无人机运输服务的最优路径和调度

IF 3.3 3区 工程技术 Q2 TRANSPORTATION
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引用次数: 0

摘要

在物流行业,无人驾驶飞行器(UAV)大多用于最后一英里配送,并与其他类型的飞行器结合使用。目前,台湾还没有一家运营商完全依赖无人机来提供货物配送服务。因此,本研究利用网络流量技术和数学编程方法,提出了无人机的路由和调度模型。该模型必须满足所有预先请求,并确保相关操作约束。该模型旨在最大限度地降低总运营成本。为有效解决实践中可能出现的大型问题,本研究开发了一种放松-修正启发式。通过数值测试,初步检验了该模型和启发式算法是否能在实际中应用。测试结果表明,所提出的模型和求解算法是有效的,因此可用于无人机运营商执行交付路由和调度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal routing and scheduling of unmanned aerial vehicles for delivery services

In the logistics industry, unmanned aerial vehicles (UAVs) are mostly used for last-mile delivery, in combination with other types of vehicles. There is currently no operator in Taiwan that is completely reliant upon the usage of UAVs for cargo delivery services. Therefore, this study proposes a routing and scheduling model for UAVs by utilizing the network flow technique and mathematical programming methods. All advance requests must be satisfied, and the related operating constraints ensured in the model. The model aims to minimize the total operating cost. To effectively solve large problems that may occur in practice, this study develops a relax-and-fix heuristic. Numerical tests are conducted to preliminarily examine whether the model, coupled with the heuristic algorithm, could be applied in practice. The test results indicate that the proposed model and solution algorithm are effective and thus could be useful for UAV operators to perform delivery routing and scheduling.

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来源期刊
CiteScore
6.40
自引率
14.30%
发文量
79
审稿时长
>12 weeks
期刊介绍: Transportation Letters: The International Journal of Transportation Research is a quarterly journal that publishes high-quality peer-reviewed and mini-review papers as well as technical notes and book reviews on the state-of-the-art in transportation research. The focus of Transportation Letters is on analytical and empirical findings, methodological papers, and theoretical and conceptual insights across all areas of research. Review resource papers that merge descriptions of the state-of-the-art with innovative and new methodological, theoretical, and conceptual insights spanning all areas of transportation research are invited and of particular interest.
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