- Understand the difference between well- and ill-posed problems
- Deal with different regularization methods for linear and ill-posed problems
- Understand and check necessary conditions to obtain convergence rates for regularization methods
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Examples of inverse problems, ill-posed linear operator equations, regularization operators, continuous regularization methods, Tikhonov regularization, iterative regularization methods, conjugate gradient method, Tikhonov regularization of nonlinear problems, nonlinear iterative regularization methods
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