1 citations · 1 across the 3 of their papers we have counts for
5 papers · 1 filter
Benchmarking Problems for Robust Discrete Optimization
Marc Goerigk, Mohammad Khosravi
Robust discrete optimization is a highly active field of research where a plenitude of combinations between decision criteria, uncertainty sets and underlying nominal problems are…
Distributed Model Predictive Control of Buildings and Energy Hubs
Nicolas Lefebure, Mohammad Khosravi, Mathias Hudoba de Badyn +4
Model predictive control (MPC) strategies can be applied to the coordination of energy hubs to reduce their energy consumption. Despite the effectiveness of these techniques, their…
On Robustness of Kernel-Based Regularized System Identification
Mohammad Khosravi, Roy S. Smith
This paper presents a novel feature of the kernel-based system identification method. We prove that the regularized kernel-based approach for the estimation of a finite impulse res…
Convex Nonparametric Formulation for Identification of Gradient Flows
Mohammad Khosravi, Roy S. Smith
In this paper, we develop a nonparametric system identification method for the nonlinear gradient-flow dynamics. In these systems, the vector field is the gradient field of a poten…
Nonlinear System Identification with Prior Knowledge of the Region of Attraction
Mohammad Khosravi, Roy S. Smith
We consider the problem of nonlinear system identification when prior knowledge is available on the region of attraction (ROA) of an equilibrium point. We propose an identification…