Indefinite stochastic Riccati equations

被引:53
|
作者
Hu, Y
Zhou, XY
机构
[1] Univ Rennes 1, Inst Rech Math Rennes, F-35042 Rennes, France
[2] Chinese Univ Hong Kong, Dept Syst Engn & Engn Management, Shatin, Hong Kong, Peoples R China
关键词
stochastic Riccati equation; backward stochastic differential equation; stochastic linear-quadratic optimal control;
D O I
10.1137/S0363012901391330
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper is concerned with stochastic Riccati equations (SREs), which are a class of matrix-valued, nonlinear backward stochastic differential equations (BSDEs). The SREs under consideration are, in general, indefinite, in the sense that certain parameter matrices are indefinite. This kind of equations arises from the stochastic linear-quadratic (LQ) optimal control problem with random coefficients and indefinite state and control weighting costs, the latter having profound implications in both theory and applications. While the solvability of the SREs is the key to solving the indefinite stochastic LQ control, it remains, in general, an extremely difficult, open problem. This paper attempts to solve the problem of existence and uniqueness of solutions to the indefinite SREs for a number of special, yet important, cases.
引用
收藏
页码:123 / 137
页数:15
相关论文
共 50 条
  • [21] Generalized differential Riccati equation and indefinite stochastic LQ control with cross term
    Luo, CX
    Feng, EM
    APPLIED MATHEMATICS AND COMPUTATION, 2004, 155 (01) : 121 - 135
  • [22] MULTIDIMENSIONAL INDEFINITE STOCHASTIC RICCATI EQUATIONS AND ZERO-SUM STOCHASTIC LINEAR-QUADRATIC DIFFERENTIAL GAMES WITH NON-MARKOVIAN REGIME SWITCHING
    Zhang, Panpan
    Xu, Zuo quan
    SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2024, 62 (06) : 3239 - 3265
  • [23] An iterative algorithm to solve periodic Riccati differential equations with an indefinite quadratic term
    Feng, Yantao
    Anderson, Brian D. O.
    47TH IEEE CONFERENCE ON DECISION AND CONTROL, 2008 (CDC 2008), 2008, : 339 - 344
  • [24] A low-rank solution method for Riccati equations with indefinite quadratic terms
    Benner, Peter
    Heiland, Jan
    Werner, Steffen W. R.
    NUMERICAL ALGORITHMS, 2023, 92 (02) : 1083 - 1103
  • [25] A low-rank solution method for Riccati equations with indefinite quadratic terms
    Peter Benner
    Jan Heiland
    Steffen W. R. Werner
    Numerical Algorithms, 2023, 92 : 1083 - 1103
  • [26] THE EXISTENCE OF SOLUTIONS TO THE INFINITE DIMENSIONAL ALGEBRAIC RICCATI-EQUATIONS WITH INDEFINITE COEFFICIENTS
    CHEN, SP
    LECTURE NOTES IN CONTROL AND INFORMATION SCIENCES, 1991, 159 : 43 - 50
  • [27] Modified Riccati iterative algorithms for stochastic coupled algebraic Riccati equations of linear stochastic Markovian jump systems
    Liu, Meijun
    Zhao, Xueyan
    Deng, Feiqi
    ASIAN JOURNAL OF CONTROL, 2024, 26 (04) : 1787 - 1796
  • [28] Riccati equations in the stability of retarded stochastic linear systems
    Kovalev, AA
    Kolmanovskii, VB
    Shaikhet, LE
    AUTOMATION AND REMOTE CONTROL, 1998, 59 (10) : 1379 - 1394
  • [29] Indefinite q-integrals from a method using q-Riccati equations
    Heragy, Gamela E.
    Mansour, Zeinab S. I.
    Oraby, Karima M.
    RAMANUJAN JOURNAL, 2024, 64 (03): : 881 - 914
  • [30] An iterative method for solving stochastic Riccati differential equations for the stochastic LQR problem
    Zhu, JH
    Li, KD
    OPTIMIZATION METHODS & SOFTWARE, 2003, 18 (06): : 721 - 732