A heuristic-based approach to integrate the product line selection decision to the supply chain configuration

A heuristic-based approach to integrate the product line selection decision to the supply chain configuration
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DOI:
10.1080/00207543.2012.737941
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发表时间:
2013-02
影响因子:
9.2
通讯作者:
Soumojit Kumar;A. Chatterjee
Soumojit Kumar;A. Chatterjee
中科院分区:
工程技术2区
文献类型:
--
作者:
Soumojit Kumar;A. Chatterjee

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产品平台开发(PPD)作为大规模定制(MC)的一种方法,可以帮助组织降低成本并确保及时交付。通过不同模块在不同层次上的组合和整合,为不同的细分市场提供品种。不同层次的模块本质上是客户群体正在寻找的功能。很明显,整体优化不仅需要同时考虑PPD,还需要考虑其他供应链约束。在本文中,尝试开发一个用于采购、生产计划和PPD决策的混合整数线性规划(MILP)模型。在对模型进行分析的基础上,提出了一种启发式求解方法。本文提出的启发式方法试图分解问题,然后吸收较简单部分的输出以获得最终解。最后,给出了一个简单的算例来说明求解过程。
Product platform development (PPD) as an approach to mass customisation (MC) helps an organisation to reduce costs as well as ensure timely deliveries. Varieties are offered to different market segments by combining and incorporating different modules at different levels. Modules at different levels are essentially features that a customer segment is looking for. It is apparent that overall optimisation would require simultaneous consideration of not only PPD but also other supply chain constraints. In this paper, an attempt has been made to develop a mixed integer linear programming (MILP) model for sourcing, production planning, and PPD decisions. Based on analyses of the model, a heuristic solution procedure has been suggested. The heuristic developed in this paper attempts to decompose the problem and then assimilate the outputs from the simpler parts to obtain the final solution. Finally, a simple example to illustrate the solution procedure is presented.