Data envelopment analysis cross-efficiency model in fuzzy environments

被引:20
|
作者
Chen, Lei [1 ]
Wang, Ying-Ming [1 ]
机构
[1] Fuzhou Univ, Decis Sci Inst, Fuzhou 350116, Peoples R China
基金
中国国家自然科学基金;
关键词
Data envelopment analysis (DEA); fuzzy cross efficiency (FCE); ranking; DEA MODEL; PERFORMANCE;
D O I
10.3233/IFS-151878
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The fuzzy data envelopment analysis (FDEA) method lacks sufficient discrimination power to rank efficient decision making units (DMUs) with fuzzy data; moreover, it evaluates DMUs using only self-evaluation. This paper develops the fuzzy cross efficiency (FCE) DEA model that combines self-evaluation with peer-evaluation to eliminate the weaknesses of traditional FDEA. This method solves the efficiency evaluation problem in fuzzy environments from a new perspective. An effective method is provided to solve this model, and the ranking results of DMUs at different alpha-levels are obtained. Finally, an example is given to illustrate the proposed method in greater detail.
引用
收藏
页码:2601 / 2609
页数:9
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