Variational Source Conditions, Quadratic Inverse Problems, Sparsity Promoting Regularization
New Results in Modern Theory of Inverse Problems and an Application in Laser Optics
1st Edition
Published on 8. September 2018
XI, 182 pages
978-3-319-95264-2 (ISBN)
Description
The book collects and contributes new results on the theory and practice of ill-posed inverse problems. Different notions of ill-posedness in Banach spaces for linear and nonlinear inverse problems are discussed not only in standard settings but also in situations up to now not covered by the literature. Especially, ill-posedness of linear operators with uncomplemented null spaces is examined.Tools for convergence rate analysis of regularization methods are extended to a wider field of applicability. It is shown that the tool known as variational source condition always yields convergence rate results. A theory for nonlinear inverse problems with quadratic structure is developed as well as corresponding regularization methods. The new methods are applied to a difficult inverse problem from laser optics.Sparsity promoting regularization is examined in detail from a Banach space point of view. Extensive convergence analysis reveals new insights into the behavior of Tikhonov-type regularization with sparsity enforcing penalty.
Reviews / Votes
"The book presents a nice summary of many interesting recent results on Tikhonov regularization for ill-posed and inverse problems . . The book . contains various interesting refinements and improvements. It is written in a very clear style, the material is well organized, and there is an extensive bibliography with useful comments on the most relevant literature. Hence, it is a very welcome addition to the modern standard references on ill-posed and inverse problems." (Bangti Jin, zbMATH 1530.65007, 2024)
More details
Series
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Product notice
Reflowable
Illustrations
XI, 182 p. 35 illus.
File size
3,90 MB
ISBN-13
978-3-319-95264-2 (9783319952642)
DOI
10.1007/978-3-319-95264-2
Schweitzer Classification
Other editions
Additional editions
Jens Flemming
Variational Source Conditions, Quadratic Inverse Problems, Sparsity Promoting Regularization
New Results in Modern Theory of Inverse Problems and an Application in Laser Optics
Book
11/2018
Birkhäuser
€58.84
Shipment within 10-15 days
Content
Inverse problems, ill-posedness, regularization.- Variational source conditions yield convergence rates.- Existence of variational source conditions.- What are quadratic inverse problems?.- Tikhonov regularization.- Regularization by decomposition.- Variational source conditions.- Aren't all questions answered?.- Sparsity and 1-regularization.- Ill-posedness in the l1-setting.- Convergence rates.
