Inventory management of perishable items in long-term humanitarian operations using Markov Decision Processes

Ferreira, Guilherme O., Arruda, Edilson F. and Marujo, Lino G. (2018) Inventory management of perishable items in long-term humanitarian operations using Markov Decision Processes. International Journal of Disaster Risk Reduction, 31, 460-469. (doi:10.1016/j.ijdrr.2018.05.010).

Abstract

Humanitarian organizations often rely on donations of goods to keep their operations running for a long period. However, the donation of perishable goods, such as food and medicine, is a great challenge for logistic managers of such organizations, since deteriorated items may impose a threat to the population, if used incorrectly, and a huge cost for humanitarian operations, due the difficulties underlying their disposal policies. This paper aims at developing a decision making model for inventory management of perishable goods for long term humanitarian operations, using Markov Decision Process. Our model allows managers to ensure that the goods in the inventory are proper for consumption without necessarily keeping track of individual expiration dates for each item in the inventory. To illustrate the approach, we propose experiments to demonstrate how different shelf lives can affect the optimal ordering policies of critical perishable goods, such as blood packs or medicine, in humanitarian operations.

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Contributors

Author: Edilson F. Arruda

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