Iterative Regularization Methods for Nonlinear Ill-Posed Problems
Kaltenbacher, Barbara, Neubauer, Andreas, Scherzer, Otmar
Produktnummer:
18bbf296f2206f4b9ca709a0af67ef7237
| Autor: | Kaltenbacher, Barbara Neubauer, Andreas Scherzer, Otmar |
|---|---|
| Themengebiete: | Inverses Problem Iterationsverfahren Iterative Regularization Nichtlineare Gleichung Nonlinear Ill-Posed Problems Nonlinear Inverse Problems |
| Veröffentlichungsdatum: | 20.05.2008 |
| EAN: | 9783110204209 |
| Auflage: | 1 |
| Sprache: | Englisch |
| Seitenzahl: | 194 |
| Produktart: | Gebunden |
| Verlag: | De Gruyter |
Produktinformationen "Iterative Regularization Methods for Nonlinear Ill-Posed Problems"
Nonlinear inverse problems result from 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.From the contents:Nonlinear Landweber iterationModified Landweber methodsNewton type methodsMultilevel methodsLevel set methodsApplications 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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