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Forecasting time-varying logistics distribution flows in the One Belt-One Road strategic context

机译:在``一带一路''战略背景下预测时变物流配送流量

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摘要

This work presents a multi-methodological approach to address the dynamic and stochastic challenges that underlie the problem of international logistic network reconfiguration induced by the One Belt-One Road initiative. A spatial-temporal logistics interaction model integrated with Markov chain is proposed to forecast time-varying logistic distribution flows for a three-layer supply chain framework. Further, numerical forecasts based on two cases of Chinese oil supply chain is carried out to account for the effectiveness of the proposed model. Analytical results suggest various development strategies for the practitioners and the policy makers in optimizing their logistics and transportation decisions in the OBOR context.
机译:这项工作提出了一种多方法论方法来应对动态和随机挑战,这些挑战是“一带一路”倡议引发的国际物流网络重组的基础。提出了一种与马尔可夫链相结合的时空物流互动模型,以预测三层供应链框架的时变物流分布流。此外,基于中国石油供应链的两种情况进行了数值预测,以说明该模型的有效性。分析结果为“一带一路”背景下的从业者和决策者提出了各种发展战略,以优化其物流和运输决策。

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