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首页> 外文期刊>European Journal of Operational Research >Controlling distribution inventory systems with shipment consolidation and compound Poisson demand
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Controlling distribution inventory systems with shipment consolidation and compound Poisson demand

机译:控制配送库存系统,装运合并和复合泊松需求

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摘要

We consider a one-warehouse-multiple-retailer inventory system where the retailers face stochastic customer demand, modelled as compound Poisson processes. Deliveries from the central warehouse to groups of retailers are consolidated using a time based shipment consolidation policy. This means that replenishment orders have to wait until a vehicle departures, which increases the lead time for the retailers and therefore also the safety stock. Thus, a trade-off exists between expected shipment costs and holding costs. Our aim is to determine the shipment intervals and the required amount of safety stock for each retailer and the warehouse to minimize total cost, both for backorder costs and fill rate constraints. Previous work has focused on exact solutions which are computationally demanding and not applicable for larger real world problems. The focus of our present work is on the development of computationally attractive heuristics that can be applied in practice. A numerical study shows that the proposed heuristics perform well compared to the exact cost minimizing solutions. We also illustrate that the approaches are appropriate for solving real world problems using data from a large European company. (C) 2019 Elsevier B.V. All rights reserved.
机译:我们考虑一家仓库 - 多零售商库存系统,零售商面临随机客户需求,以复方泊松过程建模。从中央仓库到零售商群体的交货是使用基于时间的装运综合政策进行巩固。这意味着补货订单必须等到车辆偏离,这增加了零售商的交付时间,因此也是安全储蓄。因此,在预期的运费成本和持有费用之间存在权衡。我们的宗旨是确定每次零售商和仓库的装运间隔和所需的安全库存,以最大限度地减少延期交货成本和填充率约束的总成本。以前的工作主要集中在计算上要求苛刻的精确解决方案,而不适用于更大的真实世界问题。我们现在的工作的重点是发展计算上有吸引力的启发式,可以应用于实践中。数值研究表明,与精确成本最小化解决方案相比,拟议的启发式效果良好。我们还说明这种方法适合使用来自大型欧洲公司的数据来解决现实世界问题。 (c)2019 Elsevier B.v.保留所有权利。

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