Pubblicazioni Peer reviewed articles (31) DISROPT: a Python Framework for Distributed Optimization Autori: Francesco Farina, Andrea Camisa, Andrea Testa, Ivano Notarnicola, Giuseppe Notarstefano Pubblicato in: IFAC-PapersOnLine, Issue 53/2, 2020, Page(s) 2666-2671, ISSN 2405-8963 Editore: IFAC DOI: 10.1016/j.ifacol.2020.12.382 Randomized Block Proximal Methods for Distributed Stochastic Big-Data Optimization Autori: Francesco Farina, Giuseppe Notarstefano Pubblicato in: IEEE Transactions on Automatic Control, Issue 66/9, 2021, Page(s) 4000-4014, ISSN 0018-9286 Editore: Institute of Electrical and Electronics Engineers DOI: 10.1109/tac.2020.3027647 ChoiRbot: A ROS 2 Toolbox for Cooperative Robotics Autori: Andrea Testa; Andrea Camisa; Giuseppe Notarstefano Pubblicato in: IEEE Robotics and Automation Letters, 2021, ISSN 2377-3766 Editore: IEEE DOI: 10.1109/lra.2021.3061366 Combining ADMM and tracking over networks for distributed constraint-coupled optimization Autori: Alessandro Falsone, Ivano Notarnicola, Giuseppe Notarstefano, Maria Prandini Pubblicato in: IFAC-PapersOnLine, Issue 53/2, 2020, Page(s) 2654-2659, ISSN 2405-8963 Editore: IFAC-PapersOnLine DOI: 10.1016/j.ifacol.2020.12.380 Distributed Big-Data Optimization via Blockwise Gradient Tracking Autori: Ivano Notarnicola, Ying Sun, Gesualdo Scutari, Giuseppe Notarstefano Pubblicato in: IEEE Transactions on Automatic Control, Issue 66/5, 2021, Page(s) 2045-2060, ISSN 0018-9286 Editore: Institute of Electrical and Electronics Engineers DOI: 10.1109/tac.2020.3008713 Randomized Constraints Consensus for Distributed Robust Mixed-Integer Programming Autori: Mohammadreza Chamanbaz, Giuseppe Notarstefano, Francesco Sasso, Roland Bouffanais Pubblicato in: IEEE Transactions on Control of Network Systems, Issue 8/1, 2021, Page(s) 295-306, ISSN 2325-5870 Editore: IEEE CONTROL SYSTEMS SOCIETY DOI: 10.1109/tcns.2020.3024483 Distributed Submodular Minimization via Block-Wise Updates and Communications Autori: Andrea Testa, Francesco Farina, Giuseppe Notarstefano Pubblicato in: IFAC-PapersOnLine, Issue 53/2, 2020, Page(s) 2678-2683, ISSN 2405-8963 Editore: IFAC-PapersOnLine DOI: 10.1016/j.ifacol.2020.12.386 Distributed Stochastic Dual Subgradient for Constraint-Coupled Optimization Autori: Andrea Camisa, Ivano Notarnicola, Giuseppe Notarstefano Pubblicato in: IEEE Control Systems Letters, Issue 6, 2022, Page(s) 644-649, ISSN 2475-1456 Editore: IEEE DOI: 10.1109/lcsys.2021.3084531 A Distributed Version of the Hungarian Method for Multirobot Assignment Autori: Smriti Chopra, Giuseppe Notarstefano, Matthew Rice, Magnus Egerstedt Pubblicato in: IEEE Transactions on Robotics, Issue 33/4, 2017, Page(s) 932-947, ISSN 1552-3098 Editore: Institute of Electrical and Electronics Engineers DOI: 10.1109/TRO.2017.2693377 Minimum-Time Trajectory Generation for Quadrotors in Constrained Environments Autori: Sara Spedicato, Giuseppe Notarstefano Pubblicato in: IEEE Transactions on Control Systems Technology, 2017, Page(s) 1-10;, ISSN 1063-6536 Editore: Institute of Electrical and Electronics Engineers DOI: 10.1109/TCST.2017.2709268 Distributed Partitioned Big-Data Optimization via Asynchronous Dual Decomposition Autori: Ivano Notarnicola, Ruggero Carli, Giuseppe Notarstefano Pubblicato in: IEEE Transactions on Control of Network Systems, 2017, Page(s) 1-1, ISSN 2325-5870 Editore: IEEE CONTROL SYSTEMS SOCIETY DOI: 10.1109/TCNS.2017.2774010 Randomized Constraints Consensus for Distributed Robust Linear Programming * *This work is