A marginal analysis framework to incorporate the externality effect of ordering perishables

IF 3.7 4区 管理学 Q2 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Operations Research Perspectives Pub Date : 2022-01-01 DOI:10.1016/j.orp.2022.100230
Katsunobu Sasanuma , Mohammad Delasay , Christine Pitocco , Alan Scheller-Wolf , Thomas Sexton
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引用次数: 0

Abstract

The exact analysis of optimal ordering policies for periodic-review perishable inventory systems is challenging because of their high-dimensional state space arising from multiple interrelated ordering decisions over many periods and age distributions of on-hand products. We develop a new marginal analysis framework to approximate this complex multiple-decision model into a single-decision model with an externality term, which internalizes the long-term impact of ordering decisions. Our externality-based approximation utilizes a constant base-stock policy; it is fast and easy to apply. Numerical experiments show that our approach provides state-dependent ordering amounts almost identical to the optimal dynamic programming-based policy.

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考虑易腐品排序外部性效应的边际分析框架
由于易腐库存系统的高维状态空间是由多个相互关联的订货决策和库存产品的年龄分布所引起的,因此对易腐库存系统的最优订货策略的精确分析具有挑战性。我们开发了一个新的边际分析框架,将这个复杂的多决策模型近似为一个具有外部性项的单决策模型,该模型内部化了排序决策的长期影响。我们基于外部性的近似采用恒定的基本库存策略;它是快速和容易应用。数值实验表明,我们的方法依赖政府提供订购数量几乎相同的最优动态programming-based政策。
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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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