secretaire-inma@uclouvain.be +32 10 47 80 36
Home > Publications > On Krause's Multi-Agent Consensus Model With State...
2009 • Journal Article

On Krause's Multi-Agent Consensus Model With State-Dependent Connectivity

Authors:
Blondel, Vincent , Hendrickx, Julien , Tsitsiklis, John
Published in:
IEEE Transactions on Automatic Control

Volume: 54 • Number: 11 • Pages: 2586-2597

We study a model of opinion dynamics introduced by Krause: each agent has an opinion represented by a real number, and updates its opinion by averaging all agent opinions that differ from its own by less than one. We give a new proof of convergence into clusters of agents, with all agents in the same cluster holding the same opinion. We then introduce a particular notion of equilibrium stability and provide lower bounds on the inter-cluster distances at a stable equilibrium. To better understand the behavior of the system when the number of agents is large, we also introduce and study a variant involving a continuum of agents, obtaining partial convergence results and lower bounds on inter-cluster distances, under some mild assumptions.

Related Resources