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INTERDEPENDENT DEMAND IN THE TWO-PERIOD NEWSVENDOR PROBLEM

机译:两期新闻温顺犯有相互依存的需求

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摘要

The newsvendor problem is a classical task in inventory management. The present paper considers a two-period newsvendor problem where demand of different periods is interdependent (not independent), and seeks to follow this approach to develop a two-period newsvendor problem with unsatisfied demand or unsold quantity. Concerning the complexity of solution of multiple integrals, the problem is assessed for only two periods. In the course of a numerical solution, the probability distribution function of demand pertaining to each period is assumed to be given (in the form of a bivariate normal distribution). The optimal solution is presented in the form of the initial inventory level that maximizes the expected profit. Finally, all model parameters are subjected to a sensitivity analysis. This model can be used in a number of applications, such as procurement of raw materials in projects (e.g., construction, bridge-building and molding) where demand of different periods is interdependent. Proposed model takes into account interdependent demand oughts to provide a better solution than a model based on independent demand.
机译:NewsVendor问题是库存管理中的经典任务。本文考虑了一个两期的新闻国会问题,其中不同时期的需求是相互依存的(不是独立的),并试图遵循这种方法,以制定一个不满意的需求或未售出数量的两期新闻温顺问题。关于多个积分的解决方案的复杂性,问题仅为两个时期进行评估。在数值解决方案的过程中,假设给予与每个时段有关的需求的概率分布函数(以二抗体正常分布的形式)给出。最佳解决方案以初始库存水平的形式呈现,最大化预期利润。最后,所有模型参数都经受灵敏度分析。该型号可用于许多应用,例如项目中的原材料的采购(例如,建筑,桥建筑和成型),其中不同时期的需求是相互依存的。提出的模型考虑了相互依存的需求,提供了比基于独立需求的模型更好的解决方案。

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