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Convex Optimization

Language EnglishEnglish
Book Hardback
Book Convex Optimization Stephen Boyd
Libristo code: 04399225
Publishers Cambridge University Press, March 2004
Convex optimization problems arise frequently in many different fields. This book provides a compreh... Full description
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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 such problems can be solved numerically with great efficiency. The book begins with the basic elements of convex sets and functions, and then describes various classes of convex optimization problems. Duality and approximation techniques are then covered, as are statistical estimation techniques. Various geometrical problems are then presented, and there is detailed discussion of unconstrained and constrained minimization problems, and interior-point methods. The focus of the book is on recognizing convex optimization problems and then finding the most appropriate technique for solving them. It 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.

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About the book

Full name Convex Optimization
Author Stephen Boyd
Language English
Binding Book - Hardback
Date of issue 2004
Number of pages 727
EAN 9780521833783
ISBN 0521833787
Libristo code 04399225
Weight 1694
Dimensions 193 x 250 x 38
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