Taylor approximation and variance reduction for PDE-constrained optimal control under uncertainty

Peng Chen, Umberto Villa, Omar Ghattas

In this work we develop a scalable computational framework for the solution of PDE-constrained optimal control under high-dimensional uncertainty. Specifically, we consider a mean-…