56 citations · 181 across the 28 of their papers we have counts for
3 papers · 1 filter
Randomized and robust methods for uncertain systems using R-RoMulOC, with applications to DEMETER satellite benchmark
Mohammadreza Chamanbaz, Fabrizio Dabbene, Dimitri Peaucelle +2
R-RoMulOC is a freely distributed toolbox which aims at making easily available to the users different optimization-based methods for dealing with uncertain systems. It implements…
Sampling methods for multistage robust convex optimization problems
Francesca Maggioni, Marida Bertocchi, Fabrizio Dabbene +1
In this paper, probabilistic guarantees for constraint sampling of multistage robust convex optimization problems are derived. The dynamic nature of these problems is tackled via t…
Stochastic MPC with Offline Uncertainty Sampling
Matthias Lorenzen, Fabrizio Dabbene, Roberto Tempo +1
For discrete-time linear systems subject to parametric uncertainty described by random variables, we develop a sampling-based Stochastic Model Predictive Control algorithm. Unlike…