Convex Optimization

Nonfiction, Science & Nature, Mathematics, Linear Programming, Technology
Cover of the book Convex Optimization by Stephen Boyd, Lieven Vandenberghe, Cambridge University Press
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Stephen Boyd, Lieven Vandenberghe ISBN: 9781107385924
Publisher: Cambridge University Press Publication: March 8, 2004
Imprint: Cambridge University Press Language: English
Author: Stephen Boyd, Lieven Vandenberghe
ISBN: 9781107385924
Publisher: Cambridge University Press
Publication: March 8, 2004
Imprint: Cambridge University Press
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Cambridge University Press

Cover of the book Introduction to Biomedical Instrumentation by Stephen Boyd, Lieven Vandenberghe
Cover of the book Origins and Evolution of Life by Stephen Boyd, Lieven Vandenberghe
Cover of the book Disorders of Hemoglobin by Stephen Boyd, Lieven Vandenberghe
Cover of the book Thucydides by Stephen Boyd, Lieven Vandenberghe
Cover of the book Middle English Mouths by Stephen Boyd, Lieven Vandenberghe
Cover of the book Moral Passion and Christian Ethics by Stephen Boyd, Lieven Vandenberghe
Cover of the book Modelling Perception with Artificial Neural Networks by Stephen Boyd, Lieven Vandenberghe
Cover of the book Political Parties in Africa by Stephen Boyd, Lieven Vandenberghe
Cover of the book The Cambridge Companion to Moliere by Stephen Boyd, Lieven Vandenberghe
Cover of the book The Cambridge Companion to Toni Morrison by Stephen Boyd, Lieven Vandenberghe
Cover of the book Atmospheric Evolution on Inhabited and Lifeless Worlds by Stephen Boyd, Lieven Vandenberghe
Cover of the book The Cambridge Companion to English Literature, 1500–1600 by Stephen Boyd, Lieven Vandenberghe
Cover of the book Prospects in International Investment Law and Policy by Stephen Boyd, Lieven Vandenberghe
Cover of the book Global Change and Future Earth by Stephen Boyd, Lieven Vandenberghe
Cover of the book The New Pynchon Studies by Stephen Boyd, Lieven Vandenberghe
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy