Iterative Regularization Methods for Nonlinear Ill-posed Problems.
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 a...
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Full text (MCPHS users only) |
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| Main Author: | |
| Other Authors: | , |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Berlin :
Walter de Gruyter,
2008
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| Series: | Radon Series on Computational and Applied Mathematics, v. 6.
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| Subjects: | |
| Local Note: | ProQuest Ebook Central |
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| 100 | 1 | |a Kaltenbacher, Barbara. | |
| 245 | 1 | 0 | |a Iterative Regularization Methods for Nonlinear Ill-posed Problems. |
| 260 | |a Berlin : |b Walter de Gruyter, |c 2008. | ||
| 300 | |a 1 online resource (204 pages) | ||
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| 490 | 1 | |a Radon Series on Computational and Applied Mathematics, v. 6 | |
| 505 | 0 | 0 | |t Frontmatter -- |t Contents -- |t 1 Introduction -- |t 2 Nonlinear Landweber iteration -- |t 3 Modified Landweber methods -- |t 4 Newton type methods -- |t 5 Multilevel methods -- |t 6 Level set methods -- |t 7 Applications -- |t 8 Comments -- |t Backmatter. |
| 520 | |a 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. | ||
| 588 | 0 | |a Print version record. | |
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 650 | 0 | |a Differential equations, Partial |x Improperly posed problems. | |
| 650 | 0 | |a Iterative methods (Mathematics) | |
| 700 | 1 | |a Neubauer, Andreas. | |
| 700 | 1 | |a Scherzer, Otmar. | |
| 776 | 1 | |z 9783110204209 | |
| 830 | 0 | |a Radon Series on Computational and Applied Mathematics, v. 6. | |
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