101 citations · 174 across the 22 of their papers we have counts for
4 papers · 1 filter
Constraint Coupled Distributed Optimization: a Relaxation and Duality Approach
Ivano Notarnicola, Giuseppe Notarstefano
In this paper we consider a general, challenging distributed optimization set-up arising in several important network control applications. Agents of a network want to minimize the…
A duality-based approach for distributed min-max optimization with application to demand side management
Ivano Notarnicola, Mauro Franceschelli, Giuseppe Notarstefano
In this paper we consider a distributed optimization scenario in which a set of processors aims at minimizing the maximum of a collection of "separable convex functions" subject to…
A randomized primal distributed algorithm for partitioned and big-data non-convex optimization
Ivano Notarnicola, Giuseppe Notarstefano
In this paper we consider a distributed optimization scenario in which the aggregate objective function to minimize is partitioned, big-data and possibly non-convex. Specifically,…
Final-State Constrained Optimal Control via a Projection Operator Approach
Ivano Notarnicola, Florian A. Bayer, Giuseppe Notarstefano +1
In this paper we develop a numerical method to solve nonlinear optimal control problems with final-state constraints. Specifically, we extend the PRojection Operator based Netwon's…