DocumentCode
728472
Title
On the termination time of the one-sided asymmetric Hegselmann-Krause dynamics
Author
Coulson, Jeremy ; Steeves, Drew ; Gharesifard, Bahman ; Touri, Behrouz
Author_Institution
Dept. of Math. & Stat., Queen´s Univ., Kingston, ON, Canada
fYear
2015
fDate
1-3 July 2015
Firstpage
4054
Lastpage
4059
Abstract
In this paper, we provide a novel upper bound for the termination time of the one-dimensional asymmetric Hegselmann-Krause dynamics, when the asymmetry is one-sided. In addition to the number of agents, our upper bound depends on the ratio of asymmetry and the confidence range in the opinions of agents, and recovers the known O(n3) results of the symmetric case. Our proof technique relies on a novel Lyapunov-like function, which measures the spread of the opinion profile. As a by-product, we fully characterize the switching pattern in the opinions of the agents.
Keywords
Lyapunov methods; computational complexity; multi-agent systems; 1D asymmetric Hegselmann-Krause dynamics; Lyapunov-like function; agent opinions; one-sided asymmetric Hegselmann-Krause dynamics; Atmospheric measurements; Complexity theory; Convergence; Indexes; Switches; Time measurement; Upper bound;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2015
Conference_Location
Chicago, IL
Print_ISBN
978-1-4799-8685-9
Type
conf
DOI
10.1109/ACC.2015.7171963
Filename
7171963
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