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Stability of solutions to linear operator equations of the first and second kinds under perturbation of the operator with rank change. (English) Zbl 0556.47012

Mathematical aspects of computerized tomography, Proc., Oberwolfach 1980, Lect. Notes Med. Inf. 8, 13-28 (1981).
[For the entire collection see Zbl 0538.00034.]
For \(\epsilon\geq 0\), let \(L_{\epsilon}\) be linear operators between Banach spaces X and Y such that \(\dim N(L_{\epsilon})\) is a finite constant for \(\epsilon >0\) and changes at \(\epsilon =0\). If \(L_{\epsilon}\to L_ 0,\) \(f_{\epsilon}\to f_ 0\), solutions of \(L_{\epsilon}x=f_{\epsilon}\) need not converge as \(\epsilon\) \(\to 0\). In this paper, conditions are given under which convergence for \(\epsilon\) \(\to 0\) takes place. The results deals with two situations:
(1) Equations of the \(2^{nd}\) kind: \(L_{\epsilon}\) Fredholm, \(f_{\epsilon}\in R(L_{\epsilon})\), \(X=N(L_ 0)\dot +R(L_ 0).\) These results generalize those of H. W. Engl and R. Kress [Math. Methods Appl. Sci. 3, 249-274 (1981; Zbl 0476.47011)]; an extension to nonlinear problems can be found in H. Engl [Lect. Notes Math. 1107, 82-101 (1984)].
(2) Equations of the \(1^{st}\) kind: \(L_{\epsilon}\) compact. Since then the equations are ill-posed, the proof uses Tikhonov-regularization. As a by-product, a result about speed of convergence of Tikhonov regularization is obtained.

MSC:

47A55 Perturbation theory of linear operators
45B05 Fredholm integral equations
47A50 Equations and inequalities involving linear operators, with vector unknowns
65J10 Numerical solutions to equations with linear operators