Linear Quadratic Optimization Problems for Linear Stochastic Systems

In this chapter as well as in the next chapters one shows how the mathematical results derived in the previous chapters are involved in the design of stabilizing controllers with some imposed performances for a wide class of linear stochastic systems. The design problem of some stabilizing controls minimizing quadratic performance criteria is studied. More precisely, this chapter deals with the so-called linear quadratic optimization problem (LQOP). LQOP has received much attention in control literature due to its wide area of applications.

[1]  V. Dragan,et al.  The linear quadratic optimization problems for a class of linear stochastic systems with multiplicative white noise and Markovian jumping , 2004, IEEE Transactions on Automatic Control.

[2]  Akira Ichikawa,et al.  Quadratic control for linear time-varying systems , 1990 .

[3]  H. Chizeck,et al.  Controllability, stabilizability, and continuous-time Markovian jump linear quadratic control , 1990 .

[4]  W. Wonham Random differential equations in control theory , 1970 .

[5]  Mark A. Shayman,et al.  Geometry of the Algebraic Riccati Equation, Part II , 1983 .

[6]  T. Morozan,et al.  Optimal stationary control for dynamic systems with Markov perturbations , 1983 .

[7]  Toader Morozan,et al.  Stability and control for linear systems with jump Markov perturbations , 1995 .

[8]  J. Willems,et al.  Robust Stabilization of Uncertain Systems , 1983 .

[9]  V. Dragan,et al.  Systems of matrix rational differential equations arising in connection with linear stochastic systems with Markovian jumping , 2003 .

[10]  Gianmario Tessitore,et al.  Some remarks on the Riccati equation arising in an optimal control problem with state- and control-dependent noise , 1992 .

[11]  A. J. Pritchard,et al.  Stability and Stabilizability of Infinite-Dimensional Systems , 1981 .

[12]  T. Sasagawa LP-stabilization problem for linear stochastic control systems with multiplicative noise , 1989 .

[13]  Xun Yu Zhou,et al.  Stochastic Linear Quadratic Regulators with Indefinite Control Weight Costs. II , 2000, SIAM J. Control. Optim..

[14]  Alain Haurie,et al.  Overtaking optimal regulation and tracking of piecewise diffusion linear systems , 1992 .

[15]  E. Ostertag Linear Matrix Inequalities , 2011 .

[16]  U. G. Haussmann,et al.  Optimal Stationary Control with State Control Dependent Noise , 1971 .

[17]  H. Antosiewicz,et al.  Differential Equations: Stability, Oscillations, Time Lags , 1967 .

[18]  H. Kushner Stochastic Stability and Control , 2012 .

[19]  Xun Yu Zhou,et al.  Linear matrix inequalities, Riccati equations, and indefinite stochastic linear quadratic controls , 2000, IEEE Trans. Autom. Control..

[20]  J. Bismut Linear Quadratic Optimal Stochastic Control with Random Coefficients , 1976 .

[21]  Jan C. Willems,et al.  Feedback stabilizability for stochastic systems with state and control dependent noise , 1976, Autom..

[22]  Filtering and controal of stochastic differential equations with unbounded coefficients , 1986 .