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The book is of interest to graduate students in functional analysis, numerical analysis, and ill-posed and inverse problems especially. The book presents a general method for solving operator equations, especially non-linear and ill-posed. It requires a fairly modest background and is essentially self-contained. All the results are proved in the book, and some of the background material is also included. The results presented are mostly obtained by the author. It contains a systematic development of a novel general method, the dynamical systems method, DSM for solving operator equations, especially non-linear and ill-posed. It is suitable for wide audience and can be used for various courses for graduate students and partly for undergraduates (especially for RUE classes).