可靠性和记忆对包含促销努力的库存模型的影响

P. Santra, G. Mahapatra, Akhil Kumar
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引用次数: 0

摘要

本文研究了一种有效管理零售商店中变质物品销售的库存补充策略。本研究探讨促销活动对销售模式的相关影响。由于各种因素,如品牌和客户对库存的可见性,在消费者心中产生的记忆效应被纳入我们的模型,并将其制定为Caputo-Fabrizio分数阶微分方程。甚至,在实践中,我们注意到消费者的购买模式会受到产品可靠性的影响,通过需求率公式对其进行建模。这两个因素的影响通过将它们表示为模型参数而纳入提议的公式中。研究的目的是确定最优补货数量和重新订购的时间,以上述因素估计为参数。通过从一家零售商店获得的数据集对研究结果进行分析。通过对模型参数的分析,得出了一些符合实际销售模式的管理见解。我们的研究提供了一个决策支持框架,用于确定补货数量,以及与促销活动和产品可靠性相关的补货时间估计,以实现在保持产品销售价格不变的情况下产生的最小总成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Effect of reliability and memory on fractional inventory model incorporating promotional effort on demand
This paper presents a study of inventory replenishment strategy for efficiently managing sales of a deteriorating item in a retail store. The study addresses pertinent effect on sales pattern due to promotional initiatives. The memory effect generated in the consumers’ mind due to various factors like branding and the stock visibility to customers is incorporated in our model by formulating it as a Caputo-Fabrizio fractional differential equation. Even, in practice, consumers’ purchase patterns are noticed to get influenced by the reliability of product, the same is modelled through demand rate formulation. Influence of both these factors is incorporated into the proposed formulation by representing them as model parameters. The study aims at determining the optimal replenishment quantity and its reordering time for the addressed item in terms of said factors estimated as parameters. Results of the study are analyzed through the data set obtained from a retail store. The analysis of model-parameters infers some managerial insights which match the reality of sales patterns. Our study provides a decision support framework for determining replenishment quantities along with an estimate of replenishment time in connection with promotional initiatives and reliability of the product for achieving minimal total cost incurred while keeping the selling price of the product as fixed.
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