supported by the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme, grant agreement No 638992 - OPT4SMART, (GN) and by a grant from the Singapore National Research Foundation (NRF) under the ASPIRE project, grant No NCR-NCR001-040 (MC&RB). Autori: Mohammadreza Chamanbaz, Giuseppe Notarstefano, Roland Bouffanais Pubblicato in: IFAC-PapersOnLine, Issue 50/1, 2017, Page(s) 4973-4978, ISSN 2405-8963 Editore: Elsevier DOI: 10.1016/j.ifacol.2017.08.763 A Duality-Based Approach for Distributed Optimization with Coupling Constraints Autori: Ivano Notarnicola, Giuseppe Notarstefano Pubblicato in: IFAC-PapersOnLine, Issue 50/1, 2017, Page(s) 14326-14331, ISSN 2405-8963 Editore: Elsevier DOI: 10.1016/j.ifacol.2017.08.1874 Multiagent Newton–Raphson Optimization Over Lossy Networks Autori: Nicoletta Bof, Ruggero Carli, Giuseppe Notarstefano, Luca Schenato, Damiano Varagnolo Pubblicato in: IEEE Transactions on Automatic Control, Issue 64/7, 2019, Page(s) 2983-2990, ISSN 0018-9286 Editore: Institute of Electrical and Electronics Engineers DOI: 10.1109/tac.2018.2874748 Interaction-Based Distributed Learning in Cyber-Physical and Social Networks Autori: Francesco Sasso, Angelo Coluccia, Giuseppe Notarstefano Pubblicato in: IEEE Transactions on Automatic Control, Issue 65/1, 2020, Page(s) 223-236, ISSN 0018-9286 Editore: Institute of Electrical and Electronics Engineers DOI: 10.1109/tac.2019.2917715 Asynchronous Distributed Optimization via Randomized Dual Proximal Gradient Autori: Ivano Notarnicola and Giuseppe Notarstefano Pubblicato in: IEEE Transactions on Automatic Control, 2016, ISSN 0018-9286 Editore: Institute of Electrical and Electronics Engineers DOI: 10.1109/TAC.2016.2607023 An optimal control approach to the design of periodic orbits for mechanical systems with impacts Autori: Sara Spedicato, Giuseppe Notarstefano Pubblicato in: Nonlinear Analysis: Hybrid Systems, Issue 23, 2017, Page(s) 111-121, ISSN 1751-570X Editore: Elsevier BV DOI: 10.1016/j.nahs.2016.08.009 A Bayesian Framework for Distributed Estimation of Arrival Rates in Asynchronous Networks Autori: Angelo Coluccia, Giuseppe Notarstefano Pubblicato in: IEEE Transactions on Signal Processing, Issue 64/15, 2016, Page(s) 3984-3996, ISSN 1053-587X Editore: Institute of Electrical and Electronics Engineers DOI: 10.1109/TSP.2016.2557313 A distributed asynchronous method of multipliers for constrained nonconvex optimization Autori: Francesco Farina, Andrea Garulli, Antonio Giannitrapani, Giuseppe Notarstefano Pubblicato in: Automatica, Issue 103, 2019, Page(s) 243-253, ISSN 0005-1098 Editore: Pergamon Press Ltd. DOI: 10.1016/j.automatica.2019.02.003 A Duality-Based Approach for Distributed Min–Max Optimization Autori: Ivano Notarnicola, Mauro Franceschelli, Giuseppe Notarstefano Pubblicato in: IEEE Transactions on Automatic Control, Issue 64/6, 2019, Page(s) 2559-2566, ISSN 0018-9286 Editore: Institute of Electrical and Electronics Engineers DOI: 10.1109/TAC.2018.2872200 Distributed Optimization for Smart Cyber-Physical Networks Autori: Giuseppe Notarstefano, Ivano Notarnicola, Andrea Camisa Pubblicato in: Foundations and Trends® in Systems and Control, Issue 7/3, 2019, Page(s) 253-383, ISSN 2325-6818 Editore: now publishers DOI: 10.1561/2600000020 Distributed Mixed-Integer Linear Programming via Cut Generation and Constraint Exchange Autori: Andrea Testa, Alessandro Rucco, Giuseppe Notarstefano Pubblicato in: IEEE Transactions on Automatic Control, 2019, Page(s) 1-1, ISSN 0018-9286 Editore: Institute