Uncertainty and Dynamicity in Real-World Vehicle Routing (Student Abstract)

Václav Sobotka
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Abstract

Interest in vehicle routing problems (VRP) with stochastic and dynamic elements has grown in the past decade. Despite numerous contributions in this area, the handling of uncertainties and dynamic changes in complex VRPs received little attention. Based on our experience from industrial practice, we discuss why accounting for uncertainties and dynamic changes is crucial for the applicability of the produced routing plans. Then, we first identify and justify the best-suited direction to address dynamicity and uncertainties in real-world VRPs. Second, we outline the key concepts and ideas of our approach to finally demonstrate that it is realistic to implement them efficiently.
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现实世界车辆路径的不确定性和动态性(学生摘要)
在过去的十年中,人们对具有随机和动态因素的车辆路径问题的兴趣越来越大。尽管在这一领域有许多贡献,但处理复杂vrp的不确定性和动态变化却很少受到关注。根据工业实践的经验,我们讨论了为什么考虑不确定性和动态变化对生产路线计划的适用性至关重要。然后,我们首先确定并证明最适合的方向,以解决现实世界vrp中的动态性和不确定性。其次,我们概述了我们的方法的关键概念和思想,最终证明了有效实施它们是现实的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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