Morozov's discrepancy principle for tikhonov |
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Authors: | Sergei Pereverzev Eberhard Schock |
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Affiliation: | Department of Mathematics , University of Kaiserslautern , P.O. Box 3049, Kaiserslautern , 67653 , Germany |
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Abstract: | In this paper severely ill-posed problems are studied which are represented in the form of linear operator equations with infinitely smoothing operators but with solutions having only a finite smoothness. It is well known, that the combination of Morozov's discrepancy principle and a finite dimensional version of the ordinary Tikhonov regularization is not always optimal because of its saturation property. Here it is shown, that this combination is always order-optimal in the case of severely ill-posed problems. |
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