Opinion Dynamics in Multiagent Systems with Optimal Choice of Opinion Verification Moments

被引:0
|
作者
Gao, Jingjing [1 ]
Parilina, E. M. [1 ]
机构
[1] St Petersburg State Univ, Fac Appl Math & Control Proc, St Petersburg, Russia
基金
俄罗斯科学基金会;
关键词
opinion dynamics; social network; linear-quadratic costs; optimal opinion verification moments;
D O I
10.1134/S1064562423600732
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
A model of opinion dynamics in a social network that is a multiagent system with a finite number of agents is considered. There is a center influencing the agents ' opinions by applying control, which is an influence level at every time. The center ' s costs are represented by a linear-quadratic function of a state variable (agents ' opinions) and its controls. The center of influence aims to choose a finite number of opinion verification moments to compare the agents ' opinions with the target one. A solution method for this dynamic problem on a finite time interval is proposed and implemented. In numerical simulation, we show how to find optimal opinion verification moments and the corresponding optimal state trajectories and controls.
引用
收藏
页码:S75 / S85
页数:11
相关论文
共 50 条
  • [31] An adaptive group decision making framework: Individual and local world opinion based opinion dynamics
    Dong, Qingxing
    Sheng, Qi
    Martinez, Luis
    Zhang, Zhen
    INFORMATION FUSION, 2022, 78 : 218 - 231
  • [32] An analytic study of opinion dynamics in multi-agent systems
    Monica, Stefania
    Bergenti, Federico
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2017, 73 (10) : 2272 - 2284
  • [33] Opinion Dynamics Control and Consensus in a Social Network
    Wang, Chen
    Mazalov, V. V.
    Gao, Hongwei
    AUTOMATION AND REMOTE CONTROL, 2021, 82 (06) : 1107 - 1117
  • [34] Managing consensus based on leadership in opinion dynamics
    Dong, Yucheng
    Ding, Zhaogang
    Martinez, Luis
    Herrera, Francisco
    INFORMATION SCIENCES, 2017, 397 : 187 - 205
  • [35] Fast Evaluation for Relevant Quantities of Opinion Dynamics
    Xu, Wanyue
    Bao, Qi
    Zhang, Zhongzhi
    PROCEEDINGS OF THE WORLD WIDE WEB CONFERENCE 2021 (WWW 2021), 2021, : 2037 - 2045
  • [36] Opinion Dynamics Control and Consensus in a Social Network
    V. V. Chen Wang
    Automation and Remote Control, 2021, 82 : 1107 - 1117
  • [37] Models of Opinion Dynamics and Mill-Style Arguments for Opinion Diversity
    Baumgaertner, Bert
    HISTORICAL SOCIAL RESEARCH-HISTORISCHE SOZIALFORSCHUNG, 2018, 43 (01): : 210 - 233
  • [38] Opinion Dynamics with Popularity and Similarity
    Zhao, Jiuhua
    Liu, Qipeng
    Wang, Xiaofan
    2013 32ND CHINESE CONTROL CONFERENCE (CCC), 2013, : 7111 - 7114
  • [39] Opinion Fluctuation and Fashion Phenomena of A Long-Range Opinion Dynamics
    Chen, Zihan
    2015 34TH CHINESE CONTROL CONFERENCE (CCC), 2015, : 9152 - 9156
  • [40] Impact of memory on opinion dynamics
    Jedrzejewski, Arkadiusz
    Sznajd-Weron, Katarzyna
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2018, 505 : 306 - 315