5 citations · 5 across the 2 of their papers we have counts for
4 papers
A tree structure algorithm for optimal control problems with state constraints
Alessandro Alla, Maurizio Falcone, Luca Saluzzi
We present a tree structure algorithm for optimal control problems with state constraints. We prove a convergence result for a discrete time approximation of the value function bas…
A HJB-POD approach for the control of nonlinear PDEs on a tree structure
Alessandro Alla, Luca Saluzzi
The Dynamic Programming approach allows to compute a feedback control for nonlinear problems, but suffers from the curse of dimensionality. The computation of the control relies on…
Understanding Mass Transfer Directions via Data-Driven Models with Application to Mobile Phone Data
Alessandro Alla, Caterina Balzotti, Maya Briani +1
The aim of this paper is to solve an inverse problem which regards a mass moving in a bounded domain. We assume that the mass moves following an unknown velocity field and that the…
Model order reduction approaches for infinite horizon optimal control problems via the HJB equation
Alessandro Alla, Andreas Schmidt, Bernard Haasdonk
We investigate feedback control for infinite horizon optimal control problems for partial differential equations. The method is based on the coupling between Hamilton-Jacobi-Bellma…