Convex Analysis and Monotone Operator Theory in Hilbert Spaces
Author | : Heinz H. Bauschke |
Publisher | : Springer Science & Business Media |
Total Pages | : 470 |
Release | : 2011-04-19 |
ISBN-10 | : 9781441994677 |
ISBN-13 | : 144199467X |
Rating | : 4/5 (67X Downloads) |
Download or read book Convex Analysis and Monotone Operator Theory in Hilbert Spaces written by Heinz H. Bauschke and published by Springer Science & Business Media. This book was released on 2011-04-19 with total page 470 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a largely self-contained account of the main results of convex analysis and optimization in Hilbert space. A concise exposition of related constructive fixed point theory is presented, that allows for a wide range of algorithms to construct solutions to problems in optimization, equilibrium theory, monotone inclusions, variational inequalities, best approximation theory, and convex feasibility. The book is accessible to a broad audience, and reaches out in particular to applied scientists and engineers, to whom these tools have become indispensable.