Computational Methods for Inverse Problems


This book has been published by SIAM in their 
Frontiers in Applied Mathematics Series, 
Number 23, in June, 2002. 
Click here to order the book.

If you have constructive comments or corrections, 
please contact me at

vogel (at) math.montana.edu 



  • Table of Contents.
Download Postscript File
Download PDF File

    • 


  • Preface.
Download Postscript File
Download PDF File
    • 



  • Chapter 1. Introduction.
Link to MATLAB codes
    • 
Solutions to exercises in ps format
Solutions to exercises in pdf format



  • Chapter 2. Analytical Tools.

    • 


  • Chapter 3. Numerical Optimization Tools.

    • 


  • Chapter 4. Statistical Estimation Theory.

    • 


  • Chapter 5. Image Deblurring.
Link to MATLAB codes
    • 



  • Chapter 6. Parameter Identification.
Link to MATLAB codes
    • 



  • Chapter 7. Regularization Parameter Selection Methods.
Link to MATLAB codes
    • 



  • Chapter 8. Total Variation Regularization.
Link to MATLAB codes
    • 



  • Chapter 9. Nonnegativity Constraints.
Link to MATLAB codes
    • 



  • Index.
Download Postscript File
Download PDF File
    • 



  • List of Corrections to First Printing
Download Postscript File
Download PDF File
    •