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Controlling inventory by combining ABC analysis and fuzzy classification

机译:通过结合ABC分析和模糊分类来控制库存

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The objective of inventory management is to make decisions regarding the appropriate level of inventory. In practice, all inventories cannot be controlled with equal attention. The most widespread used inventory system is the ABC classification system, but the limitation of the ABC control system is that only one criterion is considered. The purpose of this paper is to propose a new inventory control approach called ABC-fuzzy classification (ABC-FC), which can handle variables with either nominal or non-nominal attribute, incorporate manager's experience, judgment into inventory classification, and can be implemented easily.rnOur ABC-FC approach is implemented based on the data of the Keelung Port. The results of our study show that 59 items are identified as very important group, 69 items as important group, and the remaining 64 items as unimportant group. By comparing the results of ABC-FC with the original data, we find that our ABC-FC analysis shows a high accuracy of classification. Some concluding remarks and suggestions for inventory control are also provided.
机译:库存管理的目的是就适当的库存水平做出决策。在实践中,不能同时控制所有库存。使用最广泛的库存系统是ABC分类系统,但是ABC控制系统的局限性是仅考虑一个标准。本文的目的是提出一种称为ABC-模糊分类(ABC-FC)的新库存控制方法,该方法可以处理具有名义或非名义属性的变量,将经理的经验,判断力纳入库存分类,并且可以实施我们的ABC-FC方法是根据基隆港的数据实施的。我们的研究结果表明,将59个项目确定为非常重要的组,将69个项目确定为重要的组,将其余64个项目确定为不重要的组。通过将ABC-FC的结果与原始数据进行比较,我们发现我们的ABC-FC分析显示出很高的分类精度。还提供了一些有关库存控制的结论性意见和建议。

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