Alessandro Falsone

57 papers C 4Journal 34Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
MPR: A novel randomized algorithm for multi-parametric programming.
Autom.
Alessandro Falsone, Federico Bianchi, Maria Prandini
2026 J jnl
Robustness certificates in data-driven non-convex optimization with additively-uncertain constraints.
CoRR
Alexander J. Gallo, Massimiliano Zoggia, Alessandro Falsone, Maria Prandini, Simone Garatti
2025 J jnl
Balancing Services Provision via Optimization and Management of the Flexibility Offered by a Pool of Energy Resources.
IEEE Trans. Control. Syst. Technol.
Daniel Zamudio, Alessandro Falsone, Federico Bianchi, Maria Prandini
2025 J jnl
DualBi: A dual bisection algorithm for non-convex problems with a scalar complicating constraint.
Autom.
Lucrezia Manieri, Alessandro Falsone, Maria Prandini
2025 — conf
Passivity-based interpretation of the Tracking-ADMM algorithm for distributed constraint-coupled optimization.
CDC
Ivano Notarnicola, Alessandro Falsone
2025 — conf
Robust non-convex optimization with structured constraints: complexity bounds and guaranteed reliability level of the scenario solution.
CDC
Alexander J. Gallo, Alessandro Falsone, Maria Prandini, Simone Garatti
2024 J jnl
A Dual Bisection Approach to Economic Dispatch of Generators With Prohibited Operating Zones.
IEEE Control. Syst. Lett.
Lucrezia Manieri, Alessandro Falsone, Maria Prandini
2024 J jnl
Automated Photovoltaic Power Plant Inspection via Unmanned Vehicles.
IEEE Trans. Control. Syst. Technol.
Massimiliano Maurizio De Benedetti, Luca Bascetta, Alessandro Falsone, Maria Prandini
2023 J jnl
Ancillary Services Provision via Aggregation: Joint Power Flexibility Assessment and Disaggregation Policy Design.
IEEE Control. Syst. Lett.
Daniel Zamudio, Alessandro Falsone, Federico Bianchi, Maria Prandini
2023 J jnl
Augmented Lagrangian Tracking for distributed optimization with equality and inequality coupling constraints.
Autom.
Alessandro Falsone, Maria Prandini
2023 J jnl
Dealing with infeasibility in multi-parametric programming for application to explicit model predictive control.
Autom.
Alessandro Falsone, Federico Bianchi, Maria Prandini
2023 J jnl
Lane Change in Automated Driving: An Explicit Coordination Strategy.
IEEE Control. Syst. Lett.
Alessandro Falsone, Beatrice Melani, Maria Prandini
2023 J jnl
On the Sensitivity of Linear Resource Sharing Problems to the Arrival of New Agents.
IEEE Trans. Autom. Control.
Alessandro Falsone, Kostas Margellos, Jacopo Zizzo, Maria Prandini, Simone Garatti
2023 J jnl
Probabilistic feasibility in data-driven multi-agent non-convex optimization.
Annu. Rev. Control.
Lucrezia Manieri, Alessandro Falsone, Maria Prandini
2023 J jnl
Vehicle-to-Grid and ancillary services: a profitability analysis under uncertainty.
CoRR
Federico Bianchi, Alessandro Falsone, Riccardo Vignali
2022 J jnl
A constrained clustering approach to bounded-error identification of switched and piecewise affine systems.
Autom.
Federico Bianchi, Alessandro Falsone, Luigi Piroddi, Maria Prandini
2022 — conf
A scenario solution to state-feedback controller design for discrete-time linear systems subject to probabilistic constraints.
CDC
Giulio Salizzoni, Alessandro Falsone, Maria Prandini, Simone Garatti
2022 J jnl
Distributed decision-coupled constrained optimization via Proximal-Tracking.
Autom.
Alessandro Falsone, Maria Prandini
2022 J jnl
Hyper-Graph Partitioning for a Multi-Agent Reformulation of Large-Scale MILPs.
