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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
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:
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/