An opaque selling scheme to reduce shortage and wastage in perishable inventory systems

IF 3.7 4区 管理学 Q2 OPERATIONS RESEARCH & MANAGEMENT SCIENCE
Katsunobu Sasanuma , Akira Hibiki , Thomas Sexton
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引用次数: 3

Abstract

Effective management of perishable inventory systems is often strewn with challenges, especially when a strong trade-off relationship exists between shortage and wastage of perishables: A smaller inventory increases the chance to lose sales (leading to higher expected shortage cost), while a larger inventory increases the chance to waste perishables (leading to higher expected wastage cost). The root cause of this strong trade-off relationship is high product demand variability. To mitigate the issue and reduce the cost of operating perishable inventory systems, some grocery stores utilize an opaque selling scheme: selling an anonymous product whose brand or exact specification is shielded from customers at the time of sale. The use of opaque products has now become a popular means to reduce shortage/wastage at grocery stores. However, there has been little discussion of the effectiveness of opaque schemes applied to perishable inventory systems.

In this paper, we propose an opaque scheme based on the balancing policy on demand, which tries to average out orders for products. We confirm both analytically and numerically that this opaque scheme effectively reduces product demand variability, thereby reducing both shortage and wastage for perishable inventory systems under a base-stock policy. We also present an analytical formula that reveals insights into the opaque scheme: The ratio between the opaque proportion and the coefficient of variation of product demands plays a key role to determine the effectiveness of our opaque scheme. Furthermore, we provide a rule of thumb to find the threshold opaque scheme parameters needed to achieve the maximum total cost savings for perishable inventory systems. We hope that many retailers selling perishables (e.g., fresh produce and baked goods) find the opaque scheme useful, implement it, and contribute to the reduction of the food wastage.

一个不透明的销售方案,以减少易腐库存系统的短缺和浪费
易腐品库存系统的有效管理通常充满挑战,特别是当易腐品短缺和浪费之间存在强烈的权衡关系时:较小的库存增加了失去销售的机会(导致更高的预期短缺成本),而较大的库存增加了浪费易腐品的机会(导致更高的预期浪费成本)。这种强烈权衡关系的根本原因是产品需求的高度可变性。为了缓解这个问题并降低易腐烂库存系统的运营成本,一些杂货店采用了不透明的销售方案:销售匿名产品,其品牌或确切规格在销售时对客户保密。使用不透明产品现在已经成为减少杂货店短缺/浪费的一种流行手段。然而,很少有人讨论适用于易腐库存系统的不透明方案的有效性。本文提出了一种基于需求平衡策略的不透明方案,该方案试图对产品的订单进行平均。我们在分析和数值上证实,这种不透明的方案有效地减少了产品需求的可变性,从而减少了基础库存政策下易腐库存系统的短缺和浪费。我们还提出了一个分析公式,揭示了对不透明方案的见解:不透明比例与产品需求变化系数之间的比率在确定不透明方案的有效性方面起着关键作用。此外,我们提供了一个经验法则,以找到易腐库存系统实现最大总成本节约所需的阈值不透明方案参数。我们希望许多销售易腐食品(如新鲜农产品和烘焙食品)的零售商发现不透明计划是有用的,并实施它,并为减少食物浪费做出贡献。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Operations Research Perspectives
Operations Research Perspectives Mathematics-Statistics and Probability
CiteScore
6.40
自引率
0.00%
发文量
36
审稿时长
27 days
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