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Numerical Methods For The Solution Of Ill-Posed Problems Book

Numerical Methods For The Solution Of Ill-Posed Problems
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  • Numerical Methods For The Solution Of Ill-Posed Problems
  • Written by author A. N. Tikhonov
  • Published by Springer-Verlag New York, LLC, June 1995
  • Many problems in science, technology and engineering are posed in the form of operator equations of the first kind, with the operator and RHS approximately known. But such problems often turn out to be ill-posed, having no solution, or a non-unique soluti
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Preface to the English edition
Introduction1
Ch. 1Regularization methods7
1Statement of the problem. The smoothing functional7
2Choice of the regularization parameter8
3Equivalence of the generalized discrepancy principle and the generalized discrepancy method16
4The generalized discrepancy and its properties19
5Finite-dimensional approximation of ill-posed problems28
6Numerical methods for solving certain problems of linear algebra32
7Equations of convolution type34
8Nonlinear ill-posed problems45
9Incompatible ill-posed problems52
Ch. 2Numerical methods for the approximate solution of ill-posed problems on compact sets65
1Approximate solution of ill-posed problems on compact sets66
2Some theorems regarding uniform approximation to the exact solution of ill-posed problems67
3Some theorems about convex polyhedra in R[superscript n]70
4The solution of ill-posed problems on sets of convex functions75
5Uniform convergence of approximate solutions of bounded variation76


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