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Convex Optimization
monograph
Author(s):
Stephen Boyd
,
Lieven Vandenberghe
Publication date
(Online):
2009
Publisher:
Cambridge University Press
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Book
ISBN:
9780511804441
Publication date (Print):
2004
Publication date (Online):
2009
DOI:
10.1017/CBO9780511804441
SO-VID:
52d465e9-56fa-49c8-9a32-fc94cf4bcafe
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Book chapters
pp. xi
Preface
pp. 1
Introduction
pp. 21
Convex sets
pp. 67
Convex functions
pp. 127
Convex optimization problems
pp. 215
Duality
pp. 291
Approximation and fitting
pp. 351
Statistical estimation
pp. 397
Geometric problems
pp. 457
Unconstrained minimization
pp. 521
Equality constrained minimization
pp. 561
Interior-point methods
pp. 631
Mathematical background
pp. 653
Problems involving two quadratic functions
pp. 661
Numerical linear algebra background
pp. 685
References
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