data perturbations for all DMUs in DEA with interval uncertainty

被引:0
|
作者
He, Feng [1 ]
Xu, Xiaoning [1 ]
Zhu, Liyun [2 ]
机构
[1] Univ Sci & Technol Beijing, Dongling Sch Econ & Management, Beijing, Peoples R China
[2] Agr Univ Hebei, Ocean Coll, Qinhuangdao, Peoples R China
关键词
Data envelopment analysis; Sensitivity; Stability radius; Interval number; DATA ENVELOPMENT ANALYSIS; SENSITIVITY-ANALYSIS; STABILITY ANALYSIS; SUPER-EFFICIENCY; IMPRECISE DATA; MODELS; UNITS;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper discusses the sensitivity analysis in Data Envelopment Analysis (DEA) with interval data. According to the interval efficiencies, all DMUs can be classified in three categories. Based on that, corresponding models are established to explore the sensitivity analysis and stability radius for all DMUs in the interval data setting, within which the classification keep unchanged. A very close numerical value to stability radius is selected to see the tiny change of efficiency. The approaches in this paper not merely can be adopted into the situation when the data variations are only applied to specific DMUs, but also to all DMUs and simultaneously different in various inputs and outputs subsets.
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页数:6
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