Heinz Werner Engl,
Martin Hanke,
A. Neubauer
Springer Netherlands
1996e druk, 1996
9780792341574
Regularization of Inverse Problems
Specificaties
Gebonden, 322 blz.
|
Engels
Springer Netherlands |
1996e druk, 1996
ISBN13: 9780792341574
Rubricering
Onderdeel van serie
Mathematics and Its Applications
Levertijd ongeveer 8 werkdagen
Samenvatting
This book is devoted to the mathematical theory of regularization methods and gives an account of the currently available results about regularization methods for linear and 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.
Specificaties
ISBN13:9780792341574
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:322
Uitgever:Springer Netherlands
Druk:1996
Inhoudsopgave
Preface. 1. Introduction: Examples of Inverse Problems. 2. Ill-Posed Linear Operator Equations. 3. Regularization Operators. 4. Continuous Regularization Methods. 5. Tikhonov Regularization. 6. Iterative Regularization Methods. 7. The Conjugate Gradient Method. 8. Regularization with Differential Operators. 9. Numerical Realization. 10. Tikhonov Regularization of Nonlinear Problems. 11. Iterative Methods for Nonlinear Problems. A. Appendix: A.1. Weighted Polynomial Minimization Problems. A.2. Orthogonal Polynomials. A.3. Christoffel Functions. Bibliography. Index.