28 citations · 31 across the 16 of their papers we have counts for
4 papers · 1 filter
Interior-point proximal methods for nonsmooth optimization in Hilbert spaces with cone-ordered constraints
Behzad Azmi, Alberto De Marchi
We study an inexact interior-point method for nonsmooth, possibly nonconvex optimization in a Hilbert space with inequality constraints ordered by a cone in a Banach lattice, with…
Finite-Dimensional Feedback Stabilization of Nonautonomous Stochastic Parabolic Equations
Behzad Azmi, Jonas von der Heydt, Sergio Rodrigues
We investigate finite-dimensional feedback stabilization for nonlinear nonautonomous stochastic parabolic equations driven by -Wiener, covering both additive and multiplicative…
Hessian-augmented Supervised Learning for Hamilton-Jacobi-Bellman PDEs
Matías Gómez-Aedo, Behzad Azmi, Yuyang Huang +2
A data-driven method is developed for approximating value functions in deterministic optimal control problems with nonlinear control-affine dynamics. The Pontryagin Maximum Princip…
Finite-Dimensional MOR-Based RHC for Steering 2D Navier-Stokes Equations to Desired Trajectories
Behzad Azmi, Stefan Frei, Felix Sauer
This paper investigates the local exponential stabilization of the two-dimensional Navier--Stokes equations to a given reference trajectory by means of receding horizon control (RH…