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Developing a supplier selection system through integrating fuzzy AHP and fuzzy DEA: a case study on an auto lighting system company in Taiwan

机译:通过融合模糊层次分析法和模糊DEA开发供应商选择系统:以台湾一家汽车照明系统公司为例

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摘要

Supplier selection plays a very important role in supply chain management. This study intends to develop a novel performance evaluation method, which integrates both fuzzy analytical hierarchy process (AHP) method and fuzzy data envelopment analysis (DEA) for assisting organisations to make the supplier selection decision. Fuzzy AHP method is first applied to find the indicators’ weights through expert questionnaire survey. Then, these weights are integrated with fuzzy DEA. We use α -cut set and extension principle of fuzzy set theory to simplify the fuzzy DEA as a pair of traditional DEA model. Finally, fuzzy ranking using maximising and minimising set method is able to rank the evaluation samples. A case study on an internationally well-known auto lighting OEM company shows that the proposed method is very suitable for practical applications.View full textDownload full textKeywordssupplier selection, performance evaluation, fuzzy DEA, fuzzy AHPRelated var addthis_config = { ui_cobrand: "Taylor & Francis Online", services_compact: "citeulike,netvibes,twitter,technorati,delicious,linkedin,facebook,stumbleupon,digg,google,more", pubid: "ra-4dff56cd6bb1830b" }; Add to shortlist Link Permalink http://dx.doi.org/10.1080/09537280903458348
机译:供应商选择在供应链管理中起着非常重要的作用。本研究旨在开发一种新颖的绩效评估方法,该方法将模糊分析层次过程(AHP)方法和模糊数据包络分析(DEA)集成在一起,以帮助组织做出供应商选择决策。首先,通过专家问卷调查,采用模糊AHP法找到指标的权重。然后,将这些权重与模糊DEA集成在一起。我们使用α割集和模糊集理论的扩展原理来简化模糊DEA,作为一对传统的DEA模型。最后,使用最大化和最小化集方法的模糊排序能够对评估样本进行排序。一家国际知名的汽车照明OEM公司的案例研究表明,该方法非常适合实际应用。查看全文下载全文关键字供应商选择,性能评估,模糊DEA,模糊AHP相关变量add add_up_config = {ui_cobrand:“泰勒和弗朗西斯在线”,services_compact:“ citeulike,netvibes,twitter,technorati,可口,linkedin,facebook,stumbleupon,digg,google,更多”,发布号:“ ra-4dff56cd6bb1830b”};添加到候选列表链接永久链接http://dx.doi.org/10.1080/09537280903458348

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