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: Optimization Models For Decision MakingOptimization Models For Decision Making
by - Springer
This is a Junior level book on some versatile optimization models for decision making in common use. The aim of this book is to develop skills in mathematical modeling, and in algorithms and computational methods to solve and analyze these models.
(11289 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.
(10778 views)
Book cover: The Design of Approximation AlgorithmsThe Design of Approximation Algorithms
by - Cambridge University Press
This book shows how to design approximation algorithms: efficient algorithms that find provably near-optimal solutions. It is organized around techniques for designing approximation algorithms, including greedy and local search algorithms.
(15925 views)
Book cover: Iterative Methods for OptimizationIterative Methods for Optimization
by - Society for Industrial Mathematics
This book presents a carefully selected group of methods for unconstrained and bound constrained optimization problems and analyzes them in depth both theoretically and algorithmically. It focuses on clarity in algorithmic description and analysis.
(10767 views)