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Type: BOOK - Published: 2021-10-07 - Publisher: Cambridge University Press
In the last few years, Algorithms for Convex Optimization have revolutionized algorithm design, both for discrete and continuous optimization problems. For prob
Language: en
Pages: 576
Pages: 576
Type: BOOK - Published: 2015-02-01 - Publisher: Athena Scientific
This book provides a comprehensive and accessible presentation of algorithms for solving convex optimization problems. It relies on rigorous mathematical analys
Language: en
Pages: 256
Pages: 256
Type: BOOK - Published: 2009-06-01 - Publisher: Athena Scientific
An insightful, concise, and rigorous treatment of the basic theory of convex sets and functions in finite dimensions, and the analytical/geometrical foundations
Language: en
Pages: 142
Pages: 142
Type: BOOK - Published: 2015-11-12 - Publisher: Foundations and Trends (R) in Machine Learning
This monograph presents the main complexity theorems in convex optimization and their corresponding algorithms. It begins with the fundamental theory of black-b
Language: en
Pages: 744
Pages: 744
Type: BOOK - Published: 2004-03-08 - Publisher: Cambridge University Press
Convex optimization problems arise frequently in many different fields. This book provides a comprehensive introduction to the subject, and shows in detail how