A per-scenario bound for the two-stage stochastic facility location problem with linear penalty

Abstract

In this paper, we consider the two-stage stochastic facility location problem with linear penalty. We develop an LP rounding algorithm with the first per-scenario constant approximation bound 3.0294 for this problem.