This book is devoted to the mathematical theory of
regularization methods and gives an account of the currently
available results about regularization methods for linear and
nonlinear ill-posed problems. Both continuous and iterative
regularization methods are considered in detail with special
emphasis on the development of parameter choice and stopping rules
which lead to optimal convergence rates.
General
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