Department of Industrial Engineering, Cukurova University, Adana, Turkey.
J Med Syst. 2012 Apr;36(2):491-6. doi: 10.1007/s10916-010-9494-z. Epub 2010 Apr 27.
In this study, a mathematical programming model is proposed for scheduling problem of nurses' labor shifts. The developed mathematical programming model's aim is to minimize nurses' total idle waiting time during a week planning horizon. In this model, investigated constraints are as follows: (1) Maximum total working time a week for each nurse must not be exceeded. (2) After a nurse works a shift, the nurse can be assigned to another shift after two shifts at least. This constraints-set ensures resting of the nurse after the nurse works a shift. (3) Total number of nurses worked for each shift must be controlled with maximum and minimum bounds given for number of nurses for each shift. In this manner, total number of nurses worked for each shift is between maximum and minimum limit-values given for each shift. This constraint ensures flexibility to the user to determine number of nurses for each shift. (4) The decision variable that shows nurse-shift assignment pairs is 0 or 1. In this study, maximum total working time a week for a nurse, total number of nurses in a health service, maximum and minimum numbers of nurses worked a shift are user-specified parameters. In this way, this model can be adapted for the studies with different values of these parameters. In this study, the developed model is illustrated using a numerical example and then LINGO8.0 software is used to ensure the global optimum solution of the developed model. Results and also sensitivity analysis carried out for this example are presented in the study.
在本研究中,提出了一个用于护士轮班调度问题的数学规划模型。所开发的数学规划模型的目的是在一周的规划周期内最小化护士的总空闲等待时间。在这个模型中,研究了以下约束条件:(1)每个护士每周的总工作时间不得超过最大值。(2)护士完成一轮班后,至少要经过两轮班才能被分配到另一轮班。这个约束条件集确保护士在轮班后得到休息。(3)每班的护士总人数必须控制在最大和最小界限内,每班的护士人数都有给定的最大值和最小值。这样,每班的护士总人数就可以在给定的最大值和最小值之间灵活调整。这个约束条件确保了用户可以灵活地确定每班的护士人数。(4)表示护士-轮班分配对的决策变量为 0 或 1。在本研究中,护士每周的最大总工作时间、卫生服务中的护士总数、每班最大和最小的护士人数是用户指定的参数。这样,这个模型可以适应这些参数具有不同值的研究。在本研究中,使用一个数值示例说明了所开发的模型,然后使用 LINGO8.0 软件来确保所开发模型的全局最优解。在研究中展示了这个示例的结果和敏感性分析。