CO-EVOLUTION OF OPINION AND STRATEGY IN PERSUASION DYNAMICS: AN EVOLUTIONARY GAME THEORETICAL APPROACH

被引:26
|
作者
Ding, Fei [1 ]
Liu, Yun
Li, Yong
机构
[1] Beijing Jiaotong Univ, Sch Elect & Informat Engn, Beijing 100044, Peoples R China
来源
关键词
Evolutionary game theory; opinion dynamics; strategy dynamics; MAJORITY-RULE; MODEL;
D O I
10.1142/S0129183109013728
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, a new model of opinion formation within the framework of evolutionary game theory is presented. The model simulates strategic situations when people are in opinion discussion. Heterogeneous agents adjust their behaviors to the environment during discussions, and their interacting strategies evolve together with opinions. In the proposed game, we take into account payoff discount to join a discussion, and the situation that people might drop out of an unpromising game. Analytical and emulational results show that evolution of opinion and strategy always tend to converge, with utility threshold, memory length, and decision uncertainty parameters influencing the convergence time. The model displays different dynamical regimes when we set differently the rule when people are at a loss in strategy.
引用
收藏
页码:479 / 490
页数:12
相关论文
共 50 条
  • [31] Co-Evolution in the Successful Learning of Backgammon Strategy
    Jordan B. Pollack
    Alan D. Blair
    Machine Learning, 1998, 32 : 225 - 240
  • [32] Co-evolution in the successful learning of backgammon strategy
    Pollack, JB
    Blair, AD
    MACHINE LEARNING, 1998, 32 (03) : 225 - 240
  • [33] Co-Evolution in the successful learning of backgammon strategy
    Computer Science Department, Volen Center for Complex Systems, Brandeis University, Waltham, MA 02254
    不详
    Mach Learn, 3 (225-240):
  • [34] Investigating the co-evolution of node reputation and edge-strategy in prisoner's dilemma game
    Zhu, Peican
    Wang, Xiaoyu
    Jia, Danyang
    Guo, Yangming
    Li, Shudong
    Chu, Chen
    APPLIED MATHEMATICS AND COMPUTATION, 2020, 386 (386)
  • [35] Co-evolution for communication: An EHW approach
    Damavandi, Yasser Baleghi
    Mohammadi, Karim
    JOURNAL OF UNIVERSAL COMPUTER SCIENCE, 2007, 13 (09) : 1300 - 1308
  • [36] An evolutionary approach to understanding international business activity: The co-evolution of MNEs and the institutional environment
    John Cantwell
    John H Dunning
    Sarianna M Lundan
    Journal of International Business Studies, 2010, 41 : 567 - 586
  • [37] An evolutionary approach to understanding international business activity: The co-evolution of MNEs and the institutional environment
    Cantwell, John
    Dunning, John H.
    Lundan, Sarianna M.
    JOURNAL OF INTERNATIONAL BUSINESS STUDIES, 2010, 41 (04) : 567 - 586
  • [38] The Co-Evolution Model for Social Network Evolving and Opinion Migration
    Gu, Yupeng
    Sun, Yizhou
    Gao, Jianxi
    KDD'17: PROCEEDINGS OF THE 23RD ACM SIGKDD INTERNATIONAL CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, 2017, : 175 - 184
  • [39] Co-evolution Dynamics Between Individual Strategy and Gaming Environment Under the Feedback Control
    Liu, Siyuan
    Zhang, Jianlei
    COMPUTATIONAL COLLECTIVE INTELLIGENCE, PT I, 2019, 11683 : 451 - 462
  • [40] Evolutionary game theoretical approach for order problem
    Oura, H
    SOCIOLOGICAL THEORY AND METHODS, 2003, 18 (02) : 133 - 152