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A stochastic programming model for multi-product oriented multi-channel component replenishment

机译:面向多产品的多渠道零部件补货的随机规划模型

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Assemble-to-order (ATO) manufacturing companies face decision problems on components replenishment and outsourcing channels adoption. This paper proposes a stochastic programming approach on component replenishment decisions for an ATO contract manufacturer who faces a single period stochastic demand for multiple products made by multiple components. The first stage of the proposed model is to decide the quantities for pre-stocking all types of components. After the confirmation of the demands, the second stage is to decide the quantities of outsourcing components and the outsourcing channels among several candidates for each component. In addition, the assignment of components to the productions of different products, and the decreasing trends of products' prices with respect to their delivery time are considered. For the problem, this paper proposes a stochastic programming model. The nonlinear objective is linearized by some approximation. For solving the model, a local branching based solution method is suggested. Some numerical experiments are performed to investigate the efficiency of the proposed solution method and the effectiveness of the proposed model. (C) 2015 Elsevier Ltd. All rights reserved.
机译:按订单生产(ATO)的制造公司在零件补给和外包渠道采用方面面临决策问题。本文针对ATO合同制造商的零件补货决策提出了一种随机规划方法,该合同制造商面临由多个零件制造的多个产品的单周期随机需求。提出的模型的第一阶段是确定用于预备所有类型组件的数量。需求确认后,第二阶段是确定外包组件的数量和每个组件的多个候选者之间的外包渠道。此外,还要考虑将组件分配给不同产品的生产,以及产品价格相对于交货时间的下降趋势。针对该问题,本文提出了一种随机规划模型。非线性物镜通过一些近似线性化。为了求解模型,提出了一种基于局部分支的求解方法。进行了一些数值实验,以研究所提出的求解方法的效率和所提出的模型的有效性。 (C)2015 Elsevier Ltd.保留所有权利。

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