54 citations · 66 across the 6 of their papers we have counts for
3 papers · 1 filter
A Distributed Asynchronous Method of Multipliers for Constrained Nonconvex Optimization
Francesco Farina, Andrea Garulli, Antonio Giannitrapani +1
This paper presents a fully asynchronous and distributed approach for tackling optimization problems in which both the objective function and the constraints may be nonconvex. In t…
Distributed interpolatory algorithms for set membership estimation
Francesco Farina, Andrea Garulli, Antonio Giannitrapani
This work addresses the distributed estimation problem in a set membership framework. The agents of a network collect measurements which are affected by bounded errors, thus implyi…
Asynchronous Distributed Method of Multipliers for Constrained Nonconvex Optimization
Francesco Farina, Andrea Garulli, Antonio Giannitrapani +1
This paper addresses a class of constrained optimization problems over networks in which local cost functions and constraints can be nonconvex. We propose an asynchronous distribut…