Optimal production with preemption to meet stochastic demand

被引:5
作者
do Val, JBR
Salles, JLF
机构
[1] Univ Estadual Campinas, Dept Telemat, Fac Eng Eletr & Comp, BR-13081970 Campinas, SP, Brazil
[2] Univ Fed Espirito Santo, Dept Engn Eletr, BR-29060970 Vitoria, ES, Brazil
关键词
Markov decision processes; production systems; stochastic control; stochastic jump processes; capacity expansion models; investment planning; inventory control;
D O I
10.1016/S0005-1098(99)00066-7
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A control problem of a production system involving identical items is presented here. The requests for the items arrive at random, and operational costs are due to unsold items or non-supplied demand. The production rate of an item can be modified during production, and eventually the production can be interrupted, to meet the corresponding demand. This forms a Markov decision process in which one has to choose the production rate to minimize the expected value of a discounted cost. We rely on the structure of the model to provide a characterization of the optimal control, including the general qualitative behavior of solutions. Under some conditions on the data, we show that the optimal policy possesses a simple form. The model and the analysis also apply to a capacity expansion problem, and an extension to the production problem involving two types of items is pursued. (C) 1999 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:1819 / 1828
页数:10
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