• 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