107 citations · 284 across the 35 of their papers we have counts for
5 papers · 1 filter
A Boltzmann approach to mean-field sparse feedback control
Giacomo Albi, Massimo Fornasier, Dante Kalise
We study the synthesis of optimal control policies for large-scale multi-agent systems. The optimal control design induces a parsimonious control intervention by means of l-1, spar…
Mean field control hierarchy
Giacomo Albi, Young-Pil Choi, Massimo Fornasier +1
In this paper we model the role of a government of a large population as a mean field optimal control problem. Such control problems are constrainted by a PDE of continuity-type, g…
Recent advances in opinion modeling: control and social influence
Giacomo Albi, Lorenzo Pareschi, Giuseppe Toscani +1
We survey some recent developments on the mathematical modeling of opinion dynamics. After an introduction on opinion modeling through interacting multi-agent systems described by…
Opinion dynamics over complex networks: kinetic modeling and numerical methods
Giacomo Albi, Lorenzo Pareschi, Mattia Zanella
In this paper we consider the modeling of opinion dynamics over time dependent large scale networks. A kinetic description of the agents' distribution over the evolving network is…
Selective model-predictive control for flocking systems
Giacomo Albi, Lorenzo Pareschi
In this paper the optimal control of alignment models composed by a large number of agents is investigated in presence of a selective action of a controller, acting in order to enh…