Asynchronous and Time-Varying Proximal Type Dynamics in Multiagent Network Games

In this article, we study proximal type dynamics in the context of multiagent network games. We analyze several conjugations of this class of games, providing convergence results. Specifically, we look into synchronous/asynchronous dynamics with time-invariant communication network and synchronous d...

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Bibliographic Details
Published in:IEEE transactions on automatic control 2021-06, Vol.66 (6), p.2861-2867
Main Authors: Cenedese, Carlo, Belgioioso, Giuseppe, Kawano, Yu, Grammatico, Sergio, Cao, Ming
Format: Article
Language:English
Subjects:
Asynchronous dynamics
Communication networks
Control systems
Convergence
Cost function
Couplings
Decision making
Dynamics
Games
Hilbert space
Multiagent systems
network games
proximal dynamics
time-varying networks
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Summary:In this article, we study proximal type dynamics in the context of multiagent network games. We analyze several conjugations of this class of games, providing convergence results. Specifically, we look into synchronous/asynchronous dynamics with time-invariant communication network and synchronous dynamics with time-varying communication networks. Finally, we validate the theoretical results via numerical simulations on opinion dynamics.
ISSN:0018-9286
1558-2523
DOI:10.1109/TAC.2020.3011916