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Convex Analysis and Monotone Operator Theory in Hilbert Spaces (CMS Books in Mathematics)

Heinz H. Bauschke, Patrick L. Combettes




[PDF.zr67] Convex Analysis and Monotone Operator Theory in Hilbert Spaces (CMS Books in Mathematics)

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 | #2382557 in Books |  2011-05-03 | Original language:English | PDF # 1 |  9.21 x1.06 x6.14l,1.85 | File type: PDF | 468 pages

||0 of 0 people found the following review helpful.| A modern treatment of convex analysis—complete with operator splitting methods|By J. Knigge|Bauschke and Combettes provide a timely addition to the literature on convex analysis and optimization. The first section of the book covers the necessary background topics (Hilbert spaces, basic analysis of convex sets/functions, fixed-point theorems, etc.).

From here,| ||From the reviews:|“This book is devoted to a review of basic results and applications of convex analysis, monotone operator theory, and the theory of nonexpansive mappings in Hilbert spaces. … Each chapter concludes with an exercise section. Bibl

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...

You easily download any file type for your device.Convex Analysis and Monotone Operator Theory in Hilbert Spaces (CMS Books in Mathematics)   |  Heinz H. Bauschke, Patrick L. Combettes. A good, fresh read, highly recommended.

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