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Regularization by projection in variable Hilbert scales

We introduce and analyze projection schemes for solving ill-posed linear operator equations in Hilbert space. Control parameters are shown to yield convergence. Emphasis is on their approximation theoretic content. For smoothness given in terms of general source conditions we establish convergence rates, shown to be optimal in some cases. The study is accomplished with a discussion on condition numbers.