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Iterative regularization methods for nonlinear ill-posed problems

Name: Iterative regularization methods for nonlinear ill-posed problems
ISBN: 9783110208276

Kaltenbacher, Barbara

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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 specialÂ 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.

Kategorien:

Mathematics

Jahr:

2008

Auflage:

Verlag:

Walter de Gruyter

Sprache:

english

Seiten:

200

ISBN 10: