Jonathan Borwein,
Adrian S. Lewis
Convex Analysis and Nonlinear Optimization
Theory and Examples
Paperback Engels 2010 2e druk 9781441921277
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
Optimization is a rich and thriving mathematical discipline. The theory underlying current computational optimization techniques grows ever more sophisticated. The powerful and elegant language of convex analysis unifies much of this theory. The aim of this book is to provide a concise, accessible account of convex analysis and its applications and extensions, for a broad audience. It can serve as a teaching text, at roughly the level of first year graduate students. While the main body of the text is self-contained, each section concludes with an often extensive set of optional exercises. The new edition adds material on semismooth optimization, as well as several new proofs that will make this book even more self-contained.
Specificaties
ISBN13:9781441921277
Taal:Engels
Bindwijze:paperback
Aantal pagina's:310
Uitgever:Springer New York
Druk:2
Serie:CMS Books in Mathematics
Lezersrecensies
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Inhoudsopgave
Background.- Inequality Constraints.- Fenchel Duality.- Convex Analysis.- Special Cases.- Nonsmooth Optimization.- Karush—Kuhn—Tucker Theory.- Fixed Points.- More Nonsmooth Structure.- Postscript: Infinite Versus Finite Dimensions.- List of Results and Notation.
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