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Continuous variable control approach for home care crew scheduling

机译:用于家庭护理人员调度的连续变量控制方法

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The home care crew scheduling problem (HCCSP) is defined as a dynamic routing and scheduling problem with caretakers' fixed appointments, and therefore has many similarities with the vehicle routing problem with time windows. Considering frequent demand changes regarding resource priorities, appointment alterations, and time windows in HCCSP, the control theoretic approach with discrete event distributed simulation provide substantial benefits by offering real-time response to demand changes. We develop dynamic models for HCCSP with dynamic patient appointments, and explain dynamics that span from controlling crew work times to home-visit scheduling. Also, the real-time feedback control algorithm is proposed to solve HCCSP, where it is performed based on the time-scaled approach that possibly eliminates the need for directly synchronizing events and thereby eliminates the complexity associated with discrete event distributed simulation approaches.
机译:家庭护理人员调度问题(HCCSP)被定义为具有看护者固定约会的动态路由和调度问题,因此与带有时间窗的车辆路由问题有很多相似之处。考虑到HCCSP中有关资源优先级,约会变更和时间窗口的频繁需求变化,具有离散事件分布模拟的控制理论方法通过提供对需求变化的实时响应而提供了实质性的好处。我们为HCCSP开发了具有动态患者预约功能的动态模型,并解释了从控制乘员工作时间到家庭就诊时间表的动态过程。此外,提出了实时反馈控制算法来解决HCCSP,该算法基于时标方法执行,这可能消除了直接同步事件的需求,从而消除了与离散事件分布式仿真方法相关的复杂性。

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