IEEE Control. Syst. Lett.
Lucrezia Manieri, Alessandro Falsone, Maria Prandini
2022 J jnl
Optimal Steady-State Disturbance Compensation for Constrained Linear Systems: The Gaussian Noise Case.
IEEE Trans. Autom. Control.
Alessandro Falsone, Luca Deori, Daniele Ioli, Simone Garatti, Maria Prandini
2022 J jnl
Passivity-based Analysis of the ADMM Algorithm for Constraint-Coupled Optimization.
Autom.
Ivano Notarnicola, Alessandro Falsone
2021 J jnl
A Distributed Dual Proximal Minimization Algorithm for Constraint-Coupled Optimization Problems.
IEEE Control. Syst. Lett.
Alessandro Falsone, Maria Prandini
2021 — conf
New results on resource sharing problems with random agent arrivals and an application to economic dispatch in power systems.
CDC
Alessandro Falsone, Kostas Margellos, Jacopo Zizzo, Maria Prandini, Simone Garatti
2021 J jnl
On the sensitivity of linear resource sharing problems to the arrival of new agents.
CoRR
Alessandro Falsone, Kostas Margellos, Jacopo Zizzo, Maria Prandini, Simone Garatti
2020 J jnl
Tracking-ADMM for distributed constraint-coupled optimization.
Autom.
Alessandro Falsone, Ivano Notarnicola, Giuseppe Notarstefano, Maria Prandini
2020 — conf
Uncertain multi-agent MILPs: A data-driven decentralized solution with probabilistic feasibility guarantees.
L4DC
Alessandro Falsone, Federico Molinari, Maria Prandini
2019 J jnl
A decentralized approach to multi-agent MILPs: Finite-time feasibility and performance guarantees.
Autom.
Alessandro Falsone, Kostas Margellos, Maria Prandini
2019 — conf
Nonlinear system identification with model structure selection via distributed computation.
CDC
Federico Bianchi, Alessandro Falsone, Maria Prandini, Luigi Piroddi
2019 J jnl
Optimal disturbance compensation for constrained linear systems operating in stationary conditions: A scenario-based approach.
Autom.
Alessandro Falsone, Luca Deori, Daniele Ioli, Simone Garatti, Maria Prandini
2019 J jnl
Tracking-ADMM for Distributed Constraint-Coupled Optimization.
CoRR
Alessandro Falsone, Ivano Notarnicola, Giuseppe Notarstefano, Maria Prandini
2018 J jnl
A Distributed Iterative Algorithm for Multi-Agent MILPs: Finite-Time Feasibility and Performance Characterization.
IEEE Control. Syst. Lett.
Alessandro Falsone, Kostas Margellos, Maria Prandini
2018 J jnl
A Feature Selection and Classification Algorithm Based on Randomized Extraction of Model Populations.
IEEE Trans. Cybern.
Aida Brankovic, Alessandro Falsone, Maria Prandini, Luigi Piroddi
2018 J jnl
Distributed Constrained Optimization and Consensus in Uncertain Networks via Proximal Minimization.
IEEE Trans. Autom. Control.
Kostas Margellos, Alessandro Falsone, Simone Garatti, Maria Prandini
2018 — —
Distributed decision making with application to energy systems.
Alessandro Falsone
2018 C conf
Energy management in a multi-building set-up via distributed stochastic optimization.
ACC
Vedad Causevic, Alessandro Falsone, Daniele Ioli, Maria Prandini
2018 J jnl
Finite-Time Distributed Averaging Over Gossip-Constrained Ring Networks.
IEEE Trans. Control. Netw. Syst.
Alessandro Falsone, Kostas Margellos, Simone Garatti, Maria Prandini
2017 J jnl
A Randomized Approach to Probabilistic Footprint Estimation of a Space Debris Uncontrolled Reentry.
IEEE Trans. Intell. Transp. Syst.
