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Heuristics for a periodic-review policy in a two-echelon inventory problem with seasonal demand

机译:具有季节性需求的两级库存问题的定期审查策略的启发式方法

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摘要

This paper proposes heuristic methods to determine an ordering policy with a minimum inventory cost while satisfying the expected service level constraint in a divergent two-echelon inventory system. A periodic-review base-stock policy with an echelon stock concept was applied at all locations. Seasonal demand with a short cycle was considered at the level of the retailers. A two-phase heuristic method was then proposed to reduce the computational time required to determine a proper policy compared to the mixed-integer programming models. The first-phase algorithm was used to determine the initial ordering policy for each location, while the second phase algorithm was used to determine the safety stock. Both algorithms could find solutions that are as good as the solutions from the mixed-integer programming models in testing instances but they substantially reduced the computational time. The solutions were tested with other instances having a 10,000-period horizon, where the average loss was within the expected service level and the number of periods with an unsatisfied expected service level was less than 1% of the planning horizon.
机译:本文提出了一种启发式方法来确定具有最小库存成本的订货策略,同时满足发散的两级库存系统中预期服务水平的约束。在所有地点均采用具有梯队库存概念的定期审查基本库存策略。在零售商层面考虑了周期短的季节性需求。然后提出了一种两阶段启发式方法,与混合整数规划模型相比,它减少了确定适当策略所需的计算时间。第一阶段算法用于确定每个位置的初始订购策略,而第二阶段算法用于确定安全库存。在测试实例中,两种算法都可以找到与混合整数编程模型的解决方案一样好的解决方案,但是它们大大减少了计算时间。在其他具有10,000个周期范围的实例中测试了这些解决方案,这些实例的平均损失在预期服务级别之内,而预期服务级别未满足的期间数小于计划范围的1%。

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