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Numerical methods for inverse problems /

Bibliographic Details
Call Number:Libro Electrónico
Main Author: Kern, Michel (Author)
Format: Electronic eBook
Language:Inglés
Published: London : Hoboken, NJ : ISTE, Ltd. ; John Wiley & Sons, 2016.
Series:Mathematics and statistics series (ISTE)
Subjects:
Online Access:Texto completo
Table of Contents:
  • Introduction and Examples. Overview of Inverse Problems / Michel Kern
  • Examples of Inverse Problems / Michel Kern
  • Linear Inverse Problems. Integral Operators and Integral Equations / Michel Kern
  • Linear Least Squares Problems : Singular Value Decomposition / Michel Kern
  • Regularization of Linear Inverse Problems / Michel Kern
  • Nonlinear Inverse Problems. Nonlinear Inverse Problems : Generalities / Michel Kern
  • Some Parameter Estimation Examples / Michel Kern
  • Further Information / Michel Kern
  • Appendices. Appendix 1: Numerical Methods for Least Squares Problems
  • Appendix 2: Optimization Refreshers
  • Appendix 3: Some Results from Functional Analysis.