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Dynamic Multi-objective Optimization Problem of Container Intermodal Transport: An Empirical Analysis on the Belt and Road Initiative of China

机译:集装箱多式联运的动态多目标优化问题:基于中国“一带一路”倡议的实证分析

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The Belt and Road Initiative of China proposes a higher request for the development of container intermodal transport. The traditional intermodal transport organization mode may change: the daily handling capacity of container railway central terminal will increase, speed of train will improve, there will be more and more double-stack container train come into use. These changes will have far-reaching consequences on the container multimodal transport development of China. This paper attempts to evaluate the economic and environmental effect on the potential change of container intermodal transport of China on the Belt and Road Initiative, with a specific focus on energy consumption and emission. Multi-objective optimization model is built to minimize transport time, cost, energy consumption, and also emissions, which is based on simulation model of locomotive, Non-Dominated Sorting Genetic Algorithm Ⅱ (NSGA-Ⅱ) is used to solve the multi-objective optimization model. An empirical case regarding container intermodal transport from Shanghai to Urumqi is applied to verify the validity of model in the end. The dynamic multi-objective optimization model allows the logistics enterprise to be more flexible in their decision to plan the scheme of container intermodal transport.
机译:中国``一带一路''倡议对发展集装箱多式联运提出了更高的要求。传统的多式联运组织方式可能会发生变化:集装箱铁路中央枢纽的日处理量将增加,火车速度将提高,越来越多的双层集装箱集装箱列车投入使用。这些变化将对中国集装箱多式联运发展产生深远影响。本文试图评估``一带一路''倡议对中国集装箱多式联运潜在变化的经济和环境影响,重点是能源消耗和排放。在机车仿真模型的基础上,建立了多目标优化模型,以最大程度地减少运输时间,成本,能耗和排放,采用非支配排序遗传算法Ⅱ(NSGA-Ⅱ)解决了多目标优化问题。优化模型。最后以上海至乌鲁木齐集装箱多式联运的经验案例验证了模型的有效性。动态多目标优化模型使物流企业可以更灵活地决定计划集装箱多式联运的方案。

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