شماره ركورد كنفرانس
4780
عنوان مقاله
Sensitivity and stability analysis on the k-level of efficiency score relative to interval data
پديدآورندگان
Komaki Fatemeh komaki8862@yahoo.com Department of mathematics, Khorramabad Branch, Islamic Azad University , Fallahnejad Reza Department of mathematics, Khorramabad Branch, Islamic Azad University , Hosseinzadeh Lotfi Farhad Department of mathematics, Science and Research Branch, Islamic Azad University , Rostami-Malekhalifeh Mohsen Department of mathematics, Science and Research Branch, Islamic Azad University
تعداد صفحه
17
كليدواژه
Data envelopment analysis , Sensitivity analysis , Stability radius , Interval Efficiency
سال انتشار
1398
عنوان كنفرانس
يازدهمين كنفرانس ملي تحليل پوششي داده ها
زبان مدرك
انگليسي
چكيده فارسي
In data envelopment analysis, efficient DMUs are important at first because they define efficient frontier. When the input and output variables of DMUs are interval, the efficiency can be interval that is investigated the lower bound and upper bound from pessimistic and optimistic view respectively. The current paper first represents an algorithm to determine the k-level of decision making units with interval inputs and outputs and then presents a new sensitivity analysis method for a category of DMUs with interval inputs and outputs and finds the stability radius for all efficient DMUs by combining some classic DEA models and with the condition so that the efficiency score of efficient DMU remain unchanged. In the follow, the maximum quantity of data perturbations is obtained so that all first level efficient DMUs remain at the same level. We employed two example for performing algorithm and applied example of twenty branches of Tehran social security insurance organization for obtain maximum alpha and stability radius in our new sensitivity analysis model.
كشور
ايران
لينک به اين مدرک