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Heuristic Methods Applied to the Optimization School Bus Transportation Routes: A Real Case

机译:启发式方法在校车运输路线优化中的应用:一个真实案例

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The problem discussed in this paper is similar to the Vehicle Routing Problem (VRP), however new contributions are proposed. In this work a heuristic algorithm is proposed to determine the set of the Bus Stops. A new approach is proposed to construct digital maps containing the roads where the vehicles will be able to travel, since there are no digital maps of these regions. The real distances between the points are calculated and the heuristics Location Based Heuristic with some additional features was used to propose the new routes. The algorithm was named by Adapted Location Based Heuristic (ALBH). The School Transportation Problem was implemented in the State of Parana for 399 cities. We present here the results obtained for 10 of the 399 cities. The results obtained by using this approach showed improvement in daily distance performed and in the amount of the vehicles used to do the job.
机译:本文讨论的问题与车辆路径问题(VRP)相似,但是提出了新的建议。在这项工作中,提出了一种启发式算法来确定公交车站的集合。由于没有这些区域的数字地图,因此提出了一种新方法来构造包含车辆能够行驶的道路的数字地图。计算点之间的实际距离,并使用启发式基于位置的启发式方法和一些其他功能来提出新路线。该算法由自适应基于位置的启发式算法(ALBH)命名。帕拉纳州对399个城市实施了学校交通问题。在这里,我们介绍了399个城市中10个城市获得的结果。通过使用这种方法获得的结果表明,每天的行进距离和用于完成这项工作的车辆数量都有所改善。

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