DocumentCode
838262
Title
An improved forward algorithm for optimal control of a class of hybrid systems
Author
Zhang, Ping ; Cassandras, Christos G.
Author_Institution
Dept. of Manuf. Eng., Boston Univ., MA, USA
Volume
47
Issue
10
fYear
2002
fDate
10/1/2002 12:00:00 AM
Firstpage
1735
Lastpage
1739
Abstract
Considers optimal control problems for a class of hybrid systems motivated by the structure of manufacturing environments that integrate process and operations control. We derive a new property of the optimal state trajectory structure which holds under a modified condition on the cost function. This allows us to develop a low-complexity, scalable algorithm for explicitly determining the optimal controls, which can be more efficient than the best algorithm to date, known as the forward algorithm. A numerical example is included to illustrate the efficacy of the proposed algorithm, and to compare it with the forward algorithm.
Keywords
discrete event systems; manufacturing processes; optimal control; optimisation; process control; queueing theory; cost function; event-driven dynamics; forward algorithm; hybrid systems; low-complexity scalable algorithm; manufacturing environments; operations control; optimal control; optimal state trajectory structure; process control; time-driven dynamics; Constraint optimization; Control systems; Cost function; Difference equations; Differential equations; Discrete event systems; Dynamic programming; Manufacturing processes; Optimal control; Process control;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.2002.803549
Filename
1039813
Link To Document