DocumentCode
760674
Title
Hedging-point production control with multiple failure modes
Author
Glasserman, Paul
Author_Institution
Graduate Sch. of Bus., Columbia Univ., New York, NY, USA
Volume
40
Issue
4
fYear
1995
fDate
4/1/1995 12:00:00 AM
Firstpage
707
Lastpage
712
Abstract
We consider the control of a production facility subject to multiple failure modes. Motivated by a work of Akella-Kumar (1986) and Bielecki-Kumar (1988) on single-failure-mode models, we study hedging-point policies, in which production is controlled to its maximum rate whenever inventory is below a critical level and set to zero whenever inventory is above that level. The maximum production rate varies with the state of the machine. Assuming that the machine state is governed by a semi-Markov process, we evaluate average and discounted inventory costs for any hedging point, thus providing a simple mechanism for identifying optimal hedging points. Our most explicit results require that intervals in which demand exceeds production are exponentially distributed. We drop the exponential assumption at the expense of obtaining asymptotics rather than exact results
Keywords
Markov processes; operations research; optimisation; production control; stock control; hedging-point production control; inventory; machine state; maximum production rate; multiple failure modes; semi-Markov process; single-failure-mode models; Automatic control; Control systems; Distributed control; Interconnected systems; Large-scale systems; Production control; Robust control; State feedback; Time varying systems; Uncertain systems;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/9.376104
Filename
376104
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