9 citations · 14 across the 12 of their papers we have counts for
4 papers · 1 filter
Optimal Chaining of Vehicle Plans with Time Windows
David Fiedler, Fabio V. Difonzo, Jan Mrkos
For solving problems from the domain of Mobility-on-Demand (MoD), we often need to connect vehicle plans into plans spanning longer time, a process we call plan chaining. As we sho…
A preliminary model for optimal control of moisture content in unsaturated soils
Marco Berardi, Fabio V. Difonzo, Roberto Guglielmi
In this paper we introduce an optimal control approach to Richards' equation in an irrigation framework, aimed at minimizing water consumption while maximizing root water uptake. W…
Predictability and Fairness in Load Aggregation with Deadband
F. V. Difonzo, M. Roubalik, J. Marecek
Virtual power plants and load aggregation are becoming increasingly common. There, one regulates the aggregate power output of an ensemble of distributed energy resources (DERs). M…
Stochastic Langevin Differential Inclusions with Applications to Machine Learning
Fabio V. Difonzo, Vyacheslav Kungurtsev, Jakub Marecek
Stochastic differential equations of Langevin-diffusion form have received significant attention, thanks to their foundational role in both Bayesian sampling algorithms and optimiz…