Modified iterated Tikhonov methods for solving systems of nonlinear ill-posed equations
A. Leitao | Baumeister, J. | De Cezaro, A.
Nonlinear systems; Ill-posed equations; Regularization; iterated Tikhonov method
We investigate iterated Tikhonov methods coupled with a Kaczmarz strategy for obtaining stable solutions of nonlinear systems of ill-posed operator equations. We show that the proposed method is a convergent regularization method. In the case of noisy data we propose a modification, the so called loping iterated Tikhonov-Kaczmarz method, where a sequence of relaxation parameters is introduced and a different stopping rule is used. Convergence analysis for this method is also provided.