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Journal of Computational and Engineering Mathematics, 2022, Volume 9, Issue 1, Pages 35–42
DOI: https://doi.org/10.14529/jcem220104
(Mi jcem208)
 

Computational Mathematics

Prediction of multidimensional time series by method of inverse spectral problem

A. I. Sedov

South Ural State University, Chelyabinsk, Russia
Abstract: The paper develops a new method for predicting time series by the inverse spectral problem. We show that it is possible to construct a differential operator such that its eigenvalues coincide with a given numerical sequence. The paper gives a theoretical justification of the proposed method. The algorithm for finding a solution and an example of constructing a differential operator with partial derivatives are given. In this paper, we present a generalization in the case of multidimensional time series.
Keywords: Laplace operator, inverse spectral problem, eigenvalues, time series.
Received: 25.01.2022
Document Type: Article
UDC: 517.984
Language: English
Citation: A. I. Sedov, “Prediction of multidimensional time series by method of inverse spectral problem”, J. Comp. Eng. Math., 9:1 (2022), 35–42
Citation in format AMSBIB
\Bibitem{Sed22}
\by A.~I.~Sedov
\paper Prediction of multidimensional time series by method of inverse spectral problem
\jour J. Comp. Eng. Math.
\yr 2022
\vol 9
\issue 1
\pages 35--42
\mathnet{http://mi.mathnet.ru/jcem208}
\crossref{https://doi.org/10.14529/jcem220104}
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