
Iterative Regularization Methods for Nonlinear Ill-posed Problems: 6
Author(s): Barbara Kaltenbacher (Author), Andreas Neubauer (Author), Otmar Scherzer (Author)
- Publisher: De Gruyter
- Publication Date: 1 May 2008
- Language: English
- Print length: 202 pages
- ISBN-10: 3110204207
- ISBN-13: 9783110204209
Book Description
Nonlinear inverse problems appear in many applications, and typically they lead to mathematical models that are ill-posed, i.e., they are unstable under data perturbations. Those problems require a regularization, i.e., a special numerical treatment. This book presents regularization schemes which are based on iteration methods, e.g., nonlinear Landweber iteration, level set methods, multilevel methods and Newton type methods.
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