Simone Garatti

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Marco C. CampiUniversity of Brescia, professorEmail verificata su unibs.it
Maria PrandiniPolitecnico di MilanoEmail verificata su polimi.it
Sergio BittantiPolitecnico di MilanoEmail verificata su polimi.it
Alessandro FalsoneAssistant Professor, Politecnico di MilanoEmail verificata su polimi.it
Kostas MargellosUniversity of OxfordEmail verificata su eng.ox.ac.uk
Algo CarèUniversity of Brescia, ItalyEmail verificata su unibs.it
Sergio Matteo Savaresipolitecnico milanoEmail verificata su polimi.it
Giuseppe Carlo CalafioreFull Professor (Professore Ordinario), Politecnico di TorinoEmail verificata su polito.it
Le XieSegers Family Dean’s Excellence Professor in Engineering, Texas A&M UniversityEmail verificata su tamu.edu
Steven H. LowGilloon Professor of Computing+Mathematical Sciences, Electrical Engineering, CaltechEmail verificata su caltech.edu
Louis WehenkelProfessor of Electrical Engineering and Computer Science, ULiège - University of LiègeEmail verificata su ulg.ac.be
John LygerosProf. of Computation and Control, ETH ZurichEmail verificata su ethz.ch
Simone FormentinAssociate Professor, Politecnico di MilanoEmail verificata su polimi.it
PanciaticiRTEEmail verificata su rte-france.com
X. Andy SunMassachusetts Institute of TechnologyEmail verificata su mit.edu
Daniel K. MolzahnAssistant Professor at the Georgia Institute of Technology. Computational Engineer at ArgonneEmail verificata su gatech.edu
M. Sadegh Modarresi1898 & Co., Burns & McDonnellEmail verificata su 1898andco.com
Robert BitmeadProfessor of Mechanical & Aerospace Engineering at UCSDEmail verificata su eng.ucsd.edu
Erik WeyerThe University of MelbourneEmail verificata su unimelb.edu.au
Riccardo VignaliRicerca sul Sistema Energetico - RSE S.p.A.Email verificata su polimi.it

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Simone Garatti

Politecnico di Milano - Dipartimento di Elettronica, Informazione e Bioingegneria

Email verificata su polimi.it - Home page

data-driven decision making scenario optimization randomized algorithms system identification stochastic systems


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
The exact feasibility of randomized solutions of uncertain convex programs MC Campi, S Garatti SIAM Journal on Optimization 19 (3), 1211-1230, 2008	568	2008
The scenario approach for systems and control design MC Campi, S Garatti, M Prandini Annual Reviews in Control 33 (2), 149-157, 2009	389	2009
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	383	2011
Wait-and-judge scenario optimization MC Campi, S Garatti Mathematical Programming 167 (1), 155-189, 2018	128	2018
Dual decomposition for multi-agent distributed optimization with coupling constraints A Falsone, K Margellos, S Garatti, M Prandini Automatica 84, 149-158, 2017	122	2017
Interval predictor models: Identification and reliability MC Campi, G Calafiore, S Garatti Automatica 45 (2), 382-392, 2009	113	2009
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	99	2018
Modulating robustness in control design: Principles and algorithms S Garatti, MC Campi IEEE Control Systems Magazine 33 (2), 36-51, 2013	87	2013
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	81	2012
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	79	2017
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	64	2004
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	60	2017
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	58	2015
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	56	2014
Introduction to the scenario approach MC Campi, S Garatti Society for Industrial and Applied Mathematics, 2018	53	2018
FAST—Fast algorithm for the scenario technique A Carè, S Garatti, MC Campi Operations Research 62 (3), 662-671, 2014	49	2014
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	44	2018
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	37	2015
Risk and complexity in scenario optimization S Garatti, MC Campi Mathematical Programming, 1-37, 2019	34	2019
Stochastic constrained control: trading performance for state constraint feasibility L Deori, S Garatti, M Prandini 2013 European Control Conference (ECC), 2740-2745, 2013	26	2013

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