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Capacitated Multiechelon Inventory Systems: Policies and Bounds

机译:功能强大的多级库存系统:政策和界限

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We study a periodically reviewed multiechelon serial inventory system with a capacity constraint on the order quantity at each stage. The cost criterion we use to evaluate inventory policies for this system is the sum of the expected long-run average holding and shortage costs. It is well known that for this problem, characterizing the structure of the optimal policy and computing it are very difficult. We consider the use of echelon base-stock policies for our system (even though they are known to be suboptimal) and propose algorithms for finding base-stock levels that are easy to understand and implement. We derive bounds on the ratios between the costs achieved by our algorithms and the optimal costs (over all policies). For light-tailed demand distributions, our algorithms are shown to be asymptotically optimal in the sense that our bounds are close to one in high service-level environments. Our computational investigations reveal that our algorithms perform well even under modest service levels.
机译:我们研究了一个定期审查的多级系列库存系统,该系统在每个阶段都具有对订单数量的容量限制。我们用来评估该系统库存策略的成本标准是预期的长期平均持有成本和短缺成本之和。众所周知,对于此问题,表征最佳策略的结构并对其进行计算非常困难。我们考虑将梯队基本库存策略用于我们的系统(即使已知次优策略也不佳),并提出了用于查找易于理解和实施的基本库存水平的算法。我们得出算法实现的成本与最优成本(在所有策略上)之间的比率的界限。对于轻尾需求分布,在高服务水平环境中我们的界限接近于1的意义上,我们的算法被证明是渐近最优的。我们的计算研究表明,即使在中等服务水平下,我们的算法也能表现良好。

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