Volume 25, pp. 67-100, 2006.

Error controlled regularization by projection

Wolfgang Dahmen and Markus Jürgens

Abstract

The paper is concerned with regularization concepts for the inversion of diffusion processes. The application of the involved evolution operators is based on Dunford integral representations combined with the adaptive application of resolvents using recent wavelet methods. In particular, this allows us to develop and realize numerically, to our knowledge for the first time in this context, an SVD projection method which is compared to several versions of Tikhonov-type schemes. The theoretical findings are complemented by numerical tests shedding some light on the quantitative performance of the schemes.

Full Text (PDF) [718 KB]

Key words

inverse problems, Dunford integrals, quadrature, Tikhonov method, projection methods, truncated SVD expansion, adaptive wavelet methods

AMS subject classifications

47A52, 65J20, 65J22

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