101 citations · 174 across the 22 of their papers we have counts for
4 papers · 1 filter
A System Theoretical Perspective to Gradient-Tracking Algorithms for Distributed Quadratic Optimization
Michelangelo Bin, Ivano Notarnicola, Lorenzo Marconi +1
In this paper we consider a recently developed distributed optimization algorithm based on gradient tracking. We propose a system theory framework to analyze its structural propert…
DISROPT: a Python Framework for Distributed Optimization
Francesco Farina, Andrea Camisa, Andrea Testa +2
In this paper we introduce DISROPT, a Python package for distributed optimization over networks. We focus on cooperative set-ups in which an optimization problem must be solved by…
Tracking-ADMM for Distributed Constraint-Coupled Optimization
Alessandro Falsone, Ivano Notarnicola, Giuseppe Notarstefano +1
We consider constraint-coupled optimization problems in which agents of a network aim to cooperatively minimize the sum of local objective functions subject to individual constrain…
Distributed Optimization for Smart Cyber-Physical Networks
Giuseppe Notarstefano, Ivano Notarnicola, Andrea Camisa
The presence of embedded electronics and communication capabilities as well as sensing and control in smart devices has given rise to the novel concept of cyber-physical networks,…