Iterative Regularization Methods for Nonlinear Ill-Posed Problems

von Barbara Kaltenbacher, Andreas Neubauer, Otmar Scherzer

194 Seiten, Hardcover

Kurzbeschreibung des Verlags

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 iteration
• Modified Landweber methods
• Newton type methods
• Multilevel methods
• Level set methods
• Applications

• Reihe: Radon Series on Computational and Applied Mathematics
• ISBN: 9783110204209
• Sprache: Englisch
• Erscheinungsdatum: 20.05.2008
• Genre: Mathematik/Allgemeines, Lexika
• Verlag: De Gruyter