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Alessandro Falsone
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Books and Theses
- 2018
- [b1]Alessandro Falsone:
Distributed decision making with application to energy systems. Polytechnic University of Milan, Italy, 2018
Journal Articles
- 2024
- [j25]Lucrezia Manieri
, Alessandro Falsone
, Maria Prandini
:
A Dual Bisection Approach to Economic Dispatch of Generators With Prohibited Operating Zones. IEEE Control. Syst. Lett. 8: 1547-1552 (2024) - [j24]Massimiliano Maurizio De Benedetti
, Luca Bascetta
, Alessandro Falsone
, Maria Prandini
:
Automated Photovoltaic Power Plant Inspection via Unmanned Vehicles. IEEE Trans. Control. Syst. Technol. 32(2): 399-412 (2024) - 2023
- [j23]Lucrezia Manieri
, Alessandro Falsone, Maria Prandini
:
Probabilistic feasibility in data-driven multi-agent non-convex optimization. Annu. Rev. Control. 56: 100925 (2023) - [j22]Alessandro Falsone, Maria Prandini:
Augmented Lagrangian Tracking for distributed optimization with equality and inequality coupling constraints. Autom. 157: 111269 (2023) - [j21]Alessandro Falsone, Federico Bianchi
, Maria Prandini:
Dealing with infeasibility in multi-parametric programming for application to explicit model predictive control. Autom. 157: 111279 (2023) - [j20]Alessandro Falsone
, Beatrice Melani
, Maria Prandini
:
Lane Change in Automated Driving: An Explicit Coordination Strategy. IEEE Control. Syst. Lett. 7: 205-210 (2023) - [j19]Daniel Zamudio
, Alessandro Falsone
, Federico Bianchi
, Maria Prandini
:
Ancillary Services Provision via Aggregation: Joint Power Flexibility Assessment and Disaggregation Policy Design. IEEE Control. Syst. Lett. 7: 3108-3113 (2023) - [j18]Alessandro Falsone
, Kostas Margellos
, Jacopo Zizzo
, Maria Prandini
, Simone Garatti
:
On the Sensitivity of Linear Resource Sharing Problems to the Arrival of New Agents. IEEE Trans. Autom. Control. 68(1): 272-284 (2023) - 2022
- [j17]Alessandro Falsone, Maria Prandini
:
Distributed decision-coupled constrained optimization via Proximal-Tracking. Autom. 135: 109938 (2022) - [j16]Ivano Notarnicola, Alessandro Falsone:
Passivity-based Analysis of the ADMM Algorithm for Constraint-Coupled Optimization. Autom. 146: 110552 (2022) - [j15]Federico Bianchi, Alessandro Falsone, Luigi Piroddi, Maria Prandini
:
A constrained clustering approach to bounded-error identification of switched and piecewise affine systems. Autom. 146: 110589 (2022) - [j14]Lucrezia Manieri
, Alessandro Falsone
, Maria Prandini
:
Hyper-Graph Partitioning for a Multi-Agent Reformulation of Large-Scale MILPs. IEEE Control. Syst. Lett. 6: 1346-1351 (2022) - [j13]Alessandro Falsone
, Luca Deori
, Daniele Ioli
, Simone Garatti
, Maria Prandini
:
Optimal Steady-State Disturbance Compensation for Constrained Linear Systems: The Gaussian Noise Case. IEEE Trans. Autom. Control. 67(12): 6322-6332 (2022) - 2021
- [j12]Alessandro Falsone, Maria Prandini
:
A Distributed Dual Proximal Minimization Algorithm for Constraint-Coupled Optimization Problems. IEEE Control. Syst. Lett. 5(1): 259-264 (2021) - 2020
- [j11]Alessandro Falsone, Ivano Notarnicola, Giuseppe Notarstefano, Maria Prandini
:
Tracking-ADMM for distributed constraint-coupled optimization. Autom. 117: 108962 (2020) - 2019
- [j10]Alessandro Falsone, Kostas Margellos, Maria Prandini
:
A decentralized approach to multi-agent MILPs: Finite-time feasibility and performance guarantees. Autom. 103: 141-150 (2019) - [j9]Alessandro Falsone, Luca Deori, Daniele Ioli, Simone Garatti, Maria Prandini
