Regularization of inverse problems

Heinz W. Engl, Martin Hanke, and Andreas Neubauer
Kluwer Academic Publishers
9780792341574
0-7923-4157-0

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..

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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.