An optimal control problem for linear SDE of mean-field type with terminal constraint and partial information

被引:4
作者
Zhang, Haiyan [1 ]
机构
[1] Shandong Jiaotong Univ, Coll Sci, Jinan, Shandong, Peoples R China
关键词
Feedback control; Filter; LQ optimal control; Necessary condition; SDE of mean-field type; STOCHASTIC DIFFERENTIAL-EQUATIONS; MAXIMUM PRINCIPLE; CORRELATED STATE; SYSTEMS;
D O I
10.1186/s13662-019-2029-0
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper is concerned with an optimal control problem for a linear stochastic differential equation (SDE) of mean-field type, where the drift coefficient of observation equation is linear with respect to the state, the control and their expectations, and the state is subject to a terminal constraint. The control problem cannot be solved by transforming it into a standard optimal control problem for an SDE without mean-field term. By virtue of a backward separation method with a decomposition technique, one optimality condition and one forward-backward filter are derived. Two linear-quadratic (LQ) optimal control problems and one cash management problem with terminal constraint and partial information are studied, and optimal feedback controls are explicitly obtained.
引用
收藏
页数:17
相关论文
共 19 条
  • [1] [Anonymous], 1998, STOCHASTIC DIFFERENT
  • [2] A MEAN-FIELD STOCHASTIC CONTROL PROBLEM WITH PARTIAL OBSERVATIONS
    Buckdahn, Rainer
    Li, Juan
    Ma, Jin
    [J]. ANNALS OF APPLIED PROBABILITY, 2017, 27 (05) : 3201 - 3245
  • [3] Discrete time mean-field stochastic linear-quadratic optimal control problems
    Elliott, Robert
    Li, Xun
    Ni, Yuan-Hua
    [J]. AUTOMATICA, 2013, 49 (11) : 3222 - 3233
  • [4] On partial-information optimal singular control problem for mean-field stochastic differential equations driven by Teugels martingales measures
    Hafayed, Mokhtar
    Abba, Abdelmadjid
    Abbas, Syed
    [J]. INTERNATIONAL JOURNAL OF CONTROL, 2016, 89 (02) : 397 - 410
  • [5] On Near-Optimal Mean-Field Stochastic Singular Controls: Necessary and Sufficient Conditions for Near-Optimality
    Hafayed, Mokhtar
    Abbas, Syed
    [J]. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2014, 160 (03) : 778 - 808
  • [6] Optimal premium policy of an insurance firm: Full and partial information
    Huang, Jianhui
    Wang, Guangchen
    Wu, Zhen
    [J]. INSURANCE MATHEMATICS & ECONOMICS, 2010, 47 (02) : 208 - 215
  • [7] Jie X., 2018, INTRO OPTIMAL CONTRO
  • [8] OPTIMAL CONTROL PROBLEM FOR RISK-SENSITIVE MEAN-FIELD STOCHASTIC DELAY DIFFERENTIAL EQUATION WITH PARTIAL INFORMATION
    Ma, Heping
    Liu, Bin
    [J]. ASIAN JOURNAL OF CONTROL, 2017, 19 (06) : 2097 - 2115
  • [9] A mean-field stochastic maximum principle via Malliavin calculus
    Meyer-Brandis, Thilo
    Oksendal, Bernt
    Zhou, Xun Yu
    [J]. STOCHASTICS-AN INTERNATIONAL JOURNAL OF PROBABILITY AND STOCHASTIC PROCESSES, 2012, 84 (5-6) : 643 - 666
  • [10] Indefinite Mean-Field Stochastic Linear-Quadratic Optimal Control
    Ni, Yuan-Hua
    Zhang, Ji-Feng
    Li, Xun
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2015, 60 (07) : 1786 - 1800