具有多个客户类别的单产品组装订单系统的生产和库存控制

S. Benjaafar, M. Elhafsi
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引用次数: 203

摘要

我们考虑一个有m个部件、一个最终产品和n个客户类别的按订单组装系统的最优生产和库存控制。控制策略指定何时生产每个组件,以及无论何时下订单,是否从现有库存中满足它。我们将问题表述为一个马尔可夫决策过程,并描述了最优策略的结构。我们证明了基本库存生产策略是最优的,但是每个组件的基本库存水平是动态的,并且取决于所有其他组件的库存水平(更具体地说,它是非递减的)。我们证明了每个部件的最优库存分配是一个配给策略,针对不同的需求类别具有不同的配给水平。每个组件的配给水平是动态的,并且在所有其他组件的库存水平中也是不变的。我们将最优策略的性能与启发式策略(包括具有固定基本库存水平的常用基本库存策略)进行了比较,发现它们的性能出奇地好,特别是对于销售损失的系统。
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Production and Inventory Control of a Single Product Assemble-to-Order Systems with Multiple Customer Classes
We consider the optimal production and inventory control of an assemble-to-order system with m components, one end-product, and n customer classes. A control policy specifies when to produce each component and, whenever an order is placed, whether or not to satisfy it from on-hand inventory. We formulate the problem as a Markov decision process and characterize the structure of an optimal policy. We show that a base-stock production policy is optimal, but the base-stock level for each component is dynamic and depends on the inventory level of all other components (more specifically, it is nondecreasing). We show that the optimal inventory allocation for each component is a rationing policy with different rationing levels for different demand classes. The rationing levels for each component are dynamic and also nondecreasing in the inventory level of all other components. We compare the performance of the optimal policy to heuristic policies, including the commonly used base-stock policy with fixed base-stock levels, and find them to perform surprisingly well, especially for systems with lost sales.
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