An Approach in Solving Data Envelopment Analysis with Stochastic Data

被引：0
|
作者：
Nafei, Amir Hossein [1 ,2 ]
Azizi, Seyed Mohammad Esmaeil Pourmohammad [1 ,2 ]
Ghasempour, Rajab Ali [1 ,2 ]
机构：
[1] Semnan Univ, Dept Math, Semnan, Iran
[2] Allameh Tabatabaei Univ, Dept Math, Tehran, Iran
来源：
FUZZY INFORMATION AND ENGINEERING AND DECISION | 2018年 / 646卷
关键词：
Data envelopment analysis; Stochastic programing; Stochastic input and output; Interval data; EFFICIENCY;
D O I：
10.1007/978-3-319-66514-6_17
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The importance and necessity of the data envelopment analysis as a relevant and effective instrument in investigation of the performance of units studied such as banks and so forth is an evident issue. One of the main issues we encounter is envelope analysis of data with random variable values. In this research, by explaining the general model of the data envelopment analysis models and inspired by how to work on interval input/output, there would a solution for random state provided. In fact, the interval the random variable varies in is considered and using envelope analysis on interval data, we will determine the effective unit.
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页码：154 / 162
页数：9
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