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首页> 外文期刊>Transportation Research. E, Logistics and Transportation Review >Incorporating inventory control decisions into a strategic distribution network design model with stochastic demand
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Incorporating inventory control decisions into a strategic distribution network design model with stochastic demand

机译:将库存控制决策纳入具有随机需求的战略分销网络设计模型中

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摘要

In this paper, we propose a simultaneous approach to incorporate inventory control decisions-such as economic order quantity and safety stock decisions-into typical facility location models, which are used to solve the distribution network design problem. A simultaneous model is developed considering a stochastic demand, modeling also the risk pooling phenomenon. We present a non-linear-mixed-integer model and a heuristic solution approach, based on Lagrangian relaxation and the sub-gradient method. In a numerical application, we found that the potential cost reduction, compared to the traditional approach, increases when the holding costs and/or the variability of demand are higher.
机译:在本文中,我们提出了一种同时进行的方法,将库存控制决策(例如经济订单数量和安全库存决策)纳入典型的设施选址模型中,用于解决配电网络设计问题。考虑到随机需求,开发了同时模型,同时还对风险汇总现象进行了建模。基于拉格朗日松弛法和次梯度法,我们提出了一种非线性混合整数模型和一种启发式求解方法。在数值应用中,我们发现,与传统方法相比,当持有成本和/或需求的可变性更高时,潜在的成本降低会增加。

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