Abstract
We find explicit expressions for optimal recovery methods in the problem of recovering the values of continuous linear operators on a Sobolev function class from the following information: The Fourier transform of functions is known approximately on some measurable subset of the finite-dimensional space on which the functions are defined. As corollaries, we obtain optimal methods for recovering the solution to the heat equation and solving the Dirichlet problem for a half-space.
Similar content being viewed by others
References
Smolyak S.A., On Optimal Recovery of Functions and Functionals over Them. Extended Abstract of Cand. Sci. Dissertation, Moscow University, Moscow (1965) [Russian].
Micchelli C.A. and Rivlin T.J., “A survey of optimal recovery,” in: Optimal Estimation in Approximation Theory, Plenum, New York (1977), 1–54.
Micchelli C.A. and Rivlin T.J., “Lectures on optimal recovery,” in: Lecture Notes in Mathematics; vol. 1129, vol. 1129, Springer, Berlin (1985), 21–93.
Traub J.F. and Woźniakowski H., A General Theory of Optimal Algorithms, Academic, New York (1980).
Magaril-Ilyaev G.G. and Osipenko K.Yu., “Optimal recovery of functions and their derivatives from inaccurate information about the spectrum and inequalities for derivatives,” Funct. Anal. Appl., vol. 37, no. 3, 203–214 (2003).
Magaril-Ilyaev G.G. and Osipenko K.Yu., “On optimal harmonic synthesis from inaccurate spectral data,” Funct. Anal. Appl., vol. 44, no. 3, 223–225 (2010).
Osipenko K.Yu., “On the reconstruction of the solution of the Dirichlet problem from inexact initial data,” Vladikavkaz. Mat. Zh., vol. 6, no. 4, 55–62 (2004).
Magaril-Ilyaev G.G. and Osipenko K.Yu., “Optimal recovery of the solution of the heat equation from inaccurate data,” Sb. Math., vol. 200, no. 5, 665–682 (2009).
Abramova E.V., “The best recovery of the solution of the Dirichlet problem from inaccurate spectrum of the boundary function,” Vladikavkaz. Mat. Zh., vol. 19, no. 4, 3–12 (2017).
Magaril-Il’yaev G.G. and Sivkova E.O., “Optimal recovery of the semi-group operators from inaccurate data,” Eurasian Math. J., vol. 10, no. 4, 75–84 (2019).
Abramova E.V., Magaril-Il’yaev G.G. and Sivkova E.O., “Best recovery of the solution of the Dirichlet problem in a half-space from inaccurate data,” Comp. Math. Math. Phys., vol. 60, no. 10, 1656–1665 (2020).
Sivkova E.O., “Optimal recovery of a family of operators from inaccurate measurements on a compact set,” Vladikavkaz. Mat. Zh., vol. 25, no. 2, 124–135 (2022).
Abramova E.V. and Sivkova E.O., “The optimal recovery of the solution of the Dirichlet problem in a half-space,” Vladikavkaz. Mat. Zh., vol. 64, no. 3, 441–449 (2022).
Magaril-Ilyaev G.G. and Tikhomirov V.M., Convex Analysis: Theory and Applications, Amer. Math. Soc., Providence (2003).
Stein E. and Weiss G., Introduction to Harmonic Analysis on Euclidean Spaces, Princeton University, Princeton (1970).
Funding
This work was supported by ongoing institutional funding. No additional grants to carry out or direct this particular research were obtained.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
The authors of this work declare that they have no conflicts of interest.
Additional information
Translated from Sibirskii Matematicheskii Zhurnal, 2024, Vol. 65, No. 2, pp. 235–248. https://doi.org/10.33048/smzh.2024.65.201
Publisher's Note
Pleiades Publishing remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Abramova, E.V., Sivkova, E.O. On the Optimal Recovery of One Family of Operators on a Class of Functions from Approximate Information about Its Spectrum. Sib Math J 65, 245–256 (2024). https://doi.org/10.1134/S0037446624020010
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1134/S0037446624020010