Fuzzy efficiency measures in data envelopment analysis with interactive fuzzy variables

被引：2
|
作者：
Ji, Aibing [1 ]
Li, FengGe [1 ]
Zhao, Pu [1 ]
Pang, Jiahong [2 ]
机构：
[1] Hebei Univ, Affiliated Hosp, Coll Publ Hlth, Baoding 071000, Peoples R China
[2] Hebei Univ, Coll Med, Baoding, Hebei, Peoples R China
来源：
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS | 2018年 / 34卷 / 06期
关键词：
Data envelopment analysis(DEA); fuzzy efficiency measure; interactive fuzzy variables; fuzzy Choquet integral; BANKING SECTOR; DEA; MODELS; RANKING; SYSTEMS;
D O I：
10.3233/JIFS-171513
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, we develop a novel fuzzy data envelopment analysis (DEA) model, using fuzzy Choquet integral as an aggregating tool to evaluate the efficiencies of the decision making units (DMUs). The proposed model can be used to evaluate the fuzzy efficiency of the DMU with interactive fuzzy variables (fuzzy inputs or fuzzy outputs), and meanwhile, a ranking method of the fuzzy efficiency is introduced. At the end of the paper, we will use numerical examples to illustrate the performance of the proposed model.
引用
收藏
页码：4093 / 4101
页数：9
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