Vector opinion dynamics in a bounded confidence consensus model

被引:135
|
作者
Fortunato, S [1 ]
Latora, V
Pluchino, A
Rapisarda, A
机构
[1] Univ Bielefeld, Fak Phys, D-33501 Bielefeld, Germany
[2] Indiana Univ, Sch Informat, Bloomington, IN 47408 USA
[3] Univ Catania, Dipartimento Fis & Astron, I-95123 Catania, Italy
[4] Univ Catania, Ist Nazl Fis Nucl, Sez Catania, I-95123 Catania, Italy
来源
关键词
sociophysics; Monte Carlo simulations;
D O I
10.1142/S0129183105008126
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We study the continuum opinion dynamics of the compromise model of Krause and Hegselmann for a community of mutually interacting agents by solving numerically a rate equation. The opinions are here represented by two-dimensional vectors with real-valued components. We study the situation starting from a uniform probability distribution for the opinion configuration and for different shapes of the confidence range. In all cases, we find that the thresholds for consensus and cluster merging either coincide with their one-dimensional counterparts, or are very close to them. The symmetry of the final opinion configuration, when more clusters survive, is determined by the shape of the opinion space. If the latter is a square, which is the case we consider, the clusters in general occupy the sites of a square lattice, although we sometimes observe interesting deviations from this general pattern, especially near the center of the opinion space.
引用
收藏
页码:1535 / 1551
页数:17
相关论文
共 50 条
  • [1] Practical consensus in bounded confidence opinion dynamics
    Vasca, Francesco
    Bernardo, Carmela
    Iervolino, Raffaele
    [J]. AUTOMATICA, 2021, 129
  • [2] THE BOUNDED CONFIDENCE MODEL OF OPINION DYNAMICS
    Gomez-Serrano, Javier
    Graham, Carl
    Le Boudec, Jean-Yves
    [J]. MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES, 2012, 22 (02):
  • [3] On Bipartite Consensus of Bounded Confidence Models for Opinion Dynamics
    He, Guang
    Liu, Jing
    Wu, Yanlei
    Fang, Jian-An
    [J]. INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2020, 18 (02) : 303 - 312
  • [4] On Bipartite Consensus of Bounded Confidence Models for Opinion Dynamics
    Guang He
    Jing Liu
    Yanlei Wu
    Jian-An Fang
    [J]. International Journal of Control, Automation and Systems, 2020, 18 : 303 - 312
  • [5] A Bounded-Confidence Model of Opinion Dynamics on Hypergraphs
    Hickok, Abigail
    Kureh, Yacoub
    Brooks, Heather Z.
    Feng, Michelle
    Porter, Mason A.
    [J]. SIAM JOURNAL ON APPLIED DYNAMICAL SYSTEMS, 2022, 21 (01): : 1 - 32
  • [6] Opinion Dynamics Model with Bounded Confidence and the Sleeper Effect
    Wei, Jing
    Jia, Yuguang
    Zhu, Hengmin
    Hong, Xiaojuan
    Huang, Weidong
    [J]. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [7] Dynamics of linguistic opinion formation in bounded confidence model
    Dong, Yucheng
    Chen, Xia
    Liang, Haiming
    Li, Cong-Cong
    [J]. INFORMATION FUSION, 2016, 32 : 52 - 61
  • [8] Opinion Dynamics Model with Bounded Confidence and the Sleeper Effect
    Wei, Jing
    Jia, Yuguang
    Zhu, Hengmin
    Hong, Xiaojuan
    Huang, Weidong
    [J]. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [9] Opinion Dynamics Model with Bounded Confidence and the Sleeper Effect
    Wei, Jing
    Jia, Yuguang
    Zhu, Hengmin
    Hong, Xiaojuan
    Huang, Weidong
    [J]. Computational Intelligence and Neuroscience, 2022, 2022
  • [10] Consensus Strikes Back in the Hegselmann-Krause Model of Continuous Opinion Dynamics Under Bounded Confidence
    Lorenz, Jan
    [J]. JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, 2006, 9 (01):