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SIAM Journal on Control and Optimization
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https://dx.doi.org/10.48550/ar...
Article . 2013
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On Symmetric Continuum Opinion Dynamics

On symmetric continuum opinion dynamics
Authors: Julien M. Hendrickx; Alex Olshevsky;

On Symmetric Continuum Opinion Dynamics

Abstract

This paper investigates the asymptotic behavior of some common opinion dynamic models in a continuum of agents. We show that as long as the interactions among the agents are symmetric, the distribution of the agents' opinion converges. We also investigate whether convergence occurs in a stronger sense than merely in distribution, namely, whether the opinion of almost every agent converges. We show that while this is not the case in general, it becomes true under plausible assumptions on inter-agent interactions, namely that agents with similar opinions exert a non-negligible pull on each other, or that the interactions are entirely determined by their opinions via a smooth function.

28 pages, 2 figures, 3 files

Keywords

Asymptotic stability in control theory, FOS: Computer and information sciences, Clustering in the social and behavioral sciences, Dynamical Systems (math.DS), Systems and Control (eess.SY), 93D20, 91C20, 93A14, Decentralized systems, Electrical Engineering and Systems Science - Systems and Control, multiagent systems, consensus, Lyapunov stability, FOS: Mathematics, FOS: Electrical engineering, electronic engineering, information engineering, Computer Science - Multiagent Systems, opinion dynamics, Mathematics - Dynamical Systems, Social networks; opinion dynamics, Multiagent Systems (cs.MA)

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    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
9
Average
Average
Top 10%
Green
bronze