of Electrical and Electronics Engineers DOI: 10.1109/tac.2019.2920812 Cloud-assisted Distributed Nonlinear Optimal Control for Dynamics over Graph Autori: Sara Spedicato, Giuseppe Notarstefano Pubblicato in: IFAC-PapersOnLine, Issue 51/23, 2018, Page(s) 361-366, ISSN 2405-8963 Editore: Elsevier DOI: 10.1016/j.ifacol.2018.12.062 A Distributed Primal Decomposition Scheme for Nonconvex Optimization Autori: Andrea Camisa, Giuseppe Notarstefano Pubblicato in: IFAC-PapersOnLine, Issue 52/20, 2019, Page(s) 315-320, ISSN 2405-8963 Editore: IFAC-PapersOnLine DOI: 10.1016/j.ifacol.2019.12.174 Constraint-Coupled Distributed Optimization: A Relaxation and Duality Approach Autori: Ivano Notarnicola, Giuseppe Notarstefano Pubblicato in: IEEE Transactions on Control of Network Systems, Issue 7/1, 2020, Page(s) 483-492, ISSN 2325-5870 Editore: IEEE CONTROL SYSTEMS SOCIETY DOI: 10.1109/tcns.2019.2925267 On the Linear Convergence Rate of the Distributed Block Proximal Method Autori: Francesco Farina, Giuseppe Notarstefano Pubblicato in: IEEE Control Systems Letters, Issue 4/3, 2020, Page(s) 779-784, ISSN 2475-1456 Editore: IEEE DOI: 10.1109/lcsys.2020.2976311 Distributed Primal Decomposition for Large-Scale MILPs Autori: Andrea Camisa, Ivano Notarnicola, Giuseppe Notarstefano Pubblicato in: IEEE Transactions on Automatic Control, 2021, Page(s) 1-1, ISSN 0018-9286 Editore: Institute of Electrical and Electronics Engineers DOI: 10.1109/tac.2021.3057061 Enhanced Gradient Tracking Algorithms for Distributed Quadratic Optimization via Sparse Gain Design Autori: Guido Carnevale, Michelangelo Bin, Ivano Notarnicola, Lorenzo Marconi, Giuseppe Notarstefano Pubblicato in: IFAC-PapersOnLine, Issue 53/2, 2020, Page(s) 2696-2701, ISSN 2405-8963 Editore: IFAC-PapersOnLine DOI: 10.1016/j.ifacol.2020.12.405 A distributed optimization algorithm for Nash bargaining in multi-agent systems Autori: Andrea Camisa, Philipp N. Köhler, Matthias A. Müller, Giuseppe Notarstefano, Frank Allgöwer Pubblicato in: IFAC-PapersOnLine, Issue 53/2, 2020, Page(s) 2684-2689, ISSN 2405-8963 Editore: IFAC-PapersOnLine DOI: 10.1016/j.ifacol.2020.12.402 Distributed constraint-coupled optimization via primal decomposition over random time-varying graphs Autori: Andrea Camisa, Francesco Farina, Ivano Notarnicola, Giuseppe Notarstefano Pubblicato in: Automatica, Issue 131, 2021, Page(s) 109739, ISSN 0005-1098 Editore: Pergamon Press Ltd. DOI: 10.1016/j.automatica.2021.109739 Generalized Assignment for Multirobot Systems via Distributed Branch-and-Price Autori: Andrea Testa, Giuseppe Notarstefano Pubblicato in: IEEE Transactions on Robotics, 2021, Page(s) 1-12, ISSN 1552-3098 Editore: Institute of Electrical and Electronics Engineers DOI: 10.1109/tro.2021.3120046 Conference proceedings (24) Convergence rate analysis of a subgradient averaging algorithm for distributed optimisation with different constraint sets Autori: Licio Romao, Kostas Margellos, Giuseppe Notarstefano, Antonis Papachristodoulou Pubblicato in: 2019 IEEE 58th Conference on Decision and Control (CDC), 2019, Page(s) 7448-7453, ISBN 978-1-7281-1398-2 Editore: IEEE DOI: 10.1109/cdc40024.2019.9029252 Distributed Constraint-Coupled Optimization over Random Time-Varying Graphs via Primal Decomposition and Block Subgradient Approaches Autori: Andrea Camisa, Francesco Farina, Ivano Notarnicola, Giuseppe Notarstefano Pubblicato in: 2019 IEEE 58th Conference on Decision and Control (CDC), 2019, Page(s) 6374-6379, ISBN 978-1-7281-1398-2 Editore: IEEE DOI: 