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Journal of Industrial and Systems Engineering، جلد ۷، شماره ۱، صفحات ۵۶-۷۹
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عنوان انگلیسی Robust approach to DEA technique for supplier selection problem: A case study at Supplying Automative Parts Company (SAPCO)
چکیده انگلیسی مقاله In many industries such as automotive industry, there are a lot of suppliers dealing with the final products manufacturer. With growing numbers of suppliers, the suppliers’ efficiency measurement often becomes the most significant concern for manufacturers. Therefore, various performance measurement models such as DEA, AHP, TOPSIS, are developed to support supplier selection decisions. After an exhaustive review of the supplier selection methods, we employ data envelopment analysis (DEA) for computing the relative efficiency of the suppliers and introducing the most efficient supplier as a benchmark. In reality, there are large amounts of uncertainty regarding the suppliers’ measurements; therefore, we propose the robust optimization approach to the real application of DEA (RDEA). In this approach, uncertainties about incomes and outcomes of decision making units (DMUs) are involved in the relative suppliers’ efficiencies. The proposed RDEA approach is utilized for the selection of suppliers which manufacture the automotive safety components in Supplying Automotive Parts Company (SAPCO), an Iranian leading automotive enterprise. Numerical example will illustrate how our proposed approach can be used in the real supplier selection problem when considerable uncertainty exists regarding the suppliers’ input and output data.
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نویسندگان مقاله اشکان حافظ الکتب |
department of industrial engineering, islamic azad university, south tehran branch, tehran, iran
سازمان اصلی تایید شده: دانشگاه آزاد اسلامی علوم و تحقیقات (Islamic azad university science and research branch)

محمد هادی صمیم بنی هاشمی | mohammad hadi samim
department of industrial engineering, islamic azad university, south tehran branch, tehran, iran
سازمان اصلی تایید شده: دانشگاه آزاد اسلامی علوم و تحقیقات (Islamic azad university science and research branch)

الناز اخوان رضایی | elnaz akhavan
department of industrial engineering, islamic azad university, south tehran branch, tehran, iran
سازمان اصلی تایید شده: دانشگاه آزاد اسلامی علوم و تحقیقات (Islamic azad university science and research branch)

حمید توکلی |
department of industrial engineering, islamic azad university, south tehran branch, tehran, iran
سازمان اصلی تایید شده: دانشگاه آزاد اسلامی علوم و تحقیقات (Islamic azad university science and research branch)

نشانی اینترنتی http://www.jise.ir/article_7410_65c0a8e05b073adbe37412d573de079e.pdf
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