Constrained LLA to predict a chaotic time series

Versione 1.0.0.0 (8,23 KB) da Dmitry Volobuev
It should work with the noisy time series of limited length
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2K download
Aggiornato 1 nov 2007

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4 files are included in the package:
(1) fs01.m - the 1st-order local linear approximation (LLA) very similar to algorithm by Farmer and Sidorowich (1987). Uses constrained linear least squares (lsqlin) and
(2) ts1.m - to reconstruct the vectors of the state space.
(3) Example.m - runs fs01 and ts1 to predict
(4) composite.txt - synthetic time series of decadal average sunspot number

Cita come

Dmitry Volobuev (2024). Constrained LLA to predict a chaotic time series (https://www.mathworks.com/matlabcentral/fileexchange/17276-constrained-lla-to-predict-a-chaotic-time-series), MATLAB Central File Exchange. Recuperato .

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Ispirato da: "TOY" dynamo

Ispirato: "TOY" dynamo

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Versione Pubblicato Note della release
1.0.0.0