Effects of heterogeneous convergence rate on consensus in opinion dynamics

被引:24
|
作者
Huang, Changwei [1 ]
Dai, Qionglin [1 ]
Han, Wenchen [1 ]
Feng, Yuee [2 ]
Cheng, Hongyan [1 ]
Li, Haihong [1 ]
机构
[1] Beijing Univ Posts & Telecommun, Sch Sci, Beijing 100876, Peoples R China
[2] Jiangsu Aviat Tech Coll, Coll Arts & Sci, Zhenjiang 212134, Peoples R China
基金
中国国家自然科学基金;
关键词
Opinion dynamics; Bounded confidence; Heterogeneous convergence rate; BOUNDED CONFIDENCE; MODEL;
D O I
10.1016/j.physa.2018.02.026
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The Deffuant model has attracted much attention in the study of opinion dynamics. Here, we propose a modified version by introducing into the model a heterogeneous convergence rate which is dependent on the opinion difference between interacting agents and a tunable parameter kappa. We study the effects of heterogeneous convergence rate on consensus by investigating the probability of complete consensus, the size of the largest opinion cluster, the number of opinion clusters, and the relaxation time. We find that the decrease of the convergence rate is favorable to decreasing the confidence threshold for the population to always reach complete consensus, and there exists optimal kappa resulting in the minimal bounded confidence threshold. Moreover, we find that there exists a window before the threshold of confidence in which complete consensus may be reached with a nonzero probability when kappa is not too large. We also find that, within a certain confidence range, decreasing the convergence rate will reduce the relaxation time, which is somewhat counterintuitive. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:428 / 435
页数:8
相关论文
共 50 条
  • [1] A Consensus Policy for Heterogeneous Opinion Dynamics
    Iervolino, Raffaele
    Vasca, Francesco
    Tangredi, Domenico
    [J]. 2018 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2018,
  • [2] OPINION FITNESS AND CONVERGENCE TO CONSENSUS IN HOMOGENEOUS AND HETEROGENEOUS POPULATIONS
    Perez-Llanos, Mayte
    Pablo Pinasco, Juan
    Saintier, Nicolas
    [J]. NETWORKS AND HETEROGENEOUS MEDIA, 2021, 16 (02) : 257 - 281
  • [3] Piecewise Quadratic Stability of Consensus in Heterogeneous Opinion Dynamics
    Iervolino, Raffaele
    Tangredi, Domenico
    Vasca, Francesco
    [J]. 2016 EUROPEAN CONTROL CONFERENCE (ECC), 2016, : 549 - 554
  • [4] OPINION DYNAMICS IN HETEROGENEOUS NETWORKS: CONVERGENCE CONJECTURES AND THEOREMS
    Mirtabatabaei, Anahita
    Bullo, Francesco
    [J]. SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2012, 50 (05) : 2763 - 2785
  • [5] Partial convergence of heterogeneous Hegselmann-Krause opinion dynamics
    SU Wei
    GU YaJuan
    WANG Sha
    YU YongGuang
    [J]. Science China Technological Sciences, 2017, (09) : 1433 - 1438
  • [6] Partial convergence of heterogeneous Hegselmann-Krause opinion dynamics
    SU Wei
    GU YaJuan
    WANG Sha
    YU YongGuang
    [J]. Science China(Technological Sciences)., 2017, 60 (09) - 1438
  • [7] Partial convergence of heterogeneous Hegselmann-Krause opinion dynamics
    Su, Wei
    Gu, YaJuan
    Wang, Sha
    Yu, YongGuang
    [J]. SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2017, 60 (09) : 1433 - 1438
  • [8] Partial convergence of heterogeneous Hegselmann-Krause opinion dynamics
    Wei Su
    YaJuan Gu
    Sha Wang
    YongGuang Yu
    [J]. Science China Technological Sciences, 2017, 60 : 1433 - 1438
  • [9] Convergence to global consensus in opinion dynamics under a nonlinear voter model
    Yang, Han-Xin
    Wang, Wen-Xu
    Lai, Ying-Cheng
    Wang, Bing-Hong
    [J]. PHYSICS LETTERS A, 2012, 376 (04) : 282 - 285
  • [10] On Convergence Rate of Weighted-Averaging Dynamics for Consensus Problems
    Nedic, Angelia
    Liu, Ji
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 62 (02) : 766 - 781