Logo

Convex Optimization by Stephen Boyd, Lieven Vandenberghe

Large book cover: Convex Optimization

Convex Optimization
by

Publisher: Cambridge University Press
ISBN/ASIN: 0521833787
ISBN-13: 9780521833783
Number of pages: 730

Description:
Convex optimization problems arise frequently in many different fields. A comprehensive introduction to the subject, this book shows in detail how such problems can be solved numerically with great efficiency. The focus is on recognizing convex optimization problems and then finding the most appropriate technique for solving them. The text 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.

Home page url

Download or read it online for free here:
Download link
(5.5MB, PDF)

Similar books

Book cover: Universal Optimization and Its ApplicationUniversal Optimization and Its Application
by - viXra.org
This book describes new method of optimization (''Method of Deformation of Functional'') that has the advantages at greater generality and flexibility as well as the ability to solve complex problems which other methods cannot solve.
(6106 views)
Book cover: An Introduction to Nonlinear Optimization TheoryAn Introduction to Nonlinear Optimization Theory
by - De Gruyter Open
Starting with the case of differentiable data and the classical results on constrained optimization problems, continuing with the topic of nonsmooth objects involved in optimization, the book concentrates on both theoretical and practical aspects.
(7885 views)
Book cover: Lectures on Optimization: Theory and AlgorithmsLectures on Optimization: Theory and Algorithms
by - Tata Institute of Fundamental Research
Contents: Differential Calculus in Normed Linear Spaces; Minimization of Functionals; Minimization Without Constraints; Minimization with Constraints; Duality and Its Applications; Elements of the Theory of Control and Elements of Optimal Design.
(11145 views)
Book cover: Convex Optimization: Algorithms and ComplexityConvex Optimization: Algorithms and Complexity
by - arXiv.org
This text presents the main complexity theorems in convex optimization and their algorithms. Starting from the fundamental theory of black-box optimization, the material progresses towards recent advances in structural and stochastic optimization.
(6676 views)