TY - JOUR
T1 - A finite-horizon, stochastic optimal control policy for a production-inventory system with backlog-dependent lost sales
AU - Singer, Gonen
AU - Khmelnitsky, Eugene
PY - 2010/12
Y1 - 2010/12
N2 - This article considers a problem of optimal production control of a one-product-type production-inventory system. The demand is a discrete-time stochastic process, while production of a limited capacity is continious in time. The dynamics of the inventory over a finite time horizon are investigated and an optimal feedback strategy for production control under a backlog-dependent lost sales effect is developed. This strategy is called a target level strategy since, contrary to the existing production-inventory control strategies, it determines an optimal target inventory level as a function of time period and the initial stock at that period. Numerical examples illustrate the applicability of the developed solutions.
AB - This article considers a problem of optimal production control of a one-product-type production-inventory system. The demand is a discrete-time stochastic process, while production of a limited capacity is continious in time. The dynamics of the inventory over a finite time horizon are investigated and an optimal feedback strategy for production control under a backlog-dependent lost sales effect is developed. This strategy is called a target level strategy since, contrary to the existing production-inventory control strategies, it determines an optimal target inventory level as a function of time period and the initial stock at that period. Numerical examples illustrate the applicability of the developed solutions.
KW - Inventory control
KW - feedback optimal control
KW - lost sales
KW - perturbation analysis
KW - state-co-state dynamics
KW - stochastic modeling
UR - http://www.scopus.com/inward/record.url?scp=77957897809&partnerID=8YFLogxK
U2 - 10.1080/0740817x.2010.491498
DO - 10.1080/0740817x.2010.491498
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AN - SCOPUS:77957897809
SN - 0740-817X
VL - 42
SP - 855
EP - 864
JO - IIE Transactions (Institute of Industrial Engineers)
JF - IIE Transactions (Institute of Industrial Engineers)
IS - 12
ER -