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Variational Regularization for Systems of Inverse Problems: Tikhonov Regularization with Multiple Forward Operators

Variational Regularization for Systems of Inverse Problems: Tikhonov Regularization with Multiple Forward Operators

Paperback

Series: Bestmasters

General Mathematics

ISBN10: 3658253894
ISBN13: 9783658253899
Publisher: Springer Spektrum
Published: Feb 27 2019
Pages: 136
Weight: 0.41
Height: 0.32 Width: 5.83 Depth: 8.27
Language: English
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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General Mathematics