Title :
On the control of discrete-event dynamical systems
Author :
Tsitsiklis, J.N.
Author_Institution :
Massachusetts Institute of Technology, Cambridge, MA
Abstract :
We study a class of problems related to the supervisory control of a discrete-event system (DES), as formulated by Wonham and we focus on the computational effort required for their solution. While the problem of supervisory control of a perefetcly observed DES may be easily solved by dynamic programming, the problem becomes intractable (in the sense of complexity theory) when a supervisor with a minimal number of states is sought. Furthermore, supervisory control is an intractable problem, in general, when imperfectly observed systems are considered. Finally, some negative results are obtained for the control of interconnected systems consisting of a large number of subsystems.
Keywords :
Complexity theory; Control systems; Cost function; Decision theory; Discrete event systems; Dynamic programming; Interconnected systems; Laboratories; Military computing; Supervisory control;
Conference_Titel :
Decision and Control, 1987. 26th IEEE Conference on
Conference_Location :
Los Angeles, California, USA
DOI :
10.1109/CDC.1987.272853