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A multi-period maximal coverage model for locating simultaneous ground and air emergency medical services facilities

机译:用于定位同时接地和空气应急医疗服务设施的多周期最大覆盖模型

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In many cases where emergency medical services are required, ground and air ambulances cooperate in a shared activity to transfer the injured from the accident scene to treatment centers. The cooperation becomes necessary, particularly where the air ambulance can not land at the accident scene, and it sometimes seems essential to make use of transfer points during the cooperation. Given that the demand pattern might change during time, it does not seem logical to formulate the problem statically. Hence, in this paper, we have presented a multi-period maximal coverage location model, which simultaneously locates the transfer points, ground ambulance stations, air ambulance stations, and allocates ambulances to them. Also, the available ambulances are moved among the established stations if required subject to demand changes during the planning horizon. Coverage is provided based on the times it takes the ambulance to arrive at the accident scene and to transfer from the accident scene to the nearest treatment center. In this research, four methods of providing service to the injured and transferring them to treatment centers have been considered. In the presented model, the inaccessibility of ambulances has been considered in light of the notion of backup coverage. Given the complexity of the problem and the impossibility to solve it optimally at large-scale problems, a heuristic algorithm with the greedy approach has been presented for solving it. The obtained computational results demonstrate the efficiency of the proposed algorithm in solving different problems as compared to CPLEX.
机译:在许多情况下,需要紧急医疗服务,地面和空中救护车在共同活动中合作,将伤害从事故现场转移到治疗中心。合作是必要的,特别是在空中救护车无法在事故现场降落的地方,在合作期间,它似乎有必要利用转移点。鉴于需求模式可能会在时间内发生变化,静态地制定问题并不符合逻辑。因此,在本文中,我们介绍了多个多周期的最大覆盖位置模型,其同时定位转移点,地面救护车站,空气救护车站,并为它们分配救护车。此外,如果需要在规划地平线期间需求变化,可用的救护车在建立的站中移动。根据救护车到达事故现场并从事故现场转移到最近的治疗中心,提供覆盖范围。在本研究中,已经考虑了向受伤和转移到治疗中心的伤害和转移到治疗中心的四种方法。在呈现的模型中,借助备份覆盖范围的概念被认为是救护车的不良。鉴于问题的复杂性以及在大规模问题上最佳地解决它的不可能性,已经提出了一种具有贪婪方法的启发式算法来解决它。所获得的计算结果表明,与CPLEX相比,所提出的算法在解决不同问题时的效率。

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