10.1109/cdc40024.2019.9029689 A Randomized Block Subgradient Approach to Distributed Big Data Optimization Autori: Francesco Farina, Giuseppe Notarstefano Pubblicato in: 2019 IEEE 58th Conference on Decision and Control (CDC), 2019, Page(s) 6362-6367, ISBN 978-1-7281-1398-2 Editore: IEEE DOI: 10.1109/cdc40024.2019.9030156 A finite-time cutting plane algorithm for distributed mixed integer linear programming Autori: Andrea Testa, Alessandro Rucco, Giuseppe Notarstefano Pubblicato in: 2017 IEEE 56th Annual Conference on Decision and Control (CDC), 2017, Page(s) 3847-3852, ISBN 978-1-5090-2873-3 Editore: IEEE DOI: 10.1109/CDC.2017.8264225 Distributed big-data optimization via block-iterative convexification and averaging Autori: Ivano Notarnicola, Ying Sun, Gesualdo Scutari, Giuseppe Notarstefano Pubblicato in: 2017 IEEE 56th Annual Conference on Decision and Control (CDC), 2017, Page(s) 2281-2288, ISBN 978-1-5090-2873-3 Editore: IEEE DOI: 10.1109/CDC.2017.8263982 A randomized distributed ellipsoid algorithm for uncertain feasibility problems Autori: Mohammadreza Chamanbaz, Giuseppe Notarstefano, Roland Bouffanais Pubblicato in: 2017 IEEE 56th Annual Conference on Decision and Control (CDC), 2017, Page(s) 1305-1310, ISBN 978-1-5090-2873-3 Editore: IEEE DOI: 10.1109/CDC.2017.8263835 Distributed big-data optimization via block communications Autori: Ivano Notarnicola, Ying Sun, Gesualdo Scutari, Giuseppe Notarstefano Pubblicato in: 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2017, Page(s) 1-5, ISBN 978-1-5386-1251-4 Editore: IEEE DOI: 10.1109/CAMSAP.2017.8313176 A randomized primal distributed algorithm for partitioned and big-data non-convex optimization Autori: Ivano Notarnicola, Giuseppe Notarstefano Pubblicato in: 2016 IEEE 55th Conference on Decision and Control (CDC), 2016, Page(s) 153-158, ISBN 978-1-5090-1837-6 Editore: IEEE DOI: 10.1109/CDC.2016.7798262 From tracking to robust maneuver regulation: An easy-to-design approach for VTOL aerial robots Autori: Sara Spedicato, Antonio Franchi, Giuseppe Notarstefano Pubblicato in: 2016 IEEE International Conference on Robotics and Automation (ICRA), 2016, Page(s) 2965-2970, ISBN 978-1-4673-8026-3 Editore: IEEE DOI: 10.1109/ICRA.2016.7487461 A duality-based approach for distributed min-max optimization with application to demand side management Autori: Ivano Notarnicola, Mauro Franceschelli, Giuseppe Notarstefano Pubblicato in: 2016 IEEE 55th Conference on Decision and Control (CDC), 2016, Page(s) 1877-1882, ISBN 978-1-5090-1837-6 Editore: IEEE DOI: 10.1109/CDC.2016.7798538 Computing minimum-time trajectories for quadrotors via transverse coordinates Autori: Sara Spedicato, Giuseppe Notarstefano Pubblicato in: 2016 IEEE 55th Conference on Decision and Control (CDC), 2016, Page(s) 239-244, ISBN 978-1-5090-1837-6 Editore: IEEE DOI: 10.1109/CDC.2016.7798276 Final-state constrained optimal control via a projection operator approach Autori: Ivano Notarnicola, Florian A. Bayer, Giuseppe Notarstefano, Frank Allgower Pubblicato in: 2016 European Control Conference (ECC), 2016, Page(s) 148-153, ISBN 978-1-5090-2591-6 Editore: IEEE DOI: 10.1109/ECC.2016.7810278 A core-set approach for distributed quadratic programming in big-data classification Autori: Giuseppe Notarstefano Pubblicato in: 2015 54th IEEE Conference on Decision and Control (CDC), 2015, Page(s) 1372-1377, ISBN 978-1-4799-7886-1 Editore: IEEE DOI: 10.1109/CDC.2015.7402402 Analysis of Newton-Raphson consensus for multi-agent convex optimization