A flexible discrete optimization approach to the physician scheduling problem

被引:41
作者
Bruni, Renato [1 ]
Detti, Paolo [2 ]
机构
[1] Sapienza Univ Roma, Dip Ingn Informat Automat & Gest, Via Ariosto 25, I-00185 Rome, Italy
[2] Univ Siena, Dip Ingn Informaz & Sci Matemat, I-53100 Siena, Italy
关键词
Staff scheduling; Personnel scheduling; Physicians; Rostering; Mixed Integer Linear model;
D O I
10.1016/j.orhc.2014.08.003
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Personnel scheduling deals with the attribution of a number of duty shifts to a number of workers respecting several types of requirements. In this work, the problem of scheduling physicians in health care departments is studied. This problem is NP-hard, and we propose a flexible Mixed Integer Linear Programming formulation that allows easy modifications for representing different situations and scenarios. This formulation can be solved to optimality by a standard Branch-and-Cut procedure even for very long planning horizons. A real-world case study is considered. A comparison of the solutions obtained by the proposed approach with the solutions currently adopted in the considered structure is presented. Results are very encouraging both from the schedule quality (e. g., workload balancing) and from the computational point of view. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:191 / 199
页数:9
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