Title :
Discrete-time indefinite stochastic linear quadratic optimal control with equality constraints
Author :
Guiling Li ; Weihai Zhang
Author_Institution :
Coll. of Inf. Sci. & Eng., Shandong Univ. of Sci. & Technol., Qingdao, China
Abstract :
This paper studies the discrete-time indefinite stochastic linear quadratic optimal control problem with the equality terminal state constraints,which can be transformed into a mathematical programming with equality constraints. By means of matrix Lagrange theorem, a necessary condition for the existence of optimal linear state feedback control is given. The previous results on discrete-time stochastic linear quadratic optimal control without constraints, can be viewed as corollaries of the main theorem of this paper.
Keywords :
discrete time systems; linear quadratic control; mathematical programming; matrix algebra; state feedback; stochastic systems; discrete-time indefinite stochastic linear quadratic optimal control; equality terminal state constraint; mathematical programming; matrix Lagrange theorem; necessary condition; optimal linear state feedback control; Educational institutions; Lagrangian functions; Mathematical programming; Optimal control; State feedback; Symmetric matrices; Vectors; Discrete-time indefinite LQ control; equality constraints; generalized differential Riccati equation; matrix Lagrange theorem;
Conference_Titel :
Control and Decision Conference (CCDC), 2013 25th Chinese
Conference_Location :
Guiyang
Print_ISBN :
978-1-4673-5533-9
DOI :
10.1109/CCDC.2013.6561839