A Chance-Constrained DEA Model with Random Input and Output Data:Considering Maintenance Groups of Iranian Aluminum Company

Publish Year: 1397
نوع سند: مقاله ژورنالی
زبان: English
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شناسه ملی سند علمی:

JR_MSJI-12-1_002

تاریخ نمایه سازی: 26 مرداد 1402

Abstract:

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.

Authors

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

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