Asynchronous and Time-Varying Proximal Type Dynamics in Multiagent Network Games
Carlo Cenedese, Giuseppe Belgioioso, Yu Kawano, Sergio Grammatico, Ming Cao
Abstract
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.
Topics & Concepts
Asynchronous communicationComputer scienceConvergence (economics)Dynamics (music)Context (archaeology)Class (philosophy)Type (biology)Invariant (physics)Multi-agent systemTelecommunications networkDistributed computingTheoretical computer scienceArtificial intelligenceMathematicsComputer networkEcologyPhysicsAcousticsPaleontologyEconomicsEconomic growthMathematical physicsBiologyDistributed Control Multi-Agent SystemsOpinion Dynamics and Social InfluenceMathematical and Theoretical Epidemiology and Ecology Models