Optimization of Duties Assignment in Emergency Services

Daniele Gilberti, G. Righini
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引用次数: 1

Abstract

We introduce the problem of assigning alert duties to emergency service providers, namely civil protection teams and heart surgery wards in order to evenly distribute the workload among all providers and to optimize the level of service, measured by the intervention time. We compare two different exact optimization methods to solve this kind of problems, one based on general purpose integer linear programming solvers and the other based on Lagrangean relaxation and branch-and-bound. We also present a GRASP heuristic and we show how it can be used in combination with the general-purpose solver. Experimental results are presented on instances adapted from the O.R. Library and on instances taken from real applications.
应急服务职责分配的优化
我们引入了将警戒职责分配给紧急服务提供者(即民防队和心脏外科病房)的问题,以便在所有提供者之间平均分配工作量,并以干预时间衡量优化服务水平。我们比较了两种不同的精确优化方法来解决这类问题,一种是基于通用整数线性规划解,另一种是基于拉格朗日松弛和分支定界。我们还提出了一个GRASP启发式算法,并展示了如何将其与通用求解器结合使用。给出了基于O.R.库的实例和实际应用实例的实验结果。
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