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Distribution route multi-objective optimisation of dangerous goods considering the time reliability

机译:考虑时间可靠性的危险品配送路径多目标优化

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摘要

>In view of the increasingly prominent security issues of dangerous goods transportation, a distribution route optimisation model of dangerous goods is proposed. Firstly, the travel time reliability model and transportation risk model are established respectively. Besides, the multi-objective optimisation model of dangerous goods route is built based on the travel time reliability. Secondly, the genetic algorithm is designed to solve the optimisation model. Finally, a numerical case is used to verify the feasibility and effectiveness of the model and algorithm. Study result shows that the distribution route optimisation model of dangerous goods has an important theoretical value and practical significance of reducing the accident risk, increasing the time reliability and ensuring dangerous goods transportation safety.
机译:>针对危险品运输中日益突出的安全问题,提出了一种危险品的配送路径优化模型。首先分别建立了旅行时间可靠性模型和运输风险模型。此外,基于行程时间的可靠性,建立了危险品路径的多目标优化模型。其次,设计了遗传算法求解优化模型。最后,通过数值算例验证了该模型和算法的可行性和有效性。研究结果表明,危险品的配送路径优化模型对降低事故风险,提高时间可靠性和确保危险品运输安全具有重要的理论价值和实际意义。

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  • 作者单位

    School of Traffic and Transportation, Lanzhou Jiaotong University, Lanzhou City, Gansu Province, 730070, China;

    School of Traffic and Transportation, Lanzhou Jiaotong University, Lanzhou City, Gansu Province, 730070, China;

    School of Traffic and Transportation, Lanzhou Jiaotong University, Lanzhou City, Gansu Province, 730070, China;

    School of Economic and Management, Lanzhou Jiaotong University, Lanzhou City, Gansu Province, 730070, China;

    School of Traffic and Transportation, Lanzhou Jiaotong University, Lanzhou City, Gansu Province, 730070, China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    distribution route; optimisation; genetic algorithm; dangerous goods transportation;

    机译:配送路径;优化;遗传算法;危险品运输;

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