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Preface to the English edition | ||
Introduction | 1 | |
Ch. 1 | Regularization methods | 7 |
1 | Statement of the problem. The smoothing functional | 7 |
2 | Choice of the regularization parameter | 8 |
3 | Equivalence of the generalized discrepancy principle and the generalized discrepancy method | 16 |
4 | The generalized discrepancy and its properties | 19 |
5 | Finite-dimensional approximation of ill-posed problems | 28 |
6 | Numerical methods for solving certain problems of linear algebra | 32 |
7 | Equations of convolution type | 34 |
8 | Nonlinear ill-posed problems | 45 |
9 | Incompatible ill-posed problems | 52 |
Ch. 2 | Numerical methods for the approximate solution of ill-posed problems on compact sets | 65 |
1 | Approximate solution of ill-posed problems on compact sets | 66 |
2 | Some theorems regarding uniform approximation to the exact solution of ill-posed problems | 67 |
3 | Some theorems about convex polyhedra in R[superscript n] | 70 |
4 | The solution of ill-posed problems on sets of convex functions | 75 |
5 | Uniform convergence of approximate solutions of bounded variation | 76 |
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