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Multidepot UAV Routing Problem with Weapon Configuration and Time Window

机译:带有武器配置和时间窗口的多仓库无人机航路问题

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摘要

In recent wars, there is an increasing trend that unmanned aerial vehicles (UAVs) are utilized to conduct military attacking missions. In this paper, we investigate a novel multidepot UAV routing problem with consideration of weapon configuration in the UAV and the attacking time window of the target. A mixed-integer linear programming model is developed to jointly optimize three kinds of decisions: the weapon configuration strategy in the UAV, the routing strategy of target, and the allocation strategy of weapons to targets. An adaptive large neighborhood search (ALNS) algorithm is proposed for solving the problem, which is tested by randomly generated instances covering the small, medium, and large sizes. Experimental results confirm the effectiveness and robustness of the proposed ALNS algorithm.
机译:在最近的战争中,越来越多的趋势是使用无人飞行器(UAV)进行军事攻击任务。在本文中,我们考虑了无人机中的武器配置和目标的攻击时间窗口,研究了一种新颖的多仓库无人机路由问题。开发了一种混合整数线性规划模型,以联合优化三种决策:无人机中的武器配置策略,目标的路由策略以及武器对目标的分配策略。提出了一种自适应大邻域搜索(ALNS)算法来解决该问题,并通过随机生成的覆盖小,中和大尺寸实例的测试进行测试。实验结果证实了所提出的ALNS算法的有效性和鲁棒性。

著录项

  • 来源
    《Journal of Advanced Transportation》 |2018年第3期|7318207.1-7318207.15|共15页
  • 作者单位

    Natl Univ Def Technol, Sci & Technol Informat Syst Engn Lab, Changsha 410073, Hunan, Peoples R China;

    Natl Univ Def Technol, Sci & Technol Informat Syst Engn Lab, Changsha 410073, Hunan, Peoples R China;

    Natl Univ Def Technol, Sci & Technol Informat Syst Engn Lab, Changsha 410073, Hunan, Peoples R China;

    Natl Univ Def Technol, Sci & Technol Informat Syst Engn Lab, Changsha 410073, Hunan, Peoples R China;

    Natl Univ Def Technol, Sci & Technol Informat Syst Engn Lab, Changsha 410073, Hunan, Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-18 01:11:28

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