DocumentCode
850963
Title
The optimum stochastic control for a problem with random cost incursion times
Author
Wenk, Carl J.
Author_Institution
Analysis and Technology, Incorporated, North Stonington, CT, USA
Volume
31
Issue
10
fYear
1986
fDate
10/1/1986 12:00:00 AM
Firstpage
978
Lastpage
980
Abstract
A sequential stochastic control problem is considered in which the performance criterion cost is incremented periodically at random times. Although these cost incursion times are unknown, they are governed by a known prior probability density function. The optimum Bayesian control decision strategy is obtained by solving the stochastic dynamic programming equation. As anticipated, the solution exhibits a type of separation principle.
Keywords
Bayes procedures; Discrete-time systems; Dynamic programming; Stochastic optimal control, linear systems; Bayesian methods; Cost function; Data mining; Dynamic programming; Equations; Monitoring; Observers; Probability density function; Stochastic processes; Vectors;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.1986.1104135
Filename
1104135
Link To Document