Title of article :
ANALYSIS OF THE MODIFIED TIKHONOV METHOD FOR SOLVING A LINEAR ILL-POSED PROBLEM WITH A SOLUTION CONTAINING CONTINUOUS and DISCONTINUOUS COMPONENTS
Author/Authors :
Belyaev, V.V. N. N. Krasovskii Institute of Mathematics and Mechanics UB RAS, Russia, Ural Federal University
Abstract :
In the paper, a linear operator equation that does not satisfy the Hadamard
well-posed conditions is considered. It is assumed that the solution is representable as the
sum of smooth and discontinuous components in different regions of its domain. For the stable
separate reconstruction of a solution, a modified Tikhonov method is used. In this method,
the stabilizer is chosen as a sum of the functions: Lebesgue norm and its variation. In the
sum, every stabilizing functional depends on one component only. Convergence theorem in
one-dimentional case is proved for the regularized solution. A scheme of finite-dimensional
approximations of the regularized problem in two-dimentional case is investigated, and the
results of numerical experiments in one-dimentional case are presented.
Keywords :
ill-posed problem , Tikhonov regularization , non-smooth solution , variation , total variation
Journal title :
Eurasian Journal of Mathematical and Computer Applications