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An Application of Chance-Constrained Model Predictive Control to Inventory Management in Hospitalary Pharmacy

Autores

Maestre, J. M. , VELARDE RUEDA, PABLO ANIBAL, JURADO FLORES, ISABEL, Ocampo-Martinez, C. , Fernandez, I. , Isla Tejera, B. , del Prado, J. R.

Publicación externa

Si

Medio

Proc IEEE Conf Decis Control

Alcance

Proceedings Paper

Naturaleza

Científica

Cuartil JCR

Cuartil SJR

Fecha de publicacion

01/01/2014

ISI

000370073806013

Abstract

Inventory management is one of the main tasks that the pharmacy department has to carry out in a hospital. It is a complex problem that requires to establish a tradeoff between different and contradictory optimization criteria. The complexity of the problem is increased due to the constraints that naturally arise in this type of applications. In this paper, which corresponds to preliminary works performed to implement advanced control techniques for pharmacy management in two Spanish hospitals, we propose and assess chance constrained model predictive control (CC-MPC) as a mean to relieve this issue.