Author | : Barbara Kaltenbacher |
File Size | : 51,9 Mb |
Publisher | : Walter de Gruyter |
Language | : English |
Release Date | : 25 September 2008 |
ISBN | : 9783110208276 |
Pages | : 205 pages |
Iterative Regularization Methods for Nonlinear Ill Posed Problems by Barbara Kaltenbacher Book PDF Summary
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.