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Variational regularization for systems of inverse problems
Tikhonov Regularization with Multiple Forward Operators
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Tikhonov regularization is a cornerstone technique in solving inverse problems with applications in countless scientific fields. Richard Huber discusses a multi-parameter Tikhonov approach for systems of inverse problems in order to take advantage of their specific structure. Such an approach allows to choose the regularization weights of each subproblem individually with respect to the corresponding noise levels and degrees of ill-posedness.
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Variational regularization for systems of inverse problems, Richard Huber
- Sprache
- Erscheinungsdatum
- 2019
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- Titel
- Variational regularization for systems of inverse problems
- Untertitel
- Tikhonov Regularization with Multiple Forward Operators
- Sprache
- Englisch
- Autor*innen
- Richard Huber
- Verlag
- Springer Spektrum
- Erscheinungsdatum
- 2019
- ISBN10
- 3658253894
- ISBN13
- 9783658253899
- Reihe
- BestMasters
- Kategorie
- Skripten & Universitätslehrbücher
- Beschreibung
- Tikhonov regularization is a cornerstone technique in solving inverse problems with applications in countless scientific fields. Richard Huber discusses a multi-parameter Tikhonov approach for systems of inverse problems in order to take advantage of their specific structure. Such an approach allows to choose the regularization weights of each subproblem individually with respect to the corresponding noise levels and degrees of ill-posedness.