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Modelling a type-2 fuzzy inventory system considering items with imperfect quality and shortage backlogging

机译:考虑具有不完善质量和短缺积压的物料的2型模糊库存系统建模

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摘要

In this paper, an inventory model considering items with imperfect quality is developed in fuzzy environment, wherein shortages are allowed and are backlogged. In order to detect the items with imperfect quality, all items are screened before they are sent for consumption, and all imperfect quality items are sold at discounted price, called salvage value. In view of the fact that demand may not be predicted precisely, because it depends upon many uncertain and perturbing market activities, it is assumed to be a type-2 fuzzy variable.Quantity of imperfect quality items in the received lot may not be predicted precisely; hence percentage of imperfect quality items is also considered as a type-2 fuzzy variable. In this regard, this study developed a defuzzificationmethod of type-2 fuzzy variable pertaining to interval approximation. The mathematical model is analysed to find closed form formulae of order quantity and backlogging quantity. Finally, the proposed methodology and model are testified on numerical examples, and sensitivity of decision variables is examinedand discussed to underline the managerial insights as well as to establish the robustness of the mathematical model.
机译:本文提出了一种在模糊环境下考虑质量不完备物品的库存模型,该模型允许短缺并积压。为了检测质量不合格的物品,会筛选所有物品,然后将其送去消费,所有质量不佳的物品都以折价出售,称为残值。鉴于可能无法准确地预测需求,因为它取决于许多不确定性和扰乱的市场活动,因此将其视为2类模糊变量。可能无法精确地预测接收到的批次中不合格品的数量;因此,不完全质量项目的百分比也被视为2型模糊变量。在这方面,本研究开发了一种与区间近似有关的2型模糊变量的去模糊方法。分析该数学模型以找到订单数量和积压数量的封闭式公式。最后,在数值例子上验证了所提出的方法和模型,并检查和讨论了决策变量的敏感性,以强调管理的见解以及建立数学模型的鲁棒性。

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