Alessandro Falsone, Maria Prandini
2017 — conf
A Smart Grid Energy Management Problem for Data-driven Design with Probabilistic Reachability Guarantees.
ARCH@CPSWeek
Daniele Ioli, Alessandro Falsone, Marianne Hartung, Axel Busboom, Maria Prandini
2017 J jnl
A compositional modeling framework for the optimal energy management of a district network.
CoRR
Daniele Ioli, Alessandro Falsone, Alessandro Vittorio Papadopoulos, Maria Prandini
2017 — conf
A data-based approach to power capacity optimization.
CDC
Giorgio Manganini, Alessandro Falsone, Jan Siroky, Maria Prandini
2017 — conf
A proximal minimization based distributed approach to power control in wireless networks: Performance and comparative analysis.
CDC
Stefano Mutti, Alessandro Falsone, Kostas Margellos, Maria Prandini
2017 J jnl
A randomised approach for NARX model identification based on a multivariate Bernoulli distribution.
Int. J. Syst. Sci.
Federico Bianchi, Alessandro Falsone, Maria Prandini, Luigi Piroddi
2017 J jnl
Dual decomposition for multi-agent distributed optimization with coupling constraints.
Autom.
Alessandro Falsone, Kostas Margellos, Simone Garatti, Maria Prandini
2017 — conf
Linear programs for resource sharing among heterogeneous agents: The effect of random agent arrivals.
CDC
Alessandro Falsone, Kostas Margellos, Simone Garatti, Maria Prandini
2017 — conf
Optimally shaping the stationary distribution of a constrained discrete time stochastic linear system via disturbance compensation.
CDC
Alessandro Falsone, Luca Deori, Daniele Ioli, Simone Garatti, Maria Prandini
2016 — conf
A compositional framework for energy management of a smart grid: A scalable stochastic hybrid model for cooling of a district network.
ICCA
Daniele Ioli, Alessandro Falsone, Simone Schuler, Maria Prandini
2016 — conf
Constrained optimal control of stochastic switched affine systems using randomization.
ECC
Kostas Margellos, Alessandro Falsone, Simone Garatti, Maria Prandini
2016 — conf
Distributed constrained convex optimization and consensus via dual decomposition and proximal minimization.
CDC
Alessandro Falsone, Kostas Margellos, Simone Garatti, Maria Prandini
2016 C conf
Energy management of a building cooling system with thermal storage: a randomized solution with feedforward disturbance compensation.
ACC
Daniele Ioli, Alessandro Falsone, Maria Prandini
2016 C conf
Proximal minimization based distributed convex optimization.
ACC
Kostas Margellos, Alessandro Falsone, Simone Garatti, Maria Prandini
2016 J jnl
Randomised Algorithm for Feature Selection and Classification.
CoRR
Aida Brankovic, Alessandro Falsone, Maria Prandini, Luigi Piroddi
2015 C conf
A majority voting classifier with probabilistic guarantees.
CCA
Giorgio Manganini, Alessandro Falsone, Maria Prandini
2015 J jnl
A randomized algorithm for nonlinear model structure selection.
Autom.
Alessandro Falsone, Luigi Piroddi, Maria Prandini
2015 — conf
An iterative scheme for the approximate linear programming solution to the optimal control of a Markov Decision Process.
ECC
Alessandro Falsone, Maria Prandini
2015 — conf
An iterative scheme to hierarchically structured optimal energy management of a microgrid.
CDC
Daniele Ioli, Alessandro Falsone, Maria Prandini
2015 — conf
Optimal control to reduce emissions in gasoline engines: an iterative learning control approach for ECU calibration maps improvement.
ECC
Danilo Caporale, Luca Deori, Roberto Mura, Alessandro Falsone, Riccardo Vignali, Luca Giulioni, Matteo Pirotta, Giorgio Manganini
2014 — conf
A novel randomized approach to nonlinear system identification.
CDC
Alessandro Falsone, Luigi Piroddi, Maria Prandini