Variational regularization for systems o
β Huber R
π Library
π
2019
π BestMasters&Springer
π English
β¦ LIBER β¦
π
Variational Regularization for Systems of Inverse Problems: Tikhonov Regularization with Multiple Forward Operators
β Scribed by Richard Huber
- Publisher
- Springer Fachmedien Wiesbaden;Springer Spektrum
- Year
- 2019
- Tongue
- English
- Leaves
- 140
- Series
- BestMasters
- Edition
- 1st ed.
- Category
- Library
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No coin nor oath required. For personal study only.
β¦ Synopsis
Tikhonov regularization is a cornerstone technique in solving inverse problems with applications in countless scientiο¬c ο¬elds. Richard Huber discusses a multi-parameter Tikhonov approach for systems of inverse problems in order to take advantage of their speciο¬c 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.
β¦ Table of Contents
Front Matter ....Pages i-ix
Introduction (Richard Huber)....Pages 1-13
General Tikhonov Regularisation (Richard Huber)....Pages 15-37
Specific Discrepancies (Richard Huber)....Pages 39-61
Regularisation Functionals (Richard Huber)....Pages 63-88
Application to STEM Tomography Reconstruction (Richard Huber)....Pages 89-127
Back Matter ....Pages 129-136
β¦ Subjects
Mathematics; Applications of Mathematics; Analysis; Computational Mathematics and Numerical Analysis
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