Title :
Numerical solution for optimal regulation of stochastic hereditary systems with multiple discrete delays
Author :
Germani, A. ; Manes, C. ; Pepe, P.
Author_Institution :
Dipartimento di Ingegneria Elettrica, l´´Aquila Univ., Italy
Abstract :
An approximation scheme for the solution of the linear quadratic Gaussian control problem for general hereditary systems is developed. The proposed solution is achieved by the definition of two approximating subspaces: the first one to approximate the Riccati equation for the control and the second one to approximate the filtering equations. Such subspaces being finite dimensional the resulting filtering and feedback equations can be easily implemented. An example of application to an unstable delay system is also reported, showing high performance of this method
Keywords :
Riccati equations; approximation theory; convergence; delays; distributed parameter systems; feedback; filtering theory; linear quadratic Gaussian control; stochastic systems; Riccati equation; approximation scheme; feedback equations; filtering equations; linear quadratic Gaussian control problem; multiple discrete delays; optimal regulation; stochastic hereditary systems; Control systems; Convergence; Delay systems; Filtering; Infinite horizon; Optimal control; Riccati equations; Spline; Stochastic systems; Symmetric matrices;
Conference_Titel :
Decision and Control, 1995., Proceedings of the 34th IEEE Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-2685-7
DOI :
10.1109/CDC.1995.480348