Convergence and Disagreement Analysis of Opinion Dynamics

被引:0
|
作者
Wang, Yinghui [1 ]
机构
[1] Chinese Acad Sci, Key Lab Syst & Control, Acad Math & Syst Sci, Beijing 100190, Peoples R China
来源
2014 33RD CHINESE CONTROL CONFERENCE (CCC) | 2014年
关键词
Opinion dynamics; stubborn agents; convergence; fluctuation; MULTIAGENT SYSTEMS;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Recently, opinion dynamics have drawn much attention with mathematical and simulation analysis. In this paper, we propose a second-order opinion model composed of stubborn agents and regular agents as well as internal opinion dynamics. We first consider the opinion evolution and fluctuation analysis, and then obtain that the steady-state expectation value of the regular agents, which depend on the interaction topology and the stubborn agents, though the regular agents keep fluctuating. Then we also give an estimation of disagreement for the regular agents based on variance for this opinion dynamics model.
引用
收藏
页码:2893 / 2897
页数:5
相关论文
共 50 条
  • [41] Opinion Dynamics With Decaying Confidence: Application to Community Detection in Graphs
    Morarescu, Irinel-Constantin
    Girard, Antoine
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2011, 56 (08) : 1862 - 1873
  • [42] Opinion dynamics with the increasing peer pressure and prejudice on the signed graph
    He, Guang
    Zhang, Wenbing
    Liu, Jing
    Ruan, Haoyue
    NONLINEAR DYNAMICS, 2020, 99 (04) : 3421 - 3433
  • [43] MULTIAGENT OPINION DYNAMICS OF BOUNDED CONFIDENCE WITH NONLOCAL AGGREGATIVE INTERACTION
    Zhang, Jiangbo
    Hong, Yiguang
    Hu, Xiaoming
    SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2017, 55 (04) : 2543 - 2573
  • [44] Convergence of Opinion Dynamics With Heterogeneous Asymmetric Saturation Levels and Time-Varying Delays
    Zou, Yao
    Wang, Wei
    Xia, Kewei
    Zuo, Zongyu
    IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2024, 11 (03): : 3189 - 3198
  • [46] Finite-time convergence of opinion dynamics in homogeneous asymmetric bounded confidence models
    Bernardo, C.
    Altafini, C.
    Vasca, F.
    EUROPEAN JOURNAL OF CONTROL, 2022, 68
  • [47] Consensus versus persistence of disagreement in opinion formation: the role of zealots
    Colaiori, Francesca
    Castellano, Claudio
    JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, 2016,
  • [48] Analysis and Application of Bounded Confidence Opinion Dynamics With Universal Gravitation-like
    Liu Q.-S.
    Xi X.-M.
    Chai L.
    Zidonghua Xuebao/Acta Automatica Sinica, 2023, 49 (09): : 1967 - 1975
  • [49] Opinion Dynamics With Heterogeneous Multiple Interdependent Topics on the Signed Social Networks
    He, Guang
    Shen, Ziwen
    Huang, Tingwen
    Zhang, Wenbing
    Wu, Xiaotai
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 53 (10): : 6181 - 6193
  • [50] Interplay Between Homophily-Based Appraisal Dynamics and Influence-Based Opinion Dynamics: Modeling and Analysis
    Liu, Fangzhou
    Cui, Shaoxuan
    Mei, Wenjun
    Dorfler, Florian
    Buss, Martin
    IEEE CONTROL SYSTEMS LETTERS, 2021, 5 (01): : 181 - 186