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Quantitative and Qualitative Forecasting Applied to Supply-Chain Inventory

机译:定量和定性预测应用于供应链库存

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In the process of supply chain (SC) management, time inventory management problem is extremely important. In terms of academic methods, quantitative methods are very popular as the researchers could calculate the inventory if they got the historic data of some SC. However, based on quantitative methods and the results cannot too be convincible. This paper considered a supply chain system includes several kinds of products. As to the historic suppliersȁ9; demand data of this SC system, firstly we applied a quantitative forecasting analysis method to it; secondly we made a qualitative analysis to improve the complex systemȁ9;s inventory management performance. According to the comparison between quantitative method and the method used in this paper, we find that the accuracy is more perfect. Not only the inventory cost is lower, also the forecasting accuracy is better.
机译:在供应链(SC)管理过程中,时间库存管理问题极为重要。就学术方法而言,定量方法非常受欢迎,因为研究人员如果获得了一些SC的历史数据就可以计算库存。但是,基于定量方法,结果不能太令人信服。本文认为供应链系统包括几种产品。对于历史悠久的供应商ȁ9;该SC系统的需求数据,首先我们应用了定量预测分析方法。其次定性分析以提高复杂系统的库存管理效率。通过定量方法与本文所用方法的比较,我们发现准确性更高。不仅库存成本较低,而且预测精度也更高。

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