Convex Optimization

Name: Convex Optimization
Availability: InStock
ISBN: 9780521833783

ISBN-10: 0521833787

ISBN-13: 9780521833783

Edition: 2004

Authors: Stephen Boyd, Lieven Vandenberghe

List price: $105.00

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Description:

Convex optimization problems arise frequently in many different fields. A comprehensive introduction to the subject, this book shows in detail how such problems can be solved numerically with great efficiency. The focus is on recognizing convex optimization problems and then finding the most appropriate technique for solving them. The text contains many worked examples and homework exercises and will appeal to students, researchers and practitioners in fields such as engineering, computer science, mathematics, statistics, finance, and economics.

Book details

List price: $105.00
Copyright year: 2004
Publisher: Cambridge University Press
Publication date: 3/8/2004
Binding: Hardcover
Pages: 727
Size: 7.76" wide x 10.00" long x 1.57" tall
Weight: 3.894
Language: English



Preface



Introduction



Theory



Convex sets



Convex functions



Convex optimization problems



Duality



Applications



Approximation and fitting



Statistical estimation



Geometrical problems



Algorithms



Unconstrained minimization



Equality constrained minimization



Interior-point methods


Appendices