基于列车动态信息的铁路冷链运输路线多目标优化

Shouchen Liu , Cheng Zhang
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引用次数: 0

摘要

根据中国铁路货运列车运行图,选择货运列车来取挂冷藏集装箱。基于列车动态信息,建立了以总成本、时间成本和可靠性成本为目标函数的铁路冷链运输路线多目标优化模型。根据铁路冷链运输参与者的不同运输需求,获得三个目标函数的不同权重,并采用加权和法将多目标问题转化为单目标问题。设计了一个基于遗传算法的k短路优化算法实例,验证了该模型的可行性和有效性。实证分析表明,通过调整模型中各种优化目标的权重,以满足铁路冷链运输参与者的不同需求,并在同一路线上选择不同的班次和换乘站,提供多种运输时限选择,可以获得不同的运输时间。研究结果可为决策者选择铁路运输方案提供指导。
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Multiobjective optimization of railway cold-chain transportation route based on dynamic train information

Freight train is selected to pick up and hang refrigerated containers according to railway freight train diagram in China. A multiobjective optimization model of railway cold-chain transportation route is established with total, time, and reliability costs as objective functions on the basis of dynamic train information. Different weights of three objective functions are obtained and weighted sum method is used to transform the multiobjective problem into a single-objective problem according to different transport demands of railway cold-chain transportation participants. An example of k short-circuit optimization algorithm based on genetic algorithm (GA) is designed to prove the feasibility and effectiveness of the proposed model. The empirical analysis showed that different transport times can be obtained by adjusting weights of various optimization objectives in the model to meet diverse needs of railway cold-chain transport participants and selecting differentiated shifts and transfer stations on the same route to provide a variety of transportation time limit options. Results of this study can provide guidance to decision makers in choosing railway transportation schemes.

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来源期刊
CiteScore
7.10
自引率
8.10%
发文量
41
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