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
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