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Journal of Automation and Information Sciences

年間 12 号発行

ISSN 印刷: 1064-2315

ISSN オンライン: 2163-9337

SJR: 0.173 SNIP: 0.588 CiteScore™:: 2

Indexed in

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

巻 41, 発行 5, 2009, pp. 61-69
DOI: 10.1615/JAutomatInfScien.v41.i5.70
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要約

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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