Title :
Continuous-Time Replenishment Under Intermittent Observability
Author :
Kogan, Konstantin ; Shnaiderman, Matan
Author_Institution :
Dept. of Manage., Bar-Ilan Univ., Ramat-Gan, Israel
fDate :
6/1/2010 12:00:00 AM
Abstract :
In this technical note we study continuous-time stochastic control of a dynamic production and replenishment system characterized by bounded control and an additive type of uncertainty. The study is motivated by problems arising in supply chains involving periodic exchange of information between a manufacturing system (supplier) and a customer (retailer). As a result, the inventories are only observed periodically while the replenishment is possible at any point of time. We identify replenishment policies for different operational conditions and show that, even for one-product-type system, the consideration of random demand over multiple update periods leads to a non-intuitive, and nontrivial, optimal production control.
Keywords :
continuous production; manufacturing systems; observability; stochastic systems; stock control; supply chains; bounded control; continuous time replenishment system; dynamic production; intermittent observability; manufacturing system; multiple update periods; one product type system; optimal production control; supply chains; Additives; Continuous production; Control systems; Manufacturing systems; Observability; Production control; Production systems; Stochastic systems; Supply chains; Uncertainty; Continuous replenishment; periodic updates; stochastic inventory control;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2010.2044276