[PDF] Iterative Regularization Methods for Nonlinear Ill-Posed Problems (Radon Series on Computational and Applied Mathematics)

ISBN: 3110204207

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Posted on 2017-10-27, by luongquocchinh.

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Author: Kaltenbacher | Publisher: Walter de Gruyter | Category: Mathematics | Language: English | Page: 196 | ISBN: 3110204207 | ISBN13: 9783110204209 |

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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