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Efficient Lateral Transshipment Policy for Multi-Retailer System

机译:多零售商系统的有效横向运输策略

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Recent development in inventory management shows that the use of lateral transshipment to pool inventory promotes the customer service. Inspired by the existing works, this paper studies the lateral transshipment policy in an inventory system consisting of multiple retailers. We model this problem as Markov Decision Process (MDP), and several desirable properties of the optimal lateral transshipment policy are developed. The primary contribution of this study lies in its effort to extend the state-of-the-art results on two retailers to arbitrary number of retailers. Since the computational capacity required for solving large-scale MDP is prohibitive, a comprehensive heuristic lateral transshipment policy is proposed. The effectiveness of the heuristic is demonstrated through numerical experiments. This study brings new perspectives on seeking a balance between benefits and risks of lateral transshipment actions taken by retailers, and provides practical insights on inventory management problem involving lateral transshipment.
机译:库存管理的最新发展表明,使用横向转运来集中库存可以促进客户服务。受现有作品的启发,本文研究了由多个零售商组成的库存系统中的横向转运政策。我们将此问题建模为马尔可夫决策过程(MDP),并开发了最佳横向转运策略的一些理想属性。这项研究的主要贡献在于,它努力将两个零售商的最新成果扩展到任意数量的零售商。由于解决大规模MDP所需的计算能力令人望而却步,因此提出了一种全面的启发式横向转运策略。通过数值实验证明了启发式方法的有效性。这项研究为寻求零售商采取的横向转运行为的收益与风险之间的平衡提供了新的观点,并为涉及横向转运的库存管理问题提供了实用的见解。

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