• DocumentCode
    2243335
  • Title

    Intervention of DeGroot model by soft control

  • Author

    Han, Huawei ; Qiang, Chengcang ; Wang, Caiyun ; Han, Jing

  • Author_Institution
    Key Laboratory of Systems and Control, Institute of Systems Science, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100190, P.R. China
  • fYear
    2015
  • fDate
    28-30 July 2015
  • Firstpage
    1291
  • Lastpage
    1296
  • Abstract
    Opinion dynamics study the consensus or disagreement of group opinions. Consensus can be achieved under some circumstances. But when the consensus opinion is not what we expect, how can we intervene the system? In this paper a mechanism named soft control is first introduced in opinion dynamics to guide the group´s opinion when the population are given and play rules are not allowed to change. According to the idea of soft control, one or several agents called shills are added to the group, then they act and are treated as normal agents. It´s proved that the change of collective opinion is affected by the initial opinion and influential value of the shill, as well as how the shill connect to normal agents. An interesting and surprising phenomenon is discovered: when the shill connects to an agent (or virtual agent) whose initial opinion is larger (or smaller) than the original collective opinion, even though the shill´s opinion is smaller (or larger) than the original collective opinion, the new collective opinion value will be larger (or smaller) than the original one.
  • Keywords
    Analytical models; Control systems; Eigenvalues and eigenfunctions; Lattices; Mathematical model; Multi-agent systems; Standards; DeGroot model; consensus; intervention strategy; opinion dynamics; soft control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2015 34th Chinese
  • Conference_Location
    Hangzhou, China
  • Type

    conf

  • DOI
    10.1109/ChiCC.2015.7259820
  • Filename
    7259820