Publications of year 2019


Journal articles
  1. N. Bof, R. Carli, G. Notarstefano, L. Schenato, and D. Varagnolo. Multiagent Newton-Raphson Optimization Over Lossy Networks. IEEE Transactions on Automatic Control, 64(7):2983-2990, 2019. Note: [Download], [DOI: 10.1109/TAC.2018.2874748], [arXiv]. Keywords: Distributed Optimization, Estimation and Learning.
  2. F. Farina, A. Garulli, A. Giannitrapani, and G. Notarstefano. A distributed asynchronous method of multipliers for constrained nonconvex optimization. Automatica, 103:243-253, 2019. Note: [Download], [DOI: 10.1016/j.automatica.2019.02.003], [arXiv]. Keywords: Distributed Optimization, Estimation and Learning.
  3. G. Notarstefano, I. Notarnicola, and A. Camisa. Distributed Optimization for Smart Cyber-Physical Networks. Foundations and Trends in Systems and Control, 7(3):253-383, 2019. Note: [Download], [DOI: 10.1561/2600000020], [arXiv]. Keywords: Distributed Optimization, Estimation and Learning, Decision and Control.

Conference articles
  1. M. Bin, I. Notarnicola, L. Marconi, and G. Notarstefano. A System Theoretical Perspective to Gradient-Tracking Algorithms for Distributed Quadratic Optimization. In IEEE Conf. on Decision and Control, Nice, France, pages 2994-2999, 2019. Note: [Download], [DOI: 10.1109/CDC40024.2019.9029824], [arXiv]. Keywords: Distributed Optimization.
  2. A. Camisa, F. Farina, I. Notarnicola, and G. Notarstefano. Distributed Constraint-Coupled Optimization over Random Time-Varying Graphs via Primal Decomposition and Block Subgradient Approaches. In IEEE Conf. on Decision and Control, Nice, France, pages 6374-6379, 2019. Note: [Download], [DOI: 10.1109/CDC40024.2019.9029689], [arXiv]. Keywords: Distributed Optimization, Optimization.
  3. A. Camisa and G. Notarstefano. A Distributed Primal Decomposition Scheme for Nonconvex Optimization. In IFAC Workshop on Distributed Estimation and Control in Networked Systems, volume 52, pages 315 - 320, 2019. Note: [Download], [DOI: 10.1016/j.ifacol.2019.12.174], [arXiv].
  4. A. Camisa and G. Notarstefano. Primal Decomposition and Constraint Generation for Asynchronous Distributed Mixed-Integer Linear Programming. In European Control Conference, Naples, Italy, pages 77-82, 2019. Note: [Download], [DOI: 10.23919/ECC.2019.8796116], [arXiv]. Keywords: Distributed Optimization.
  5. F. Farina and G. Notarstefano. A Randomized Block Subgradient Approach to Distributed Big Data Optimization. In IEEE Conf. on Decision and Control, Nice, France, pages 6362-6367, 2019. Note: [Download], [DOI: 10.1109/CDC40024.2019.9030156], [arXiv]. [doi:10.1109/CDC40024.2019.9030156] Keywords: Distributed Optimization.
  6. L. Romao, K. Margellos, G. Notarstefano, and A. Papachristodoulou. Convergence rate analysis of a subgradient averaging algorithm for distributed optimisation with different constraint sets. In IEEE Conf. on Decision and Control, Nice, France, pages 7448-7453, 2019. Note: [Download], [DOI: 10.1109/CDC40024.2019.9029252], [arXiv]. Keywords: Distributed Optimization.
  7. S. Spedicato, S. Mahesh, and G. Notarstefano. A Sparse Polytopic LPV Controller for Fully-Distributed Nonlinear Optimal Control. In European Control Conference, Naples, Italy, pages 554-559, 2019. Note: [Download], [DOI: 10.23919/ECC.2019.8795807], [arXiv]. Keywords: Optimal Control, Distributed Optimization.

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