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Modeling an N a€“ warehouse Stock Allocation viaDynamic Programming Technique

机译:通过动态编程技术为无库存仓库分配建模

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Stock allocation is a system used to ensure that goods and services reach the ultimate users through efficient stocking in warehouses close to the consumers. The dire need for optimum distribution of goods to both retailers and consumers has caused a reasonable drift from ordinary allocation to developing a mathematical model that ensures efficient allocation of goods and services. Allocation of stock to warehouses is a complex problem that is broken down into simpler sub problems. Dynamic programming problem is a linear optimization method that obtains optimum solution of a multivariable problem by decomposing it into sub problems. A recursive equation links the different stages of the problem such that the optimum feasible solution of each stage is guaranteed to be the optimum feasible solution for the entire problem. This work will use the dynamic programming technique to develop a stock allocation model that would ensure optimum allocation of goods and services for maximum returns.Relevant related literature are presented and reviewed with the aim of using this research to improve stock allocation processes. A manufacturing company that has at least six distribution outlets is used as a case study. The model is applied to data collected from the firm to obtain an enhanced stock allocation.
机译:库存分配是一种用于通过在靠近消费者的仓库中有效库存来确保商品和服务到达最终用户的系统。迫切需要将商品最佳地分配给零售商和消费者,这导致了从普通分配到开发确保有效分配商品和服务的数学模型的合理转变。将货物分配到仓库是一个复杂的问题,可分为更简单的子问题。动态规划问题是一种线性优化方法,通过将其分解为子问题来获得多变量问题的最优解。递归方程将问题的不同阶段联系在一起,从而确保每个阶段的最佳可行解都是整个问题的最佳可行解。这项工作将使用动态规划技术来开发一种库存分配模型,该模型将确保商品和服务的最佳分配以实现最大的回报。提出并审查了相关的相关文献,目的是利用这项研究来改善库存分配过程。案例研究以一家至少拥有六个分销网点的制造公司为例。该模型适用于从公司收集的数据,以获得增强的库存分配。

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