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An index heuristic for transshipment decisions in multi-location inventory systems based on a pairwise decomposition

机译:基于成对分解的多地点库存系统中转运决策的索引启发式

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摘要

In multi-location inventory systems, transshipments are often used to improve customer service and reduce cost. Determining optimal transshipment policies for such systems involves a complex optimisation problem that is only tractable for systems with few locations. Consequently simple heuristic transshipment policies are often applied in practice. This paper develops an approximate solution method which applies decomposition to reduce a Markov decision process model of a multi-location inventory system into a number of models involving only two locations. The value functions from the subproblems are used to estimate the fair charge for the inventory provided in a transshipment. This estimate of the fair charge is used as the decision criterion in a heuristic transshipment policy for the multi-location system. A numerical study shows that the proposed heuristic can deliver considerable cost savings compared to the simple heuristics often used in practice. (C) 2007 Elsevier B.V. All rights reserved.
机译:在多地点库存系统中,转运通常用于改善客户服务并降低成本。为此类系统确定最佳转运策略涉及一个复杂的优化问题,该问题仅对位置不多的系统易于处理。因此,通常在实践中采用简单的启发式转运政策。本文提出了一种近似解方法,该方法运用分解将多地点库存系统的马尔可夫决策过程模型简化为仅涉及两个地点的许多模型。子问题的价值函数用于估计转运中提供的存货的公允费用。在多地点系统的启发式转运政策中,此公允费用估计值用作决策标准。数值研究表明,与实际中经常使用的简单启发式算法相比,拟议的启发式算法可节省大量成本。 (C)2007 Elsevier B.V.保留所有权利。

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