Convex Analysis and Nonlinear Optimization

Convex Analysis and Nonlinear Optimization
Author: Jonathan Borwein
Publisher: Springer Science & Business Media
Total Pages: 316
Release: 2010-05-05
Genre: Mathematics
ISBN: 0387312560

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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.


Convex Analysis and Nonlinear Optimization
Language: en
Pages: 316
Authors: Jonathan Borwein
Categories: Mathematics
Type: BOOK - Published: 2010-05-05 - Publisher: Springer Science & Business Media

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Optimization is a rich and thriving mathematical discipline, and the underlying theory of current computational optimization techniques grows ever more sophisti
Convex Analysis and Nonlinear Optimization
Language: en
Pages: 281
Authors: Jonathan M. Borwein
Categories: Mathematics
Type: BOOK - Published: 2013-06-29 - Publisher: Springer Science & Business Media

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This book provides a concise, accessible account of convex analysis and its applications and extensions, for a broad audience. It can serve as a teaching text,
Convex Analysis and Optimization
Language: en
Pages: 560
Authors: Dimitri Bertsekas
Categories: Mathematics
Type: BOOK - Published: 2003-03-01 - Publisher: Athena Scientific

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A uniquely pedagogical, insightful, and rigorous treatment of the analytical/geometrical foundations of optimization. The book provides a comprehensive developm
Convex Optimization
Language: en
Pages: 744
Authors: Stephen P. Boyd
Categories: Business & Economics
Type: BOOK - Published: 2004-03-08 - Publisher: Cambridge University Press

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Convex optimization problems arise frequently in many different fields. This book provides a comprehensive introduction to the subject, and shows in detail how
Convex Optimization Theory
Language: en
Pages: 256
Authors: Dimitri Bertsekas
Categories: Mathematics
Type: BOOK - Published: 2009-06-01 - Publisher: Athena Scientific

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An insightful, concise, and rigorous treatment of the basic theory of convex sets and functions in finite dimensions, and the analytical/geometrical foundations