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首页> 外文期刊>Transportation Research >Routing design for less-than-truckload motor carriers using Ant Colony Optimization
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Routing design for less-than-truckload motor carriers using Ant Colony Optimization

机译:使用蚁群优化技术的卡车零担运输车路线设计

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摘要

One of the most important challenges that confronts less-than-truckload carriers serving many-to-many distribution networks consists of determining how to consolidate flows of small shipments. The objective is to determine a route for each origin-destination pair that minimizes the cost while still guaranteeing a certain level of service. This research studies different aspects of the problem and provides a metaheuristic algorithm (based on Ant Colony Optimization techniques) capable of solving real-life problems in a reasonable computational time. The viability of the approach has been tested with a real case in Spain and encouraging results have been obtained.
机译:服务于多对多分销网络的少于卡车的承运人面临的最重要挑战之一是确定如何合并小批货物的流动。目的是为每个起点-目的地对确定一条路由,以使成本最小化,同时仍保证一定水平的服务。这项研究研究了问题的各个方面,并提供了一种能够在合理的计算时间内解决实际问题的元启发式算法(基于蚁群优化技术)。该方法的可行性已在西班牙的一个实际案例中进行了测试,并获得了令人鼓舞的结果。

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