Regularization of Inverse Problems

Name: Regularization of Inverse Problems
SKU: 2437393
Price: 475.00 NZD
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Hardback

Series:

Mathematics and its Applications

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Description

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.

Release date NZ

July 31st, 1996

Author

Audiences

Postgraduate, Research & Scholarly
Professional & Vocational
Undergraduate

Illustrations

VIII, 322 p.

Pages

322

Series

Mathematics and its Applications

Dimensions

156x234x19

ISBN-13

9780792341574

Product ID

2437393

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