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首页> 外文期刊>International Journal of Production Research >Supplier pre-selection for platform-based products: a multi-objective approach
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Supplier pre-selection for platform-based products: a multi-objective approach

机译：基于平台产品的供应商预选：多目标方法

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摘要

Selection of appropriate suppliers is an important decision task for enterprises. In literature papers, supplier selection is only considered from the view of components or parts, and evaluation of the overall outsourcing cost and supply risk is not considered from the view of product as a whole. In addition, the traditional process of supplier selection usually happens in the stage of production after the product design has been finished. In fact, suppliers of product components can be pre-selected in the product design stage, which can avoid supplier shortage or high component-bidding cost by modifying the product design scheme. In this research, a new supplier pre-selection method for platform-based products is proposed to obtain the minimal overall outsourcing cost and supply risk probability from the perspective of whole product, help engineers evaluate and improve product design scheme in early time of product design and reduce the probability of design change at the stage of product production. Analytic hierarchy process and reliability matrix are applied to evaluate the supply risk of candidate suppliers and non-dominated sorting genetic algorithm (NSGA-Ⅱ) is adopted to solve the established optimisation model. A case study is provided to illustrate the effectiveness of the proposed optimisation model and algorithm.
机译：选择合适的供应商是企业的重要决策任务。在文献文件中，仅从组件或零件的角度考虑了供应商的选择，而从整体产品的角度没有考虑对整体外包成本和供应风险的评估。另外，传统的供应商选择过程通常发生在产品设计完成后的生产阶段。实际上，可以在产品设计阶段预先选择产品组件的供应商，这可以通过修改产品设计方案来避免供应商短缺或组件招标成本高昂。在这项研究中，提出了一种新的基于平台产品的供应商预选方法，以从整个产品的角度获得最小的总体外包成本和供应风险概率，帮助工程师在产品设计的早期评估和改进产品设计方案。并在产品生产阶段降低设计变更的可能性。应用层次分析法和可靠性矩阵对候选供应商的供应风险进行评估，并采用非支配排序遗传算法（NSGA-Ⅱ）求解优化模型。提供了一个案例研究来说明所提出的优化模型和算法的有效性。

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  • 来源
  • 作者

    Yan Cao; Xinggang Luo; C.K. Kwong; Jiafu Tang;

  • 作者单位

    Department of System Engineering, School of Information, Northeastern University, Shenyang, P.R. China,Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong, P.R. China;

    Department of System Engineering, School of Information, Northeastern University, Shenyang, P.R. China,Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong, P.R. China;

    Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong, P.R. China;

    Department of System Engineering, School of Information, Northeastern University, Shenyang, P.R. China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    multi-objective; supplier pre-selection; product platform; product family; NSGA-Ⅱ;

    机译：多目标供应商预选;产品平台;产品系列;NSGA-Ⅱ;

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