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题名

Optimal control for controllable stochastic linear systems

作者
通讯作者Sun,Jingrui
发表日期
2020
DOI
发表期刊
ISSN
1292-8119
EISSN
1262-3377
卷号26
摘要
This paper is concerned with a constrained stochastic linear-quadratic optimal control problem, in which the terminal state is fixed and the initial state is constrained to lie in a stochastic linear manifold. The controllability of stochastic linear systems is studied. Then the optimal control is explicitly obtained by considering a parameterized unconstrained backward LQ problem and an optimal parameter selection problem. A notable feature of our results is that, instead of solving an equation involving derivatives with respect to the parameter, the optimal parameter is characterized by a matrix equation.
关键词
相关链接[Scopus记录]
收录类别
SCI ; EI
语种
英语
学校署名
通讯
资助项目
NSFC[14401556,11901280,61873325,11831010] ; SUST start-up funds["Y01286120","Y01286220"]
WOS研究方向
Automation & Control Systems ; Mathematics
WOS类目
Automation & Control Systems ; Mathematics, Applied
WOS记录号
WOS:000600212900002
出版者
EI入藏号
20205209668694
EI主题词
Linear systems ; Stochastic systems ; Optimal control systems ; Riccati equations ; Matrix algebra ; Stochastic control systems ; Quadratic programming
EI分类号
Control Systems:731.1 ; Algebra:921.1 ; Calculus:921.2 ; Systems Science:961
ESI学科分类
MATHEMATICS
Scopus记录号
2-s2.0-85097889761
来源库
Scopus
引用统计
被引频次[WOS]:7
成果类型期刊论文
条目标识符http://sustech.caswiz.com/handle/2SGJ60CL/210769
专题理学院_数学系
深圳国际数学中心(杰曼诺夫数学中心)(筹)
作者单位
1.Department of Statistics and Finance,University of Science and Technology of China,Hefei, Anhui,230026,China
2.Department of Mathematics,Southern University of Science and Technology,Shenzhen, Guangdong,518055,China
3.Department of Mathematics and SUSTech International Center for Mathematics,Southern University of Science and Technology,Shenzhen, Guangdong,518055,China
通讯作者单位数学系
推荐引用方式
GB/T 7714
Bi,Xiuchun,Sun,Jingrui,Xiong,Jie. Optimal control for controllable stochastic linear systems[J]. ESAIM - Control, Optimisation and Calculus of Variations,2020,26.
APA
Bi,Xiuchun,Sun,Jingrui,&Xiong,Jie.(2020).Optimal control for controllable stochastic linear systems.ESAIM - Control, Optimisation and Calculus of Variations,26.
MLA
Bi,Xiuchun,et al."Optimal control for controllable stochastic linear systems".ESAIM - Control, Optimisation and Calculus of Variations 26(2020).
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