paper

First order dependence on uncertainty sets in robust optimization

arXiv:1006.1818

Abstract

We show that a first order problem can approximate solutions of a robust optimization problem when the uncertainty set is scaled, and explore further properties of this first order problem.

25 pages, 3 figures

First order dependence on uncertainty sets in robust optimization · wovepaper