Application of Incomplete Analytic Hierarchy Process and Choquet Integral to Select the best Supplier and Order Allocation in Petroleum Industry
- سال انتشار: 1399
- محل انتشار: ماهنامه بین المللی مهندسی، دوره: 33، شماره: 11
- کد COI اختصاصی: JR_IJE-33-11_020
- زبان مقاله: انگلیسی
- تعداد مشاهده: 449
نویسندگان
School of Industrial Engineering, Iran University of Science and Technology (IUST), Tehran, Iran
School of Industrial Engineering, Iran University of Science and Technology (IUST), Tehran, Iran
School of Industrial Engineering, Iran University of Science and Technology (IUST), Tehran, Iran
چکیده
In a powerful industry, supplier selection is one of the complex processes that can increase productivity and competitive advantages. Supplier selection includes different quantitative, qualitative, and also interactive criteria. In addition, the selection process has always faced with inadequate and incomplete data. Multi-criteria decision making (MCDM) is a useful approach that can be applied, for addressing the opting problems of a supplierconsidering mentioned issues. In this approach, the interaction between criteria can be considered with several methods, such as Choquet integral, which is a practical method for decision ranking. Also, incomplete data can be covered with incomplete analytic hierarchy process (AHP) method. Therefore, in this study, an application of Choquet integral along with incomplete AHP method is provided for supplier selection problem at the petroleum industry. After achieving the ranking rate of suppliers, requested orders are assigned to preferred suppliers by using multi-objective linear programming(MOLP) model and ɛ-constraint method to generate the Pareto optimal points. As a result, supplier ۳ with weight ۰.۸۲۷۴ was the most preferred supplier in which ۵۰% of total orders was assigned to this supplier as the best selection.کلیدواژه ها
Supplier selection, Petroleum Industry, Multi-objective Linear Programing, Incomplete Analytic Hierarchy Process, Choquet integral, -constraint Methodاطلاعات بیشتر در مورد COI
COI مخفف عبارت CIVILICA Object Identifier به معنی شناسه سیویلیکا برای اسناد است. COI کدی است که مطابق محل انتشار، به مقالات کنفرانسها و ژورنالهای داخل کشور به هنگام نمایه سازی بر روی پایگاه استنادی سیویلیکا اختصاص می یابد.
کد COI به مفهوم کد ملی اسناد نمایه شده در سیویلیکا است و کدی یکتا و ثابت است و به همین دلیل همواره قابلیت استناد و پیگیری دارد.