A Chance-Constrained DEA Model with Random Input and Output Data:Considering Maintenance Groups of Iranian Aluminum Company
عنوان مقاله: A Chance-Constrained DEA Model with Random Input and Output Data:Considering Maintenance Groups of Iranian Aluminum Company
شناسه ملی مقاله: JR_MSJI-12-1_002
منتشر شده در در سال 1397
شناسه ملی مقاله: JR_MSJI-12-1_002
منتشر شده در در سال 1397
مشخصات نویسندگان مقاله:
Mohammad Izadikhah - Department of Mathematics, College of Science, Arak-Branch, Islamic Azad University, Arak, Iran
Mohammad Ehsanifar - Department of Industrial engineering, Arak Branch, Islamic Azad University, Arak, Iran
Saman Malekian - Department of Industrial engineering, Arak Branch, Islamic Azad University, Arak, Iran
خلاصه مقاله:
Mohammad Izadikhah - Department of Mathematics, College of Science, Arak-Branch, Islamic Azad University, Arak, Iran
Mohammad Ehsanifar - Department of Industrial engineering, Arak Branch, Islamic Azad University, Arak, Iran
Saman Malekian - Department of Industrial engineering, Arak Branch, Islamic Azad University, Arak, Iran
In this paper, we use an input oriented chance-constrained DEA model withrandom inputs and outputs. A super-eciency model with chance constraintsis used for ranking. However, for convenience in calculations a non-linear deterministicequivalent model is obtained to solve the models. The non-linearmodel is converted into a model with quadratic constraints to solve the nonlineardeterministic model. Finally, data related to twenty-eight maintenancegroups of Iranian Aluminum Company (IRALCO) is used to demonstrate theapplicability of the used Models in this paper.
کلمات کلیدی: Data envelopment analysis, Chance constraints, Random variables, Quadratic constraints, Super-efficiency
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/1726712/