期刊
COMPUTERS IN BIOLOGY AND MEDICINE
卷 72, 期 -, 页码 248-255出版社
PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.compbiomed.2015.11.011
关键词
Hospital pharmacy; Inventory management; Model predictive control; Chance constraints; Stochastic Control; Pharmacy Management Stockout Risk
类别
资金
- Junta de Andalucia (Pharmacontrol Project) [P12-TIC-2400]
One of the most important problems in the pharmacy department of a hospital is stock management. The clinical need for drugs must be satisfied with limited work labor while minimizing the use of economic resources. The complexity of the problem resides in the random nature of the drug demand and the multiple constraints that must be taken into account in every decision. In this article, chance-constrained model predictive control is proposed to deal with this problem. The flexibility of model predictive control allows taking into account explicitly the different objectives and constraints involved in the problem while the use of chance constraints provides a trade-off between conservativeness and efficiency. The solution proposed is assessed to study its implementation in two Spanish hospitals. (C) 2015 Elsevier Ltd. All rights reserved.
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