Alessandro Falsone

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 44

Top Topics

Energy Management

Iterative Learning Control

Convex Optimization

Top Venues

IEEE Control. Syst. Lett.

Publications

Lucrezia Manieri, Alessandro Falsone, Maria Prandini
A Dual Bisection Approach to Economic Dispatch of Generators With Prohibited Operating Zones. IEEE Control. Syst. Lett. 8 (2024)
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) (2024)
Federico Bianchi, Alessandro Falsone, Riccardo Vignali
Vehicle-to-Grid and ancillary services: a profitability analysis under uncertainty. CoRR (2023)
Alessandro Falsone, Federico Bianchi, Maria Prandini
Dealing with infeasibility in multi-parametric programming for application to explicit model predictive control. Autom. 157 (2023)
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 (2023)
Lucrezia Manieri, Alessandro Falsone, Maria Prandini
Probabilistic feasibility in data-driven multi-agent non-convex optimization. Annu. Rev. Control. 56 (2023)
Alessandro Falsone, Maria Prandini
Augmented Lagrangian Tracking for distributed optimization with equality and inequality coupling constraints. Autom. 157 (2023)
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) (2023)
Alessandro Falsone, Beatrice Melani, Maria Prandini
Lane Change in Automated Driving: An Explicit Coordination Strategy. IEEE Control. Syst. Lett. 7 (2023)
Alessandro Falsone, Maria Prandini
Distributed decision-coupled constrained optimization via Proximal-Tracking. Autom. 135 (2022)
Ivano Notarnicola, Alessandro Falsone
Passivity-based Analysis of the ADMM Algorithm for Constraint-Coupled Optimization. Autom. 146 (2022)
Federico Bianchi, Alessandro Falsone, Luigi Piroddi, Maria Prandini
A constrained clustering approach to bounded-error identification of switched and piecewise affine systems. Autom. 146 (2022)
Lucrezia Manieri, Alessandro Falsone, Maria Prandini
Hyper-Graph Partitioning for a Multi-Agent Reformulation of Large-Scale MILPs. IEEE Control. Syst. Lett. 6 (2022)
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) (2022)
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)
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)
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 (2021)
Alessandro Falsone, Maria Prandini
A Distributed Dual Proximal Minimization Algorithm for Constraint-Coupled Optimization Problems. IEEE Control. Syst. Lett. 5 (1) (2021)
Alessandro Falsone, Ivano Notarnicola, Giuseppe Notarstefano, Maria Prandini
Tracking-ADMM for distributed constraint-coupled optimization. Autom. 117 (2020)
Alessandro Falsone, Federico Molinari, Maria Prandini
Uncertain multi-agent MILPs: A data-driven decentralized solution with probabilistic feasibility guarantees. L4DC (2020)
Alessandro Falsone, Kostas Margellos, Maria Prandini
A decentralized approach to multi-agent MILPs: Finite-time feasibility and performance guarantees. Autom. 103 (2019)
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)
Federico Bianchi, Alessandro Falsone, Maria Prandini, Luigi Piroddi
Nonlinear system identification with model structure selection via distributed computation. CDC (2019)
Alessandro Falsone, Ivano Notarnicola, Giuseppe Notarstefano, Maria Prandini
Tracking-ADMM for Distributed Constraint-Coupled Optimization. CoRR (2019)
Vedad Causevic, Alessandro Falsone, Daniele Ioli, Maria Prandini
Energy management in a multi-building set-up via distributed stochastic optimization. ACC (2018)
Alessandro Falsone, Kostas Margellos, Simone Garatti, Maria Prandini
Finite-Time Distributed Averaging Over Gossip-Constrained Ring Networks. IEEE Trans. Control. Netw. Syst. 5 (3) (2018)
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) (2018)
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) (2018)
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) (2018)
Daniele Ioli, Alessandro Falsone, Alessandro Vittorio Papadopoulos, Maria Prandini
A compositional modeling framework for the optimal energy management of a district network. CoRR (2017)
Alessandro Falsone, Kostas Margellos, Simone Garatti, Maria Prandini
Linear programs for resource sharing among heterogeneous agents: The effect of random agent arrivals. CDC (2017)
Alessandro Falsone, Kostas Margellos, Simone Garatti, Maria Prandini
Dual decomposition for multi-agent distributed optimization with coupling constraints. Autom. 84 (2017)
Giorgio Manganini, Alessandro Falsone, Jan Siroky, Maria Prandini
A data-based approach to power capacity optimization. CDC (2017)
Alessandro Falsone, Maria Prandini
A Randomized Approach to Probabilistic Footprint Estimation of a Space Debris Uncontrolled Reentry. IEEE Trans. Intell. Transp. Syst. 18 (10) (2017)
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)
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)
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) (2017)
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)
Kostas Margellos, Alessandro Falsone, Simone Garatti, Maria Prandini
Proximal minimization based distributed convex optimization. ACC (2016)
Kostas Margellos, Alessandro Falsone, Simone Garatti, Maria Prandini
Constrained optimal control of stochastic switched affine systems using randomization. ECC (2016)
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)
Alessandro Falsone, Kostas Margellos, Simone Garatti, Maria Prandini
Distributed constrained convex optimization and consensus via dual decomposition and proximal minimization. CDC (2016)
Aida Brankovic, Alessandro Falsone, Maria Prandini, Luigi Piroddi
Randomised Algorithm for Feature Selection and Classification. CoRR (2016)
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)
Alessandro Falsone, Maria Prandini
An iterative scheme for the approximate linear programming solution to the optimal control of a Markov Decision Process. ECC (2015)
Daniele Ioli, Alessandro Falsone, Maria Prandini
An iterative scheme to hierarchically structured optimal energy management of a microgrid. CDC (2015)
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)
Alessandro Falsone, Luigi Piroddi, Maria Prandini
A randomized algorithm for nonlinear model structure selection. Autom. 60 (2015)
Giorgio Manganini, Alessandro Falsone, Maria Prandini
A majority voting classifier with probabilistic guarantees. CCA (2015)
Alessandro Falsone, Luigi Piroddi, Maria Prandini
A novel randomized approach to nonlinear system identification. CDC (2014)