Achieving Consensus of Opinion Dynamics in Networks with Stubborn Individuals

被引:0
作者
Wen, Jialin [1 ]
Yan, Han [2 ,3 ]
Wang, Xinghu [1 ]
Ji, Haibo [1 ]
机构
[1] Univ Sci & Technol China, Dept Automat, Hefei, Peoples R China
[2] Beijing Inst Control Engn, Sci & Technol Space Intelligent Control Lab, Beijing, Peoples R China
[3] Beijing SunWise Space Technol Ltd, Beijing, Peoples R China
来源
2020 CHINESE AUTOMATION CONGRESS (CAC 2020) | 2020年
基金
北京市自然科学基金; 中国国家自然科学基金;
关键词
Opinion dynamics; stubborn individuals; opinion consensus; integral action; SOCIAL-INFLUENCE;
D O I
10.1109/CAC51589.2020.9327761
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The focus of this paper is to achieve opinion consensus for the opinion dynamics model in the network with stubborn individuals. It has been shown in most of the existing works that the opinion dynamics model in the network with stubborn individuals usually could not achieve opinion consensus. In contrast with these results, by adding an integral term that describes the historical knowledge of the neighboring opinions, we propose a modified model of the existing Taylor's model. The primary feature of this modified model is that as long as the underlying graph is connected, opinion consensus can be realized in the network with stubborn individuals. we prove this opinion consensus by employing a Lyapunov function based method. Finally, we present an example to illustrate our main result.
引用
收藏
页码:6639 / 6644
页数:6
相关论文
共 22 条
  • [1] Recent Advances in the Modelling and Analysis of Opinion Dynamics on Influence Networks
    Anderson, Brian D. O.
    Ye, Mengbin
    [J]. INTERNATIONAL JOURNAL OF AUTOMATION AND COMPUTING, 2019, 16 (02) : 129 - 149
  • [2] [Anonymous], 1964, Contributions to Mathematical Psychology
  • [3] CONTINUOUS-TIME AVERAGE-PRESERVING OPINION DYNAMICS WITH OPINION-DEPENDENT COMMUNICATIONS
    Blondel, Vincent D.
    Hendrickx, Julien M.
    Tsitsiklis, John N.
    [J]. SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2010, 48 (08) : 5214 - 5240
  • [4] REACHING A CONSENSUS
    DEGROOT, MH
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1974, 69 (345) : 118 - 121
  • [5] Control via Leadership of Opinion Dynamics with State and Time-Dependent Interactions
    Dietrich, Florian
    Martin, Samuel
    Jungers, Marc
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2018, 63 (04) : 1200 - 1207
  • [6] SOCIAL-INFLUENCE AND OPINIONS
    FRIEDKIN, NE
    JOHNSEN, EC
    [J]. JOURNAL OF MATHEMATICAL SOCIOLOGY, 1990, 15 (3-4) : 193 - 205
  • [7] The Problem of Social Control and Coordination of Complex Systems in Sociology A LOOK AT THE COMMUNITY CLEAVAGE PROBLEM
    Friedkin, Noah E.
    [J]. IEEE CONTROL SYSTEMS MAGAZINE, 2015, 35 (03): : 40 - 51
  • [8] Tracking control for multi-agent consensus with an active leader and variable topology
    Hong, Yiguang
    Hu, Jiangping
    Gao, Linxin
    [J]. AUTOMATICA, 2006, 42 (07) : 1177 - 1182
  • [9] Hunter D. S., 2018, ARXIV180611253
  • [10] Khalil H., 2002, Nonlinear Systems