Simone Garatti
Simone Garatti
Politecnico di Milano - Dipartimento di Elettronica, Informazione e Bioingegneria
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Zitiert von
Zitiert von
The exact feasibility of randomized solutions of uncertain convex programs
MC Campi, S Garatti
SIAM Journal on Optimization 19 (3), 1211-1230, 2008
A sampling-and-discarding approach to chance-constrained optimization: feasibility and optimality
MC Campi, S Garatti
Journal of optimization theory and applications 148 (2), 257-280, 2011
The scenario approach for systems and control design
MC Campi, S Garatti, M Prandini
Annual Reviews in Control 33 (2), 149-157, 2009
Dual decomposition for multi-agent distributed optimization with coupling constraints
A Falsone, K Margellos, S Garatti, M Prandini
Automatica 84, 149-158, 2017
Wait-and-judge scenario optimization
MC Campi, S Garatti
Mathematical Programming 167, 155-189, 2018
A general scenario theory for nonconvex optimization and decision making
MC Campi, S Garatti, FA Ramponi
IEEE Transactions on Automatic Control 63 (12), 4067-4078, 2018
Interval predictor models: Identification and reliability
MC Campi, G Calafiore, S Garatti
Automatica 45 (2), 382-392, 2009
Distributed constrained optimization and consensus in uncertain networks via proximal minimization
K Margellos, A Falsone, S Garatti, M Prandini
IEEE Transactions on Automatic Control 63 (5), 1372-1387, 2017
Modulating robustness in control design: Principles and algorithms
S Garatti, MC Campi
IEEE Control Systems Magazine 33 (2), 36-51, 2013
Introduction to the scenario approach
MC Campi, S Garatti
Society for Industrial and Applied Mathematics, 2018
A randomized approach to stochastic model predictive control
M Prandini, S Garatti, J Lygeros
2012 IEEE 51st IEEE Conference on Decision and Control (CDC), 7315-7320, 2012
Scenario-based economic dispatch with uncertain demand response
H Ming, L Xie, MC Campi, S Garatti, PR Kumar
IEEE Transactions on Smart Grid 10 (2), 1858-1868, 2017
Risk and complexity in scenario optimization
S Garatti, MC Campi
Mathematical Programming 191 (1), 243-279, 2022
Scenario min-max optimization and the risk of empirical costs
A Carè, S Garatti, MC Campi
SIAM Journal on Optimization 25 (4), 2061-2080, 2015
Scenario-based economic dispatch with tunable risk levels in high-renewable power systems
MS Modarresi, L Xie, MC Campi, S Garatti, A Care, AA Thatte, PR Kumar
IEEE Transactions on Power Systems 34 (6), 5103-5114, 2018
Assessing the quality of identified models through the asymptotic theory—when is the result reliable?
S Garatti, MC Campi, S Bittanti
Automatica 40 (8), 1319-1332, 2004
Advanced optimization methods for power systems
P Panciatici, MC Campi, S Garatti, SH Low, DK Molzahn, AX Sun, ...
2014 power systems computation conference, 1-18, 2014
FAST—Fast algorithm for the scenario technique
A Carè, S Garatti, MC Campi
Operations Research 62 (3), 662-671, 2014
Non-convex scenario optimization with application to system identification
MC Campi, S Garatti, FA Ramponi
2015 54th IEEE Conference on Decision and Control (CDC), 4023-4028, 2015
The scenario approach: A tool at the service of data-driven decision making
MC Campi, A Carè, S Garatti
Annual Reviews in Control 52, 1-17, 2021
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