Regularization of Inverse Problems by A. Neubauer, Martin Hanke, Heinz Werner Engl (Hardcover, 1996)

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Product Information

Driven by the needs of applications both in sciences and in industry, the field of inverse problems has become a growing area in applied mathematics. This book starts with an overview over some classes of inverse problems of practical interest. Inverse problems typically lead to mathematical models that are ill-posed in the sense of Hadamard. Especially, their solution is unstable under data perturbations, so that special numerical methods that can cope with these instabilities, so-called regularization methods, have to be developed. This book is devoted to the mathematical theory of regularization methods and is intended to give an up-to-date account of the currently available results about regularization methods both for linear and for nonlinear ill-posed problems. Both continuous and iterative regularization methods are considered in detail with special emphasis on the development of parameter choice and stopping rules which lead to optimal convergence rates.

Product Identifiers

PublisherSpringer
ISBN-139780792341574
eBay Product ID (ePID)92094041

Product Key Features

Number of Pages322 Pages
Publication NameRegularization of Inverse Problems
LanguageEnglish
SubjectEngineering & Technology, Chemistry, Mathematics
Publication Year1996
TypeTextbook
AuthorA. Neubauer, Martin Hanke, Heinz Werner Engl
SeriesMathematics and Its Applications
FormatHardcover

Dimensions

Item Height234 mm
Item Weight1430 g
Item Width156 mm
Volume375

Additional Product Features

Country/Region of ManufactureNetherlands
Title_AuthorA. Neubauer, Heinz Werner Engl, Martin Hanke

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