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Vestnik Yuzhno-Ural'skogo Gosudarstvennogo Universiteta. Seriya "Vychislitelnaya Matematika i Informatika", 2015, Volume 4, Issue 1, Pages 86–98
(Mi vyurv16)
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Computational Mathematics
The finite difference approximation for the Tikhonov regularization method of the n-th order
V. P. Tanana, S. I. Belkov South Ural State University (Chelyabinsk, Russian Federation)
Abstract:
This article is a natural extension of the work by A.N. Tikhonov, where the idea of a finitedimensional approximation of the regularization problem was first formulated. However, the conditions, offered for operators, are difficult to verify. In the present work we offer other conditions, which are easier to use in practice, and use it to prove the theorem of convergence of the finitedimensional approximation for the Tikhonov regularization method. Application of the described method is demonstrated by the example with the Fredholm equation of the first kind.
Keywords:
inverse problem, regularization, finite difference approximation, ill-posed problem, integral equation.
Received: 01.01.2015
Citation:
V. P. Tanana, S. I. Belkov, “The finite difference approximation for the Tikhonov regularization method of the n-th order”, Vestn. YuUrGU. Ser. Vych. Matem. Inform., 4:1 (2015), 86–98
Linking options:
https://www.mathnet.ru/eng/vyurv16 https://www.mathnet.ru/eng/vyurv/v4/i1/p86
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Abstract page: | 260 | Full-text PDF : | 100 | References: | 46 |
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