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Journal of Automation and Information Sciences
SJR: 0.232 SNIP: 0.464 CiteScore™: 0.27

ISSN Imprimir: 1064-2315
ISSN On-line: 2163-9337

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Journal of Automation and Information Sciences

DOI: 10.1615/JAutomatInfScien.v41.i5.70
pages 61-69

Regression Modeling and its Application to the Problem of Prediction of Space Weather

Alexey S. Parnovskiy
Institute of Space Research of National Academy of Sciences of Ukraine and National Space Agency of Ukraine, Kiev, Ukraine


A new method for simulation of nonlinear discrete dynamical systems with unknown dimension on the example of the problem of forecasting space weather. The proposed method allows to predict the system’s output several steps ahead, determine its dynamic characteristics, as well as identify significant and insignificant input parameters, which leads to the construction of the phenomenological model of the system.

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