DocumentCode
1660167
Title
Opinion dynamics in networks with bounded confidence and influence
Author
Haili Liang ; Xiaofan Wang
Author_Institution
Dept. of Autom., Shanghai Jiao Tong Univ., Shanghai, China
fYear
2012
Firstpage
211
Lastpage
216
Abstract
We study a discrete-time model of opinion dynamics in which each agent has its own confidence and influence radius. We investigate the influence of heterogeneity in confidence/influence distribution on the behavior of the network. We consider three cases: 1) each agent has the same confidence and influence radius; 2) each agent´s confidence radius is inversely proportional to its influence radius; 3) each agent´s confidence radius is not related to its influence radius. We find that heterogeneity does not always promote consensus, and there is an optimal heterogeneity so that the size of the largest consensus cluster reaches maximum.
Keywords
discrete time systems; multi-agent systems; confidence radius; consensus cluster; discrete-time model; networks; opinion dynamics; optimal heterogeneity; Analytical models; Convergence; Market research; Multi-agent systems; Numerical models; Optimization; Robots;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Automation Robotics & Vision (ICARCV), 2012 12th International Conference on
Conference_Location
Guangzhou
Print_ISBN
978-1-4673-1871-6
Electronic_ISBN
978-1-4673-1870-9
Type
conf
DOI
10.1109/ICARCV.2012.6485160
Filename
6485160
Link To Document