About the Tikhonov Regularization Method for the Solution of Incorrect Problems

Author:

Ryabov V. M.1,Burova I. G.1

Affiliation:

1. Department of Computational Mathematics, St. Petersburg State University, 7-9 Universitetskaya Embankment, St. Petersburg, RUSSIA

Abstract

From time to time, papers are published containing gross errors when solving integral equations of the first kind. This paper is devoted to the analysis of these errors. The paper considers Tikhonov’s weak and operator regularization. To construct a solution to the integral equation, the local splines of the Lagrangian type of the second order of approximation, as well as the local splines of the Hermitian type of the fourth order of approximation of the first level, are used. The results of numerical experiments are presented.

Publisher

World Scientific and Engineering Academy and Society (WSEAS)

Subject

Computer Science Applications,Control and Systems Engineering

Reference10 articles.

1. A. V. Lebedeva, V.M. Ryabov, On the numerical solution of systems of linear algebraic equations with ill-conditioned matrices, Vestnik St. Petersburg University, Mathematics, 2019, Vol. 52, No. 4, 2019, pp. 388–393.

2. V. M. Ryabov and others, Inverse and ill-posed problems, http://hdl.handle.net/11701/36400

3. A. N. Tikhonov, V.Ya.Arsenin, Solutions of Ill-Posed Problems, Winston, 1977. 258 p.

4. A. B. Bakushinsky, A.V. Goncharsky, Incorrect tasks. Numerical methods and applications. Moscow University Press. 1989.

5. I. G. Burova, V. M. Ryabov, On the solution of Fredholm integral equations of the first kind, WSEAS Transactions on Mathematics, Vol.19, 2020, pp. 699-708.

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