On the existence of the stabilizing solution of generalized Riccati equations arising in zero-sum stochastic difference games: the time-varying case

被引:3
作者
Aberkane, Samir [1 ,2 ]
Dragan, Vasile [3 ,4 ]
机构
[1] Univ Lorraine, CRAN, UMR 7039, Campus Sci,BP 70239, F-54506 Vanduvre Les Nancy, France
[2] CNRS, CRAN, UMR 7039, Vanduvre Les Nancy, France
[3] Romanian Acad, Inst Math Simion Stoilow, Bucharest, Romania
[4] Acad Romanian Scientists, Bucharest, Romania
关键词
Stochastic Riccati equations; stabilizing solution; stochastic control; zero-sum dynamic games; SYSTEMS;
D O I
10.1080/10236198.2020.1801661
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper, a large class of time-varying Riccati equations arising in stochastic dynamic games is considered. The problem of the existence and uniqueness of some globally defined solution, namely the bounded and stabilizing solution, is investigated. As an application of the obtained existence results, we address in a second step the problem of infinite-horizon zero-sum two players linear quadratic (LQ) dynamic game for a stochastic discrete-time dynamical system subject to both random switching of its coefficients and multiplicative noise. We show that in the solution of such an optimal control problem, a crucial role is played by the unique bounded and stabilizing solution of the considered class of generalized Riccati equations.
引用
收藏
页码:913 / 951
页数:39
相关论文
共 17 条
[1]  
Aberkane S., 2015, SIAM J CONTROL OPTIM, V34
[2]   On the Existence of the Stabilizing Solution of a Class of Periodic Stochastic Riccati Equations [J].
Aberkane, Samir ;
Dragan, Vasile .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2020, 65 (03) :1288-1294
[3]   Bounded Real Lemma for Nonhomogeneous Markovian Jump Linear Systems [J].
Aberkane, Samir .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2013, 58 (03) :797-801
[4]   H∞ filtering of periodic Markovian jump systems: Application to filtering with communication constraints [J].
Aberkane, Samir ;
Dragan, Vasile .
AUTOMATICA, 2012, 48 (12) :3151-3156
[5]  
Abou-Kandil H., 2003, Matrix Riccati equations in control and systems theory
[6]  
[Anonymous], [No title captured]
[7]  
[Anonymous], 2010, MATH METHODS ROBUST
[8]   On the bounded and stabilizing solution of a generalized Riccati differential equation arising in connection with a zero-sum linear quadratic stochastic differential game [J].
Dragan, V ;
Aberkane, S. ;
Morozan, T. .
OPTIMAL CONTROL APPLICATIONS & METHODS, 2020, 41 (02) :640-667
[9]  
Dragan V., 2010, ANN ACAD ROMANIAN MA, V2
[10]   Robust stabilisation of discrete-time time-varying linear systems with Markovian switching and nonlinear parametric uncertainties [J].
Dragan, Vasile .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2014, 45 (07) :1508-1517