Iterative regularization methods for nonlinear ill-posed problems:
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Berlin
Walter de Gruyter
c2008
|
| Series: | Radon series on computational and applied mathematics
6 |
| Subjects: | |
| Online Access: | FAW01 FAW02 Volltext |
| Item Description: | Includes bibliographical references (p. [183]-192) and index Frontmatter; Contents; 1 Introduction; 2 Nonlinear Landweber iteration; 3 Modified Landweber methods; 4 Newton type methods; 5 Multilevel methods; 6 Level set methods; 7 Applications; 8 Comments; Backmatter 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 |
| Physical Description: | 1 Online-Ressource (viii, 200 p.) |
| ISBN: | 3110204207 311020827X 9783110204209 9783110208276 |
Staff View
MARC
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| 245 | 1 | 0 | |a Iterative regularization methods for nonlinear ill-posed problems |c Barbara Kaltenbacher, Andreas Neubauer, Otmar Scherzer |
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| 500 | |a Includes bibliographical references (p. [183]-192) and index | ||
| 500 | |a Frontmatter; Contents; 1 Introduction; 2 Nonlinear Landweber iteration; 3 Modified Landweber methods; 4 Newton type methods; 5 Multilevel methods; 6 Level set methods; 7 Applications; 8 Comments; Backmatter | ||
| 500 | |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 | ||
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| id | DE-604.BV043165455 |
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| indexdate | 2024-07-10T07:19:30Z |
| institution | BVB |
| isbn | 3110204207 311020827X 9783110204209 9783110208276 |
| language | English |
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| physical | 1 Online-Ressource (viii, 200 p.) |
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| spelling | Kaltenbacher, Barbara Verfasser aut Iterative regularization methods for nonlinear ill-posed problems Barbara Kaltenbacher, Andreas Neubauer, Otmar Scherzer Berlin Walter de Gruyter c2008 1 Online-Ressource (viii, 200 p.) txt rdacontent c rdamedia cr rdacarrier Radon series on computational and applied mathematics 6 Includes bibliographical references (p. [183]-192) and index Frontmatter; Contents; 1 Introduction; 2 Nonlinear Landweber iteration; 3 Modified Landweber methods; 4 Newton type methods; 5 Multilevel methods; 6 Level set methods; 7 Applications; 8 Comments; Backmatter 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 MATHEMATICS / Differential Equations / Partial bisacsh Differential equations, Partial / Improperly posed problems fast Iterative methods (Mathematics) fast Nichtlineares inverses Problem gnd Inkorrekt gestelltes Problem gnd Regularisierungsverfahren gnd Iteration gnd Differential equations, Partial Improperly posed problems Iterative methods (Mathematics) Nichtlineares inverses Problem (DE-588)4453043-2 gnd rswk-swf Regularisierungsverfahren (DE-588)4846428-4 gnd rswk-swf Iteration (DE-588)4123457-1 gnd rswk-swf Inkorrekt gestelltes Problem (DE-588)4186951-5 gnd rswk-swf Nichtlineares inverses Problem (DE-588)4453043-2 s Inkorrekt gestelltes Problem (DE-588)4186951-5 s Regularisierungsverfahren (DE-588)4846428-4 s Iteration (DE-588)4123457-1 s 1\p DE-604 Neubauer, Andreas Sonstige oth Scherzer, Otmar Sonstige oth http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=247541 Aggregator Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Kaltenbacher, Barbara Iterative regularization methods for nonlinear ill-posed problems MATHEMATICS / Differential Equations / Partial bisacsh Differential equations, Partial / Improperly posed problems fast Iterative methods (Mathematics) fast Nichtlineares inverses Problem gnd Inkorrekt gestelltes Problem gnd Regularisierungsverfahren gnd Iteration gnd Differential equations, Partial Improperly posed problems Iterative methods (Mathematics) Nichtlineares inverses Problem (DE-588)4453043-2 gnd Regularisierungsverfahren (DE-588)4846428-4 gnd Iteration (DE-588)4123457-1 gnd Inkorrekt gestelltes Problem (DE-588)4186951-5 gnd |
| subject_GND | (DE-588)4453043-2 (DE-588)4846428-4 (DE-588)4123457-1 (DE-588)4186951-5 |
| title | Iterative regularization methods for nonlinear ill-posed problems |
| title_auth | Iterative regularization methods for nonlinear ill-posed problems |
| title_exact_search | Iterative regularization methods for nonlinear ill-posed problems |
| title_full | Iterative regularization methods for nonlinear ill-posed problems Barbara Kaltenbacher, Andreas Neubauer, Otmar Scherzer |
| title_fullStr | Iterative regularization methods for nonlinear ill-posed problems Barbara Kaltenbacher, Andreas Neubauer, Otmar Scherzer |
| title_full_unstemmed | Iterative regularization methods for nonlinear ill-posed problems Barbara Kaltenbacher, Andreas Neubauer, Otmar Scherzer |
| title_short | Iterative regularization methods for nonlinear ill-posed problems |
| title_sort | iterative regularization methods for nonlinear ill posed problems |
| topic | MATHEMATICS / Differential Equations / Partial bisacsh Differential equations, Partial / Improperly posed problems fast Iterative methods (Mathematics) fast Nichtlineares inverses Problem gnd Inkorrekt gestelltes Problem gnd Regularisierungsverfahren gnd Iteration gnd Differential equations, Partial Improperly posed problems Iterative methods (Mathematics) Nichtlineares inverses Problem (DE-588)4453043-2 gnd Regularisierungsverfahren (DE-588)4846428-4 gnd Iteration (DE-588)4123457-1 gnd Inkorrekt gestelltes Problem (DE-588)4186951-5 gnd |
| topic_facet | MATHEMATICS / Differential Equations / Partial Differential equations, Partial / Improperly posed problems Iterative methods (Mathematics) Nichtlineares inverses Problem Inkorrekt gestelltes Problem Regularisierungsverfahren Iteration Differential equations, Partial Improperly posed problems |
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