the phase space reconstructed from time series data |
| VerfasserIn |
E. Lynch, D. Kaufman, A. S. Sharma, E. Kalnay, K. Ide |
| Medientyp |
Artikel
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| Sprache |
Englisch
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| ISSN |
2198-5634
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| Digitales Dokument |
URL |
| Erschienen |
In: Nonlinear Processes in Geophysics Discussions ; 2, no. 4 ; Nr. 2, no. 4 (2015-08-05), S.1301-1315 |
| Datensatznummer |
250115190
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| Publikation (Nr.) |
 copernicus.org/npgd-2-1301-2015.pdf |
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| Zusammenfassung |
| 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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