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Convex Analysis and Nonlinear Optimization

Theory and Examples

Jonathan Borwein, Adrian S. Lewis

PDF
ca. 64,15

Springer New York img Link Publisher

Naturwissenschaften, Medizin, Informatik, Technik / Analysis

Beschreibung

Optimization is a rich and thriving mathematical discipline, and the underlying theory of current computational optimization techniques grows ever more sophisticated. This book aims to provide a concise, accessible account of convex analysis and its applications and extensions, for a broad audience. Each section concludes with an often extensive set of optional exercises. This new edition adds material on semismooth optimization, as well as several new proofs.

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Schlagwörter

linear optimization, calculus, optimization, convex analysis, nonlinear optimization, Mathematica