论文标题

两级电容车辆路由问题的集成混合整数程序模型与扩展

An integrated mixed integer program model for the two-level capacitated vehicle routing problem with extensions

论文作者

Liu, Congzheng

论文摘要

本文介绍了两级电容的车辆路由问题(2S-CVRP)。这个问题将两级垃圾箱包装问题和车辆路由问题结合在一起。该问题本身是一个NP硬性问题,可以看作是传统电容车辆路由问题(CVRP)的扩展。我们提出了此扩展名,因为它可以在物流中建模更真实的应用程序。为问题提供了混合整数程序(MIP)模型。我们的MIP模型包括在现实世界应用程序中遇到的一系列约束。该模型的有效性在人工和现实生活实例上进行了测试。

This paper introduces the two-level capacitated vehicle routing problem (2S-CVRP). This problem combines the two-level bin packing problem and the vehicle routing problem into an integrated framework. The problem itself is an NP-hard problem and it can be seen as an extension to the traditional capacitated vehicle routing problem (CVRP). We propose this extension as it enable one to model more real-life applications in logistics. A mixed integer program (MIP) model is presented for the problem. Our MIP model includes an extensive set of constraints encountered in real-world applications. The validity of the model is tested on both artificial and real-life instances.

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