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 :
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