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Cash-Flow Based Dynamic Inventory Management

机译:基于现金流量的动态库存管理

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Small-to-medium-sized enterprises (SMEs), including many startup firms, need to manage interrelated flows of cash and inventories of goods. In this study, we model a firm that can finance its inventory (ordered or manufactured) with loans in order to meet random demand which in general may not be time stationary. The firm earns interest on its cash on hand and pays interest on its debt. The objective is to maximize the expected value of the firm's capital at the end of a finite planning horizon. The firm's state at the beginning of each period is characterized by the inventory level and the capital level measured in units of the product, whose sum represents the net worth of the firm. Our study shows that the optimal ordering policy is characterized by a pair of threshold parameters as follows. (i) If the net worth is less than the lower threshold, then the firm employs a base stock order up to the lower threshold. (ii) If the net worth is between the two thresholds, then the firm orders exactly as many units as it can afford, without borrowing. (iii) If the net worth is above the upper threshold, then the firm employs a base stock order up to the upper threshold. Further, upper and lower bounds for the threshold values are developed using two simple-to-compute myopic ordering policies which yield lower bounds for the value function. We also derive an upper bound for the value function by considering a sell-back policy. Subsequently, it is shown that policies of similar structure are optimal when the loan and deposit interest rates are piecewise linear functions, when there is a maximal loan limit and when unsatisfied demand is backordered. Finally, further managerial insights are provided with extensive numerical studies.
机译:包括许多初创公司在内的中小型企业(SME)需要管理相互关联的现金流和商品库存。在本研究中,我们对可以通过贷款来为其存货(订购或制造)提供资金的公司进行建模,以满足随机需求,而这种需求通常可能不是固定时间的。该公司手头现金赚取利息,并偿还其债务利息。目的是在有限的规划期末使公司资本的期望值最大化。企业在每个时期开始时的状态以库存水平和以产品单位计量的资本水平为特征,其总和代表企业的净值。我们的研究表明,最佳订购策略的特征在于一对阈值参数,如下所示。 (i)如果净值小于下限,则企业将使用基本股票定单,直至下限。 (ii)如果资产净值在两个阈值之间,则该公司在不借入的情况下定购其数量尽可能多的单位。 (iii)如果净资产高于上限,则该公司将使用基本股票定单,直到上限。此外,使用两个易于计算的近视排序策略来开发阈值的上限和下限,这将为值函数生成下限。通过考虑回购政策,我们还得出了价值函数的上限。随后,当贷款和存款利率为分段线性函数,最大贷款额度和未满足需求的情况下,具有相似结构的策略是最优的。最后,广泛的数值研究提供了进一步的管理见解。

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