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An intermodal transport network planning algorithm using dynamic programming—A case study: from Busan to Rotterdam in intermodal freight routing

机译:动态规划的联运网络规划算法—案例研究:从釜山到鹿特丹的联运货运路线

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This paper presents a dynamic programming algorithm to draw optimal intermodal freight routing with regard to international logistics of container cargo for export and import. This study looks into the characteristics of intermodal transport using multi-modes, and presents a Weighted Constrained Shortest Path Problem (WCSPP) model. This study draws Pareto optimal solutions that can simultaneously meet two objective functions by applying the Label Setting algorithm, a type of Dynamic Programming algorithms, after setting the feasible area. To improve the algorithm performance, pruning rules have also been presented. The algorithm is applied to real transport paths from Busan to Rotterdam, as well as to large-scale cases. This study quantitatively measures the savings in both transport cost and time by comparing single transport modes with intermodal transport paths. Last, this study applies a mathematical model and MADM model to the multiple Pareto optimal solutions to estimate the solutions.
机译:本文提出了一种动态规划算法,以针对进出口集装箱货物的国际物流得出最佳的多式联运路线。这项研究调查了使用多模式的联运运输的特征,并提出了一个加权约束最短路径问题(WCSPP)模型。本研究在设置可行区域后,通过应用标签设置算法(一种动态规划算法)来绘制可以同时满足两个目标函数的帕累托最优解。为了提高算法性能,还提出了修剪规则。该算法适用于从釜山到鹿特丹的实际运输路径,以及大规模案例。本研究通过将单一运输方式与多式联运路径进行比较,定量地衡量了运输成本和时间的节省。最后,本研究将数学模型和MADM模型应用于多个Pareto最优解,以估计解。

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