Iterative Methods for Approximate Solution of Inverse Problems (Mathematics and

A.B. Bakushinsky, M.Yu. Kokurin, "Iterative Methods for Approximate Solution of Inverse Problems (Mathematics and Its Applications)"
Springer; 1 edition (April 29, 2005) | ISBN:1402031211 | 291 pages | PDF | 1,6 M

This volume presents a unified approach to constructing iterative methods for solving irregular operator equations and provides rigorous theoretical analysis for several classes of these methods. The analysis of methods includes convergence theorems as well as necessary and sufficient conditions for their convergence at a given rate. The principal groups of methods studied in the book are iterative processes based on the technique of universal linear approximations, stable gradient-type processes, and methods of stable continuous approximations. Compared to existing monographs and textbooks on ill-posed problems, the main distinguishing feature of the presented approach is that it doesna

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