Exact time-discounting and heuristics for the EOQ model with random yield

IF 2.9 4区 管理学 Q2 MANAGEMENT
Bacel Maddah, Mirna Abou-Mjahed, Amir El Moghrabi
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引用次数: 0

Abstract

In inventory management, accurately estimating the financing costs is crucial, particularly in systems with random yield, where supply process uncertainties make determining the optimal order quantity and the safety stock challenging. In a quest for a more applicable economic order quantity (EOQ) model for scenarios involving uncertain supply, we develop an exact time-discounting formulation for two EOQ models with random yield variants, involving stochastically proportional and binomial supply processes. Additionally, we propose heuristics based on the traditional undiscounted cost framework, designed to derive near-optimal ordering policies through simple, closed-form adaptations of the basic EOQ model. In particular, our average cost (AC) heuristic, which adjusts the unit cost up to account for wasted supply, offers improved performance over the literature with minimal added complexity. We find that accounting for the time value of money is more critical in a random yield than in classical settings having a reliable supply.

随机产量EOQ模型的精确时间折现及启发式算法
在库存管理中,准确估计融资成本是至关重要的,特别是在随机产量系统中,其中供应过程的不确定性使得确定最优订单数量和安全库存具有挑战性。为了寻求一种更适用于不确定供应情景的经济订货量(EOQ)模型,我们开发了一种精确的时间贴现公式,用于两个随机产量变量的EOQ模型,涉及随机比例和二项供应过程。此外,我们提出了基于传统未贴现成本框架的启发式方法,旨在通过对基本EOQ模型的简单,封闭形式的调整来推导出接近最优的订购策略。特别是,我们的平均成本(AC)启发式,它调整单位成本以考虑浪费的供应,在最小的增加复杂性的情况下提供了优于文献的性能。我们发现,在随机收益情况下,考虑货币的时间价值比在具有可靠供应的经典环境下更为重要。
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来源期刊
International Transactions in Operational Research
International Transactions in Operational Research OPERATIONS RESEARCH & MANAGEMENT SCIENCE-
CiteScore
7.80
自引率
12.90%
发文量
146
审稿时长
>12 weeks
期刊介绍: International Transactions in Operational Research (ITOR) aims to advance the understanding and practice of Operational Research (OR) and Management Science internationally. Its scope includes: International problems, such as those of fisheries management, environmental issues, and global competitiveness International work done by major OR figures Studies of worldwide interest from nations with emerging OR communities National or regional OR work which has the potential for application in other nations Technical developments of international interest Specific organizational examples that can be applied in other countries National and international presentations of transnational interest Broadly relevant professional issues, such as those of ethics and practice Applications relevant to global industries, such as operations management, manufacturing, and logistics.
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