Uncertain random data envelopment analysis for technical efficiency

被引:6
作者
Jiang, Bao [1 ]
Feng, Wenxue [1 ]
Li, Jian [1 ,2 ]
机构
[1] Ocean Univ China, Dept Int Trade & Econ, Qingdao 266100, Peoples R China
[2] Ocean Univ China, Marine Dev Studies Inst, Qingdao 266100, Peoples R China
基金
中国国家自然科学基金;
关键词
Data envelopment analysis; Uncertainty theory; Chance theory; Uncertain random variable; Stability radii; DEA; MODELS;
D O I
10.1007/s10700-021-09361-0
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Data envelopment analysis (DEA) is a classical and prevailing tool for estimating relative efficiencies of multiple decision making units (DMUs). However, sometimes DMUs' inputs and outputs cannot be observed accurately in practical cases, and hence this paper attempts to propose an uncertain random DEA model to evaluate the efficiencies of DMUs with uncertain random inputs and outputs. The sensitivity and stability of this new model are further analyzed with the aim to figure out the stability radius of each DMU. Finally, a numerical example is presented for illustrating the proposed uncertain random DEA model.
引用
收藏
页码:1 / 20
页数:20
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