Decentralized control for discrete-time mean-field systems with multiple controllers of delayed information

被引:2
作者
Qi, Qingyuan [1 ]
Liu, Zhiqiang [2 ]
Zhang, Qianqian [2 ]
Lv, Xinbei [1 ]
机构
[1] Harbin Engn Univ, Qingdao Innovat & Dev Ctr, Qingdao 266000, Peoples R China
[2] Qingdao Univ, Inst Complex Sci, Sch Automat, Qingdao, Peoples R China
基金
中国博士后科学基金;
关键词
asymmetric information control; mean-field system; orthogonal decomposition approach; Pontryagin's maximum principle; QUADRATIC OPTIMAL-CONTROL; MARKOV PERFECT EQUILIBRIA; STABILIZATION; GAMES;
D O I
10.1002/asjc.3250
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, the finite horizon asymmetric information linear quadratic (LQ) control problem is investigated for a discrete-time mean field system. Different from previous works, multiple controllers with different information sets are involved in the mean field system dynamics. The coupling of different controllers makes it quite difficult in finding the optimal control strategy. Fortunately, by applying the Pontryagin's maximum principle, the corresponding decentralized control problem of the finite horizon is investigated. The contributions of this paper can be concluded as follows: For the first time, based on the solution of a group of mean-field forward and backward stochastic difference equations (MF-FBSDEs), the necessary and sufficient solvability conditions are derived for the asymmetric information LQ control for the mean field system with multiple controllers. Furthermore, by the use of an innovative orthogonal decomposition approach, the optimal decentralized control strategy is derived, which is based on the solution to a non-symmetric Riccati-type equation.
引用
收藏
页码:753 / 767
页数:15
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