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Iterative Methods for Approximate Solution of Inverse Problems: 577 (Mathematics and Its Applications, 577) - Softcover
Synopsis
This volume presents a novel approach to constructing and studying iterative methods for approximate solution of nonlinear inverse problems. It gives a rigorous theoretical analysis of the methods applied, and contains the authors' recent results as well as a comprehensive comparison of related results obtained by leading mathematicians. The approach taken does not require any structural conditions on equations under consideration, except for standard smoothness conditions, and the book can be read by anyone with a basic knowledge of functional analysis.
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Iterative Methods for Approximate Solution of Inverse Problems This volume presents a unified approach to constructing iterative methods for solving irregular operator equations and provides rigorous theoretical analysis for several classes of these methods. The analysis of methods includes convergence theorems as well as necessary and sufficient conditions for their convergence at a given rate. The principal groups of methods studied in the book are iterative processes based on the technique of universal linear approximations, stable gradient-type processes, and methods of stable continuous approximations. Compared to existing monographs and textbooks on ill-posed problems, the main distinguishing feature of the presen...
Review
From the reviews of the first edition:
"This book gives an overview on iterative regularization techniques for the solution of nonlinear inverse problems. Bakushinsky has made significant contributions to this area for some time, and many of these important results are collected in this book. The methods are analyzed on a sound mathematical functional analytical basis." (Otmar Scherzer, Mathematical Reviews, Issue 2006 e)
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- PublisherSpringer
- Publication date2010
- ISBN 10 9048167981
- ISBN 13 9789048167982
- BindingPaperback
- LanguageEnglish
- Number of pages306
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Iterative Methods for Approximate Solution of Inverse Problems
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Springer Netherlands Dez 2010, 2010
ISBN 10: 9048167981
ISBN 13: 9789048167982
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This volume presents a unified approach to constructing iterative methods for solving irregular operator equations and provides rigorous theoretical analysis for several classes of these methods. The analysis of methods includes convergence theorems as well as necessary and sufficient conditions for their convergence at a given rate. The principal groups of methods studied in the book are iterative processes based on the technique of universal linear approximations, stable gradient-type processes, and methods of stable continuous approximations. Compared to existing monographs and textbooks on ill-posed problems, the main distinguishing feature of the presented approach is that it doesn't require any structural conditions on equations under consideration, except for standard smoothness conditions. This allows to obtain in a uniform style stable iterative methods applicable to wide classes of nonlinear inverse problems. Practical efficiency of suggested algorithms is illustrated in application to inverse problems of potential theory and acoustic scattering. The volume can be read by anyone with a basic knowledge of functional analysis.The book will be of interest to applied mathematicians and specialists in mathematical modeling and inverse problems. 308 pp. Englisch. Seller Inventory # 9789048167982
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Iterative Methods for Approximate Solution of Inverse Problems
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This volume presents a unified approach to constructing iterative methods for solving irregular operator equations and provides rigorous theoretical analysis for several classes of these methods. The analysis of methods includes convergence theorems as well as necessary and sufficient conditions for their convergence at a given rate. The principal groups of methods studied in the book are iterative processes based on the technique of universal linear approximations, stable gradient-type processes, and methods of stable continuous approximations. Compared to existing monographs and textbooks on ill-posed problems, the main distinguishing feature of the presented approach is that it doesn't require any structural conditions on equations under consideration, except for standard smoothness conditions. This allows to obtain in a uniform style stable iterative methods applicable to wide classes of nonlinear inverse problems. Practical efficiency of suggested algorithms is illustrated in application to inverse problems of potential theory and acoustic scattering. The volume can be read by anyone with a basic knowledge of functional analysis.The book will be of interest to applied mathematicians and specialists in mathematical modeling and inverse problems. Seller Inventory # 9789048167982
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents a novel approach to constructing and studying iterative methods for approximate solution of nonlinear inverse problemsGives rigorous theoretical analysis of the methodsContains authors recent results as well as a comprehensive com. Seller Inventory # 5820648
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Iterative Methods for Approximate Solution of Inverse Problems (Mathematics and Its Applications)
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Iterative Methods for Approximate Solution of Inverse Problems
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Springer Netherlands, Springer Netherlands Dez 2010, 2010
ISBN 10: 9048167981
ISBN 13: 9789048167982
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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -This volume presents a unified approach to constructing iterative methods for solving irregular operator equations and provides rigorous theoretical analysis for several classes of these methods. The analysis of methods includes convergence theorems as well as necessary and sufficient conditions for their convergence at a given rate. The principal groups of methods studied in the book are iterative processes based on the technique of universal linear approximations, stable gradient-type processes, and methods of stable continuous approximations. Compared to existing monographs and textbooks on ill-posed problems, the main distinguishing feature of the presented approach is that it doesn¿t require any structural conditions on equations under consideration, except for standard smoothness conditions. This allows to obtain in a uniform style stable iterative methods applicable to wide classes of nonlinear inverse problems. Practical efficiency of suggested algorithms is illustrated in application to inverse problems of potential theory and acoustic scattering. The volume can be read by anyone with a basic knowledge of functional analysis. The book will be of interest to applied mathematicians and specialists in mathematical modeling and inverse problems.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 308 pp. Englisch. Seller Inventory # 9789048167982
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