This manuscript presents a framework for using multilevel quadrature formulae to compute
the solution of optimal control problems constrained by random partial differential equations …

We present a multigrid algorithm to solve efficiently the large saddle-point systems of
equations that typically arise in PDE-constrained optimization under uncertainty. The …