GARATTI, SIMONE
GARATTI, SIMONE
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
4-D Flight Trajectory Tracking: A Receding Horizon Approach Integrating Feedback Linearization and Scenario Optimization
2019-01-01 Deori, Luca; Garatti, Simone; Prandini, Maria
A counterexample to the uniqueness of the asymptotic estimate in ARMAX model identification via the correlation approach
2014-01-01 Garatti, Simone
A coverage theory for least squares
2017-01-01 Carè, Algo; Garatti, Simone; Campi, Marco C.
A general scenario theory for non-convex optimization and decision making
2018-01-01 Campi, M. C.; Garatti, Simone; Ramponi, Federico Alessandro
A Machine Learning approach to fault detection in transformers by using vibration data
2020-01-01 Tavakoli, A.; De Maria, L.; Valecillos, B.; Bartalesi, D.; Garatti, S.; Bittanti, S.
A model identification approach to the analysis of the Kobe earthquake time series
2014-01-01 Bittanti, Sergio; Garatti, Simone
A model predictive control approach to aircraft motion control
2015-01-01 Deori, Luca; Garatti, Simone; Prandini, Maria
A new paradigm for parameter estimation in system modeling
2013-01-01 Garatti, Simone; Bittanti, Sergio
A post-combustion carbon capture process by amines supported on solid pellets - with estimation of kinetic parameters
2015-01-01 Bisone, L.; Bittanti, Sergio; Canevese, SILVIA MARIA; De Marco, A.; Garatti, Simone; Notaro, M.; Prandoni, V.
A randomized approach to stochastic model predictive control
2012-01-01 Prandini, Maria; Garatti, Simone; J., Lygeros
A randomized relaxation method to ensure feasibility in stochastic control of linear systems subject to state and input constraints
2020-01-01 Deori, L.; Garatti, S.; Prandini, M.
A sampling-and-discarding approach to chance-constrained optimization: feasibility and optimality
2011-01-01 M. C., Campi; Garatti, Simone
A scenario solution to state-feedback controller design for discrete-time linear systems subject to probabilistic constraints
2022-01-01 Salizzoni, Giulio; Falsone, Alessandro; Prandini, Maria; Garatti, Simone
A scenario-based approach to multi-agent optimization with distributed information
2020-01-01 Falsone, A.; Margellos, K.; Prandini, M.; Garatti, S.
A simulation-based approach to the approximation of stochastic hybrid systems
2012-01-01 Garatti, Simone; Prandini, Maria
A stochastic strategy integrating wind compensation for trajectory tracking in aircraft motion control
2016-01-01 Deori, Luca; Garatti, Simone; Prandini, Maria
A study on majority-voting classifiers with guarantees on the probability of error
2020-01-01 Carè, A.; Campi, M. C.; Ramponi, F. A.; Garatti, S.; Cobbenhagen, A. T. J. R.
A theory of the risk for optimization with relaxation and its application to support vector machines
2021-01-01 Campi, M. C.; Garatti, S.
Advance optimization methods for power systems
2014-01-01 P., Panciatici; M. C., Campi; Garatti, Simone; S. H., Low; D. K., Molzahn; A. X., Sun; L., Wehenkel
An incremental scenario approach for building energy management with uncertain occupancy
2020-01-01 Karshenas, A.; Margellos, K.; Garatti, S.