Title
Optimal controller switching for stochastic systems
Abstract
This paper presents a solution to certain problems in switched controller design for stochastic dynamical systems with a quadratic cost. The main result is a separation theorem for partial information systems. This result is then used to convert the partial information stochastic control problem to a complete information stochastic control problem. We also show that certainty equivalence does not hold. The optimal sequence of controllers can be determined via an appropriate solution to a dynamic programming problem.
Year
DOI
Venue
1997
10.1109/CDC.1997.652480
Decision and Control, 1997., Proceedings of the 36th IEEE Conference
Keywords
DocType
Volume
kalman filters,riccati equations,control system synthesis,differential equations,dynamic programming,filtering theory,optimal control,state feedback,stochastic systems,complete information stochastic control problem,dynamic programming problem,optimal controller switching,partial information stochastic control problem,partial information systems,separation theorem,stochastic dynamical systems,switched controller design,stochastic control
Conference
4
ISSN
ISBN
Citations 
0191-2216
0-7803-4187-2
3
PageRank 
References 
Authors
5.02
1
4
Name
Order
Citations
PageRank
Efstratios Skafidas120032.11
Robin J. Evans21333168.58
Iven Mareels3884129.28
Anil Nerode41311387.78