:
Optimal disturbance compensation for constrained linear systems operating in stationary conditions: A scenario-based approach. Autom. 110 (2019) - 2018
- [j8]Alessandro Falsone
, Kostas Margellos
, Maria Prandini
:
A Distributed Iterative Algorithm for Multi-Agent MILPs: Finite-Time Feasibility and Performance Characterization. IEEE Control. Syst. Lett. 2(4): 563-568 (2018) - [j7]Kostas Margellos
, Alessandro Falsone
, Simone Garatti
, Maria Prandini
:
Distributed Constrained Optimization and Consensus in Uncertain Networks via Proximal Minimization. IEEE Trans. Autom. Control. 63(5): 1372-1387 (2018) - [j6]Alessandro Falsone
, Kostas Margellos
, Simone Garatti
, Maria Prandini
:
Finite-Time Distributed Averaging Over Gossip-Constrained Ring Networks. IEEE Trans. Control. Netw. Syst. 5(3): 879-887 (2018) - [j5]Aida Brankovic
, Alessandro Falsone
, Maria Prandini
, Luigi Piroddi
:
A Feature Selection and Classification Algorithm Based on Randomized Extraction of Model Populations. IEEE Trans. Cybern. 48(4): 1151-1162 (2018) - 2017
- [j4]Alessandro Falsone
, Kostas Margellos, Simone Garatti
, Maria Prandini
:
Dual decomposition for multi-agent distributed optimization with coupling constraints. Autom. 84: 149-158 (2017) - [j3]Federico Bianchi
, Alessandro Falsone
, Maria Prandini
, Luigi Piroddi:
A randomised approach for NARX model identification based on a multivariate Bernoulli distribution. Int. J. Syst. Sci. 48(6): 1203-1216 (2017) - [j2]Alessandro Falsone
, Maria Prandini
:
A Randomized Approach to Probabilistic Footprint Estimation of a Space Debris Uncontrolled Reentry. IEEE Trans. Intell. Transp. Syst. 18(10): 2657-2666 (2017) - 2015
- [j1]Alessandro Falsone
, Luigi Piroddi
, Maria Prandini
:
A randomized algorithm for nonlinear model structure selection. Autom. 60: 227-238 (2015)
Conference and Workshop Papers
- 2022
- [c20]Giulio Salizzoni, Alessandro Falsone, Maria Prandini, Simone Garatti:
A scenario solution to state-feedback controller design for discrete-time linear systems subject to probabilistic constraints. CDC 2022: 7290-7295 - 2021
- [c19]Alessandro Falsone, Kostas Margellos, Jacopo Zizzo, Maria Prandini
, Simone Garatti:
New results on resource sharing problems with random agent arrivals and an application to economic dispatch in power systems. CDC 2021: 5130-5135 - 2020
- [c18]Alessandro Falsone, Federico Molinari, Maria Prandini:
Uncertain multi-agent MILPs: A data-driven decentralized solution with probabilistic feasibility guarantees. L4DC 2020: 1000-1009 - 2019
- [c17]Federico Bianchi
, Alessandro Falsone, Maria Prandini
, Luigi Piroddi:
Nonlinear system identification with model structure selection via distributed computation. CDC 2019: 6461-6466 - 2018
- [c16]Vedad Causevic, Alessandro Falsone, Daniele Ioli, Maria Prandini
:
Energy management in a multi-building set-up via distributed stochastic optimization. ACC 2018: 5387-5392 - 2017
- [c15]Alessandro Falsone
, Luca Deori, Daniele Ioli, Simone Garatti, Maria Prandini
:
Optimally shaping the stationary distribution of a constrained discrete time stochastic linear system via disturbance compensation. CDC 2017: 629-634 - [c14]Giorgio Manganini
, Alessandro Falsone
, Jan Siroky, Maria Prandini
:
A data-based approach to power capacity optimization. CDC 2017: 1663-1668 - [c13]Stefano Mutti
, Alessandro Falsone
, Kostas Margellos, Maria Prandini
:
