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Patient scheduling with periodic deteriorating maintenance on single medical device

机译:在单个医疗设备上进行定期恶化维护的患者调度

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摘要

In this paper, we study a patient scheduling problem with periodic deteriorating maintenance. The objective is to minimize the number of tardy medical treatment of all the patients. A binary integer programming model is developed to characterize the problem. A three-phase heuristic based on Moore's algorithm is proposed for the problem. Numerical experiments are performed to demonstrate the effectiveness of the proposed heuristic. Results show that the proposed heuristic is able to obtain a relatively good solution in a short computation time. The impact of the key parameters on the performance of the proposed heuristic is discussed. Finally, we develop an earliest due date (EDD) rule based heuristic to optimize another objective, the maximum tardiness, which is more applicable when fairness among patients is considered.
机译:在本文中,我们研究了定期维护恶化的患者调度问题。目的是最小化所有患者的迟到药物治疗的数量。开发了二进制整数编程模型来表征该问题。针对该问题,提出了一种基于摩尔算法的三相启发式算法。进行数值实验以证明所提出的启发式方法的有效性。结果表明,所提出的启发式算法能够在较短的计算时间内获得相对较好的解决方案。讨论了关键参数对所提出的启发式算法性能的影响。最后,我们开发了基于最早到期日(EDD)规则的启发式算法,以优化另一个目标,即最大迟到性,这在考虑患者之间的公平性时更适用。

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