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A Common Weight Linear Optimization Approach for Multicriteria ABC Inventory Classification

机译:多准则ABC库存分类的通用权重线性优化方法

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Organizations typically employ the ABC inventory classification technique to have an efficient control on a huge amount of inventory items. The ABC inventory classification problem is classification of a large amount of items into three groups: A, very important; B, moderately important; and C, relatively unimportant. The traditional ABC classification only accounts for one criterion, namely, the annual dollar usage of the items. But, there are other important criteria in real world which strongly affect the ABC classification. This paper proposes a novel methodology based on a common weight linear optimization model to solve the multiple criteria inventory classification problem. The proposed methodology enables the classification of inventory items via a set of common weights which is very essential in a fair classification. It has a remarkable computational saving when compared with the existing approaches and at the same time it needs no subjective information. Furthermore, it is easy enough to apply for managers. The proposed model is applied on an illustrative example and a case study taken from the literature. Both numerical results and qualitative comparisons with the existing methods reveal several merits of the proposed approach for ABC analysis.
机译:组织通常使用ABC库存分类技术来对大量库存项目进行有效控制。 ABC库存分类问题是将大量物料分为三类:A,非常重要; B,中等重要;和C,相对不重要。传统的ABC分类仅考虑一项标准,即项目的年度美元使用量。但是,现实世界中还有其他重要标准会严重影响ABC分类。本文提出了一种基于通用权重线性优化模型的新颖方法来解决多准则库存分类问题。所提出的方法能够通过一组通用权重对库存项目进行分类,这在公平分类中非常重要。与现有方法相比,它具有可观的计算节省,同时不需要主观信息。此外,申请经理很容易。所提出的模型被用于一个说明性的例子和一个取自文献的案例研究。数值结果和与现有方法的定性比较都揭示了所提出的ABC分析方法的优点。

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