Article ID Journal Published Year Pages File Type
4623163 Journal of Mathematical Analysis and Applications 2007 10 Pages PDF
Abstract

We derive a uniform (strong) Law of Large Numbers (LLN) for random set-valued mappings. The result can be viewed as an extension of both, a uniform LLN for random functions and LLN for random sets. We apply the established results to a consistency analysis of stationary points of sample average approximations of nonsmooth stochastic programs.

Related Topics
Physical Sciences and Engineering Mathematics Analysis