ON SYMMETRIC CONTINUUM OPINION DYNAMICS

被引:9
|
作者
Hendrickx, Julien M. [1 ]
Olshevsky, Alex [2 ,3 ]
机构
[1] Catholic Univ Louvain, ICTEAM Inst, B-1348 Louvain La Neuve, Belgium
[2] Boston Univ, Dept Elect & Comp Engn, Boston, MA 02215 USA
[3] Boston Univ, Div Syst Engn, Boston, MA 02215 USA
关键词
multiagent systems; opinion dynamics; consensus; Lyapunov stability; BOUNDED CONFIDENCE; MULTIAGENT SYSTEMS; CONSENSUS; CONVERGENCE; COORDINATION; STABILITY; NETWORKS;
D O I
10.1137/130943923
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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' opinions 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 interagent interactions, namely that agents with similar opinions exert a nonnegligible pull on each other, or that the interactions are entirely determined by their opinions via a smooth function.
引用
收藏
页码:2893 / 2918
页数:26
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