A proximal minimization based distributed approach to power control in wireless networks: Performance and comparative analysis. CDC 2017: 3513-3518 - [c12]Alessandro Falsone
, Kostas Margellos, Simone Garatti, Maria Prandini
:
Linear programs for resource sharing among heterogeneous agents: The effect of random agent arrivals. CDC 2017: 3853-3858 - [c11]Daniele Ioli, Alessandro Falsone, Marianne Hartung, Axel Busboom
, Maria Prandini:
A Smart Grid Energy Management Problem for Data-driven Design with Probabilistic Reachability Guarantees. ARCH@CPSWeek 2017: 2-19 - 2016
- [c10]Daniele Ioli, Alessandro Falsone
, Maria Prandini
:
Energy management of a building cooling system with thermal storage: a randomized solution with feedforward disturbance compensation. ACC 2016: 2346-2351 - [c9]Kostas Margellos, Alessandro Falsone
, Simone Garatti
, Maria Prandini
:
Proximal minimization based distributed convex optimization. ACC 2016: 2466-2471 - [c8]Alessandro Falsone
, Kostas Margellos, Simone Garatti
, Maria Prandini
:
Distributed constrained convex optimization and consensus via dual decomposition and proximal minimization. CDC 2016: 1889-1894 - [c7]Kostas Margellos, Alessandro Falsone
, Simone Garatti
, Maria Prandini
:
Constrained optimal control of stochastic switched affine systems using randomization. ECC 2016: 2559-2554 - [c6]Daniele Ioli, Alessandro Falsone
, Simone Schuler, Maria Prandini
:
A compositional framework for energy management of a smart grid: A scalable stochastic hybrid model for cooling of a district network. ICCA 2016: 389-394 - 2015
- [c5]Giorgio Manganini
, Alessandro Falsone
, Maria Prandini
:
A majority voting classifier with probabilistic guarantees. CCA 2015: 1084-1089 - [c4]Daniele Ioli, Alessandro Falsone
, Maria Prandini
:
An iterative scheme to hierarchically structured optimal energy management of a microgrid. CDC 2015: 5227-5232 - [c3]Alessandro Falsone
, Maria Prandini
:
An iterative scheme for the approximate linear programming solution to the optimal control of a Markov Decision Process. ECC 2015: 1200-1205 - [c2]Danilo Caporale
, Luca Deori, Roberto Mura, Alessandro Falsone
, Riccardo Vignali
, Luca Giulioni, Matteo Pirotta, Giorgio Manganini
:
Optimal control to reduce emissions in gasoline engines: an iterative learning control approach for ECU calibration maps improvement. ECC 2015: 1420-1425 - 2014
- [c1]Alessandro Falsone
, Luigi Piroddi
, Maria Prandini
:
A novel randomized approach to nonlinear system identification. CDC 2014: 6516-6521
Informal and Other Publications
- 2023
- [i5]Federico Bianchi, Alessandro Falsone, Riccardo Vignali:
Vehicle-to-Grid and ancillary services: a profitability analysis under uncertainty. CoRR abs/2309.11118 (2023) - 2021
- [i4]Alessandro Falsone, Kostas Margellos, Jacopo Zizzo, Maria Prandini, Simone Garatti:
On the sensitivity of linear resource sharing problems to the arrival of new agents. CoRR abs/2109.13580 (2021) - 2019
- [i3]Alessandro Falsone, Ivano Notarnicola, Giuseppe Notarstefano, Maria Prandini:
Tracking-ADMM for Distributed Constraint-Coupled Optimization. CoRR abs/1907.10860 (2019) - 2017
- [i2]Daniele Ioli, Alessandro Falsone, Alessandro Vittorio Papadopoulos, Maria Prandini:
A compositional modeling framework for the optimal energy management of a district network. CoRR abs/1707.08494 (2017) - 2016
- [i1]Aida Brankovic, Alessandro Falsone, Maria Prandini, Luigi Piroddi:
Randomised Algorithm for Feature Selection and Classification. CoRR abs/1607.08400 (2016)
Coauthor Index
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