2011 | Buch
Convex Analysis and Monotone Operator Theory in Hilbert Spaces
verfasst von: Heinz H. Bauschke, Patrick L. Combettes
Verlag: Springer New York
Buchreihe : CMS Books in Mathematics
2011 | Buch
verfasst von: Heinz H. Bauschke, Patrick L. Combettes
Verlag: Springer New York
Buchreihe : CMS Books in Mathematics
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.