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

• Main Author: Huber, Richard (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Wiesbaden : Springer Fachmedien Wiesbaden : Imprint: Springer Spektrum, 2019.
• Edition: 1st ed. 2019.
• Series: BestMasters,
• Subjects: Applied mathematics.; Engineering mathematics.; Mathematical analysis.; Analysis (Mathematics).; Computer mathematics.; Applications of Mathematics.; Analysis.; Computational Mathematics and Numerical Analysis.

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...

Table of Contents:

• General Tikhonov Regularization
• Specific Discrepancies
• Regularization Functionals
• Application to STEM Tomography Reconstruction.