under asynchronous and lossy communications Autori: Ruggero Carli, Giuseppe Notarstefano, Luca Schenato, Damiano Varagnolo Pubblicato in: 2015 54th IEEE Conference on Decision and Control (CDC), 2015, Page(s) 418-424, ISBN 978-1-4799-7886-1 Editore: IEEE DOI: 10.1109/CDC.2015.7402236 Randomized dual proximal gradient for large-scale distributed optimization Autori: Ivano Notarnicola, Giuseppe Notarstefano Pubblicato in: 2015 54th IEEE Conference on Decision and Control (CDC), 2015, Page(s) 712-717, ISBN 978-1-4799-7886-1 Editore: IEEE DOI: 10.1109/CDC.2015.7402313 Asynchronous Distributed Method of Multipliers for Constrained Nonconvex optimization Autori: Francesco Farina, Andrea Garulli, Antonio Giannitrapani, Giuseppe Notarstefano Pubblicato in: 2018 European Control Conference (ECC), 2018, Page(s) 2535-2540, ISBN 978-3-9524-2698-2 Editore: IEEE DOI: 10.23919/ecc.2018.8550098 Distributed Learning from Interactions in Social Networks Autori: Francesco Sasso, Angelo Coluccia, Giuseppe Notarstefano Pubblicato in: 2018 European Control Conference (ECC), 2018, Page(s) 2200-2205, ISBN 978-3-9524-2698-2 Editore: IEEE DOI: 10.23919/ecc.2018.8550320 A Primal Decomposition Method with Suboptimality Bounds for Distributed Mixed-Integer Linear Programming Autori: Andrea Camisa, Ivano Notarnicola, Giuseppe Notarstefano Pubblicato in: 2018 IEEE Conference on Decision and Control (CDC), 2018, Page(s) 3391-3396, ISBN 978-1-5386-1395-5 Editore: IEEE DOI: 10.1109/CDC.2018.8619597 Distributed Submodular Minimization Over Networks: A Greedy Column Generation Approach Autori: Andrea Testa, Ivano Notarnicola, Giuseppe Notarstefano Pubblicato in: 2018 IEEE Conference on Decision and Control (CDC), 2018, Page(s) 4945-4950, ISBN 978-1-5386-1395-5 Editore: IEEE DOI: 10.1109/CDC.2018.8618958 Primal Decomposition and Constraint Generation for Asynchronous Distributed Mixed-Integer Linear Programming Autori: Andrea Camisa, Giuseppe Notarstefano Pubblicato in: 2019 18th European Control Conference (ECC), 2019, Page(s) 77-82, ISBN 978-3-907144-00-8 Editore: IEEE DOI: 10.23919/ECC.2019.8796116 An Empirical Bayes Approach for Distributed Estimation of Spatial Fields Autori: Francesco Sasso, Angelo Coluccia, Giuseppe Notarstefano Pubblicato in: 2018 European Control Conference (ECC), 2018, Page(s) 2206-2211, ISBN 978-3-9524-2698-2 Editore: IEEE DOI: 10.23919/ecc.2018.8550231 A Sparse Polytopic LPV Controller for Fully-Distributed Nonlinear Optimal Control Autori: Sarnavi Mahesh, Sara Spedicato, Giuseppe Notarstefano Pubblicato in: 2019 18th European Control Conference (ECC), 2019, Page(s) 554-559, ISBN 978-3-907144-00-8 Editore: IEEE DOI: 10.23919/ecc.2019.8795807 A System Theoretical Perspective to Gradient-Tracking Algorithms for Distributed Quadratic Optimization Autori: Michelangelo Bin, Ivano Notarnicola, Lorenzo Marconi, Giuseppe Notarstefano Pubblicato in: 2019 IEEE 58th Conference on Decision and Control (CDC), 2019, Page(s) 2994-2999, ISBN 978-1-7281-1398-2 Editore: IEEE DOI: 10.1109/cdc40024.2019.9029824 Multi-Robot Coordination for Estimation and Coverage of Unknown Spatial Fields Autori: Alessia Benevento, Maria Santos, Giuseppe Notarstefano, Kamran Paynabar, Matthieu Bloch, Magnus Egerstedt Pubblicato in: 2020 IEEE International Conference on Robotics and Automation (ICRA), 2020, Page(s) 7740-7746, ISBN 978-1-7281-7395-5 Editore: IEEE DOI: 10.1109/icra40945.2020.9197487 È in corso la ricerca di dati su OpenAIRE... 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