A combination technique for optimal control problems constrained by random PDEs

F Nobile, T Vanzan - SIAM/ASA Journal on Uncertainty Quantification, 2024 - SIAM
We present a combination technique based on mixed differences of both spatial
approximations and quadrature formulae for the stochastic variables to solve efficiently a …

Multilevel quadrature formulae for the optimal control of random PDEs

F Nobile, T Vanzan - arXiv preprint arXiv:2407.06678, 2024 - arxiv.org
This manuscript presents a framework for using multilevel quadrature formulae to compute
the solution of optimal control problems constrained by random partial differential equations …

A multigrid solver for PDE-constrained optimization with uncertain inputs

G Ciaramella, F Nobile, T Vanzan - arXiv preprint arXiv:2302.13680, 2023 - arxiv.org
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 …

A multigrid method for PDE-constrained optimization with uncertain inputs

G Ciaramella, F Nobile, T Vanzan - 2023 - infoscience.epfl.ch
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 …

[PDF][PDF] Multilevel Monte Carlo Methods for Robust Optimization of Partial Differential Equations

A Van Barel - 2021 - lirias.kuleuven.be
My interests in mathematics and engineering led me to my master in mathematical
engineering and ultimately to this PhD. The text you are about to read is the result of several …