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Routing-Loading Balance Heuristic Algorithms for a Capacitated Vehicle Routing Problem

机译:用于电容车辆路径问题的路由加载平衡启发式算法

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Vehicle Routing Problems (VRPs) is an outstanding topic in the domain of logistics. Besides the theoretical interest of VRP, its importance arises mainly from its significant applications. A prevalent variation of the VRP called the Capacitated VRP (CVRP) assumes that vehicle capacity is limited and that the sum of demands in a route served by a vehicle should not surpass its capacity. The classical VRPs and CVRPs are classified in the category of NP-Hard problems. Therefore heuristic approaches are used in order to obtain approximate solutions to real life problems, the size of which are beyond the adequacy of exact solution algorithms. The CVRP investigated in this paper consider the optimality objective that find a set of vehicle tours in order to cover all the demands at maximum uniform vehicle utilization, simultaneously taking into account a smooth vehicle loading throughout the vehicle fleet. The principle procedure of the algorithm presented in this paper is a suitable neighborhood search scheme that seeks to decrease most of the deviation between the maximum and the minimum vehicle travel times, as well as the corresponding deviation of the loading volume of the vehicles in the fleet. The paper ends with a detailed small numerical example.
机译:车辆路由问题(VRP)是物流领域的出色主题。除了VRP的理论兴趣之外,其重要性主要来自其重要应用。称为电容VRP(CVRP)的VRP的普遍变化假设车辆容量有限,并且车辆服务的路线中的需求总和不应超过其容量。经典的VRP和CVRP分类为NP-Colly问题的类别。因此,使用启发式方法来获得对现实生活问题的近似解,其大小超出了精确解决方案算法的充分性。该CVRP本文研究考虑最优的目标是找到一套车辆旅行团,以覆盖最大均匀车辆使用的所有需求,同时考虑到整个车队顺利装载汽车的汽车。本文提出的算法的原理程序,旨在减少大部分的最大值和最小值车辆行驶时间之间的偏差,以及车辆的装载量的舰队相应的偏差合适相邻搜索方案。纸张以详细的小数值示例结束。

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