A Practical Guide to Robust Optimization

Small book cover: A Practical Guide to Robust Optimization

A Practical Guide to Robust Optimization

Publisher: arXiv
Number of pages: 29

The aim of this paper is to help practitioners to understand robust optimization and to successfully apply it in practice. We provide a brief introduction to robust optimization, and also describe important do's and don'ts for using it in practice. We use many small examples to illustrate our discussions.

Home page url

Download or read it online for free here:
Download link
(700KB, PDF)

Similar books

Book cover: Optimal Stopping and ApplicationsOptimal Stopping and Applications
by - UCLA
From the table of contents: Stopping Rule Problems; Finite Horizon Problems; The Existence of Optimal Rules; Applications. Markov Models; Monotone Stopping Rule Problems; Maximizing the Rate of Return; Bandit Problems; Solutions to the Exercises.
Book cover: Optimization and Dynamical SystemsOptimization and Dynamical Systems
by - Springer
Aimed at mathematics and engineering graduate students and researchers in the areas of optimization, dynamical systems, control systems, signal processing, and linear algebra. The problems solved are those of linear algebra and linear systems theory.
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.
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.