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Adapting the newsvendor model for infinite-horizon inventory systems

机译:调整新闻供应商模型以用于无限水平的库存系统

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摘要

We address inventory decisions in the context of the “reorder-point, order-quantity” policy in infinite-horizon, stochastic lead-time demand inventory systems in which the parameters may be non-stationary. We develop a heuristic policy based on the simple economic order quantity (EOQ) model and the one-period newsvendor model. Using illustrative numerical examples, we demonstrate that our simple and easy-to-understand heuristic policy performs nearly as well as the optimal policy derived from complicated mathematical procedures. Our heuristic policy is simple, easy-to-implement, and flexible in that it can be easily adapted to situations when the parameters of the inventory system may change. Analytical modeling under non-stationary parameters would be extremely complex and the derivation of closed form optimal policies is mathematically intractable in most cases. In such cases, practitioners will find our heuristic policy an attractive option.
机译:我们在参数可能不是固定的无限水平,随机提前期需求库存系统中的“再订货点,订单数量”策略的背景下处理库存决策。我们基于简单的经济订单量(EOQ)模型和一期新闻供应商模型开发启发式策略。通过说明性的数值示例,我们证明了我们简单易懂的启发式策略的性能几乎与从复杂的数学过程中得出的最优策略一样好。我们的启发式策略简单,易于实施且具有灵活性,因为它可以轻松地适应库存系统参数可能发生变化的情况。非平稳参数下的分析建模将极其复杂,并且在大多数情况下,从数学上讲,很难得出封闭形式的最优策略。在这种情况下,从业人员会发现我们的启发式策略是一个有吸引力的选择。

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