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首页> 外文期刊>Probability in the Engineering and Informational Sciences >OPTIMALITY OF FOUR-THRESHOLD POLICIES IN INVENTORY SYSTEMS WITH CUSTOMER RETURNS AND BORROWING/STORAGE OPTIONS
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OPTIMALITY OF FOUR-THRESHOLD POLICIES IN INVENTORY SYSTEMS WITH CUSTOMER RETURNS AND BORROWING/STORAGE OPTIONS

机译:具有客户退货和借款/仓储选项的库存系统中的四阈值策略的最优性

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Consider a single-commodity inventory system in which the demand is modeled by a sequence of independent and identically distributed random variables that can take negative values. Such problems have been studied in the literature under the name cash management and relate to the variations of the on-hand cash balances of financial institutions. The possibility of a negative demand also models product returns in inventory systems. This article studies a model in which, in addition to standard ordering and scrapping decisions seen in the cash management models, the decision-maker can borrow and store some inventory for one period of time. For problems with back orders, zero setup costs, and linear ordering, scrapping, borrowing, and storage costs, we show that an optimal policy has a simple four-threshold structure. These thresholds, in a nondecreasing order, are order-up-to, borrow-up-to, store-down-to, and scrap-down-to levels; that is, if the inventory position is too low, an optimal policy is to order up to a certain level and then borrow up to a higher level. Analogously, if the inventory position is too high, the optimal decision is to reduce the inventory to a certain point, after which one should store some of the inventory down to a lower threshold. This structure holds for the finite and infinite horizon discounted expected cost criteria and for the average rowing and storage options should not be used. In order to prove our results for average costs per unit time, we establish sufficient conditions when the optimality equations hold for a Markov decision process with an uncountable state space, noncompact action sets, and unbounded costs.
机译:考虑一个单商品库存系统,在该系统中,需求是由一系列可以取负值的独立且分布均匀的随机变量建模的。这些问题已经在文献中以现金管理的名称进行了研究,并且与金融机构现有现金余额的变化有关。负需求的可能性也可以模拟库存系统中的产品退货。本文研究了一种模型,其中除了现金管理模型中可见的标准订购和报废决策外,决策者还可以借用并存储一些库存一段时间。对于延期交货,零设置成本以及线性订购,报废,借入和存储成本的问题,我们证明了最优策略具有简单的四阈值结构。这些阈值按降序排列,依次为:从上到下,从上到下,从存储到下,和报废到以下级别。也就是说,如果库存位置太低,则最佳策略是先定购一个特定的水平,然后再借入一个更高的水平。类似地,如果库存位置太高,则最佳决策是将库存减少到某个点,此后应将一些库存存储到较低的阈值。此结构适用于有限和无限期的折现预期成本标准,并且不应使用平均划船和存储选项。为了证明我们单位时间平均成本的结果,当最优方程对于状态空间,不可压缩的动作集和无穷大的马尔可夫决策过程成立时,我们建立了充分的条件。

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