Optimal leader-following consensus of fractional opinion formation models

被引:7
|
作者
Almeida, Ricardo [1 ]
Kamocki, Rafal [2 ]
Malinowska, Agnieszka B. [3 ]
Odzijewicz, Tatiana [4 ]
机构
[1] Univ Aveiro, Ctr Res & Dev Math & Applicat CIDMA, Dept Math, P-3810193 Aveiro, Portugal
[2] Univ Lodz, Fac Math & Comp Sci, PL-90238 Lodz, Poland
[3] Bialystok Tech Univ, Fac Comp Sci, PL-15351 Bialystok, Poland
[4] SGH Warsaw Sch Econ, Dept Math & Math Econ, PL-02554 Warsaw, Poland
关键词
Fractional calculus; Fractional differential systems; Opinion formation models; Consensus; Optimal control; CALCULUS; TUTORIAL; DYNAMICS; SYSTEM;
D O I
10.1016/j.cam.2020.112996
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper deals with a control strategy enforcing consensus in a fractional opinion formation model with leadership, where the interaction rates between followers and the influence rate of the leader are functions of deviations of opinions between agents. The fractional-order derivative determines the impact of the memory during the opinion evolution. The problem of leader-following consensus control is cast in the framework of nonlinear optimal control theory. We study a finite horizon optimal control problem, in which deviations of opinions between agents and with respect to the leader are penalized along with the control that is applied only to the leader. The existence conditions for optimal consensus control are proved and necessary optimality conditions for the considered problem are derived. The results of the paper are illustrated by some examples. (C) 2020 The Author(s). Published by Elsevier B.V.
引用
收藏
页数:16
相关论文
共 50 条
  • [41] Leader-Following Consensus for Linear and Lipschitz Nonlinear Multiagent Systems With Quantized Communication
    Zhang, Zhiqiang
    Zhang, Lin
    Hao, Fei
    Wang, Long
    IEEE TRANSACTIONS ON CYBERNETICS, 2017, 47 (08) : 1970 - 1982
  • [42] Leader-following consensus of multi-agent systems with delayed impulsive control
    Liu, Jia
    Guo, Liuxiao
    Hu, Manfeng
    Xu, Zhenyuan
    Yang, Yongqing
    IMA JOURNAL OF MATHEMATICAL CONTROL AND INFORMATION, 2016, 33 (01) : 137 - 146
  • [43] Optimal leader-following consensus under switching topologies based on event-triggered NN-based observer
    Yu, Zhen-Wei
    Ding, Li
    Kong, Zheng-Min
    Liu, Zhi-Wei
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2024, 361 (06):
  • [44] Optimal Leader-Following Consensus Control of Multi-Agent Systems: A Neural Network Based Graphical Game Approach
    Ren, Yunxiao
    Wang, Qishao
    Duan, Zhisheng
    IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2022, 9 (05): : 3590 - 3601
  • [45] Leader-following consensus of nonlinear fractional-order multi-agent systems via event-triggered control
    Wang, Fei
    Yang, Yongqing
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2017, 48 (03) : 571 - 577
  • [46] Leader-Following Formation of Switching Multirobot Systems via Internal Model
    Wang, Xiaoli
    Ni, Wei
    Wang, Xinsheng
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2012, 42 (03): : 817 - 826
  • [47] Leader-following consensus of multi-agent systems under fixed and switching topologies
    Ni, Wei
    Cheng, Daizhan
    SYSTEMS & CONTROL LETTERS, 2010, 59 (3-4) : 209 - 217
  • [48] Leader-following consensus control for linear multi-agent systems with quantized communication
    Shen, Qianyu
    Wang, Ronghao
    PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 8218 - 8223
  • [49] Global leader-following consensus of a group of general linear systems using bounded controls
    Zhao, Zhiyun
    Lin, Zongli
    AUTOMATICA, 2016, 68 : 294 - 304
  • [50] On Network-based Leader-following Consensus of Linear Multi-agent Systems
    Ding, Lei
    Zheng, Wei Xing
    2017 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2017, : 866 - 869