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首页> 外文期刊>The Open Cybernetics & Systemics Journal >Research on Emergency Supplies Dispatching Problem Based on Genetic Algorithm
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Research on Emergency Supplies Dispatching Problem Based on Genetic Algorithm

机译：基于遗传算法的应急物资调度问题研究

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摘要

The Emergency Supplies Dispatching Problem, as an extension of Vehicle Routing Problem, is an importantsubject in emergency relief. In this paper, we focus on a specific kind of Emergency Supplies Dispatching Problem whichconsiders the accessibility of vehicles and different vehicle types. In consideration of the actual conditions, the vehicletypes may be various, and some emergency locations cannot be reached by certain types of vehicles due to the destructionof roads. Therefore, the problem addressed in this paper is more practical. We build a mathematical model of theEmergency Supplies Dispatching Problem which includes multiple depots and emergency locations, multiple kinds ofemergency supplies and multiple types of vehicles. Then we adopt genetic algorithm to solve an example based on themodel. The effectiveness of the model has been proved by analyzing the computational results.
机译：应急物资调度问题作为车辆路径问题的扩展，是应急救援中的重要课题。在本文中，我们关注于一种特殊类型的紧急物资调度问题，该问题取决于车辆的可及性和不同的车辆类型。考虑到实际情况，车辆类型可能是多种多样的，并且由于道路的破坏，某些类型的车辆无法到达某些紧急位置。因此，本文解决的问题更为实际。我们建立了紧急物资配送问题的数学模型，其中包括多个仓库和紧急位置，多种紧急物资和多种类型的车辆。然后采用遗传算法对基于模型的实例进行求解。通过分析计算结果证明了该模型的有效性。

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