Convex Optimization by Boyd, Stephen [Hardback]

Description: 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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EAN: 9780521833783

UPC: 9780521833783

ISBN: 9780521833783

MPN: N/A

Item Length: 24.9 cm

Number of Pages: 727 Pages

Language: English

Publication Name: Convex Optimization

Publisher: Cambridge University Press

Publication Year: 2004

Subject: Economics, Engineering & Technology, Computer Science, Mathematics

Item Height: 197 mm

Item Weight: 1680 g

Type: Textbook

Author: Stephen Boyd, Lieven Vandenberghe

Item Width: 253 mm

Format: Hardcover