具有时间和成本指标的多式联运物流研究中的数学实验

V. Bogachev, Aleksandra S. Kravets, T. Bogachev
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摘要

目的:提出一种优化运输环上货物流分配过程的新方法。建立了货物运输过程的数学模型,该模型平等地考虑了运输过程中各参与者的利益。材料与方法:以铁路环线所考虑部分的基础设施指标为基础,建立了货物运输过程的数学模型,是一个多准则的整数规划优化问题。求解该问题的算法是陆地运输中常见的,并在计算机代数系统环境中实现。作为应用发达的运输和物流方法的一个例子,考虑了北高加索铁路的一部分,毗邻亚速海-黑海盆地的主要货运港口。所考虑的铁路环线是一个过境部分,积极用于俄罗斯出口,特别是粮食货物。结果:基于福利理论中的平等主义和功利主义方法,研究了多式联运和技术系统中铁路货物运输的组织问题。在运输过程的时间和成本指标的框架内,这些方法被认为与运输过程的参与者(代理人)有关。给出了寻找最优货流分布的计算方法,并给出了具体结果。结论:数学实验作为一种模拟建模工具,可以对运输过程的指标和对运输计划的限制进行通用和有目的的操纵。通过帕累托优化,分析了港口卸货站的货流分布,并从其合理性和对代理的有用性的角度进行了分析。
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Mathematical experiment in logistics research of multimodal freight transportation with time and cost indicators
Aim: Development of a new approach to optimizing the process of cargo flows distribution at the transport loop. Construction of a mathematical model of the freight transportation process, which equally takes into account the interests of various participants in the transportation process. Materials and Methods: A mathematical model of the freight transportation process is built, which is based on the infrastructure indicators of the considered part of the railway loop and is a multicriteria optimization problem of integer programming. The algorithm for solving the problem is common for land transport and is implemented in the environment of a computer algebra system. As a project, which is an example of the application of the developed transport and logistics method, a part of the North-Caucasian railway, adjacent to the main cargo ports of the Azov-Black Sea basin, is considered. The considered railway loop is a transit component, actively exploited for Russian exports, in particular, grain cargoes. Results: The issues of organizing rail freight transportation in multimodal transport and technological systems are researched on the basis of egalitarian and utilitarian approaches in welfare theory. These approaches are considered in relation to the participants in the transportation process (agents) within the framework of the time and cost indicators of this process. Computational procedures for finding optimal distributions of cargo flows have been brought to concrete results. Conclusion: A mathematical experiment used as a simulation modeling tool allows versatile and purposeful manipulation of the indicators of the transportation process and the restrictions imposed on transportation plans. The cargo flows distributions to port unloading stations obtained as a result of Pareto optimization are analyzed from the point of view of their rationality and usefulness in relation to agents.
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