Logo

Convex Optimization: Algorithms and Complexity

Large book cover: Convex Optimization: Algorithms and Complexity

Convex Optimization: Algorithms and Complexity
by

Publisher: arXiv.org
Number of pages: 130

Description:
This monograph presents the main complexity theorems in convex optimization and their corresponding algorithms. Starting from the fundamental theory of black-box optimization, the material progresses towards recent advances in structural optimization and stochastic optimization.

Home page url

Download or read it online for free here:
Download link
(1.1MB, PDF)

Similar books

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.
(2218 views)
Book cover: Optimization Algorithms: Methods and ApplicationsOptimization Algorithms: Methods and Applications
by - InTech
This book covers state-of-the-art optimization methods and their applications in wide range especially for researchers and practitioners who wish to improve their knowledge in this field. It covers applications in engineering and various other areas.
(2732 views)
Book cover: Optimization Algorithms on Matrix ManifoldsOptimization Algorithms on Matrix Manifolds
by - Princeton University Press
Many science and engineering problems can be rephrased as optimization problems on matrix search spaces endowed with a manifold structure. This book shows how to exploit the structure of such problems to develop efficient numerical algorithms.
(12021 views)
Book cover: Applied Mathematical ProgrammingApplied Mathematical Programming
by - Addison-Wesley
This book shows you how to model a wide array of problems. Covered are topics such as linear programming, duality theory, sensitivity analysis, network/dynamic programming, integer programming, non-linear programming, and my favorite, etc.
(9791 views)