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.
机构:
Univ Sains Malaysia, Sch Math Sci, George Town, Malaysia
Islamic Azad Univ, Firoozkoh, IranAston Univ, Aston Business Sch, Birmingham B4 7ET, W Midlands, England
Angiz, M. Zerafat L.
;
Emrouznejad, A.
论文数: 0引用数: 0
h-index: 0
机构:
Aston Univ, Aston Business Sch, Birmingham B4 7ET, W Midlands, EnglandAston Univ, Aston Business Sch, Birmingham B4 7ET, W Midlands, England
Emrouznejad, A.
;
Mustafa, A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sains Malaysia, Sch Math Sci, George Town, MalaysiaAston Univ, Aston Business Sch, Birmingham B4 7ET, W Midlands, England
机构:
Islamic Azad Univ, Fac Management & Accounting, Dept Ind Management, Karaj Branch, Karaj, IranIslamic Azad Univ, Fac Management & Accounting, Dept Ind Management, Karaj Branch, Karaj, Iran
Azadi, Majid
;
Jafarian, Mostafa
论文数: 0引用数: 0
h-index: 0
机构:
NHH Norwegian Sch Econ, Dept Business & Management Sci, N-5045 Bergen, NorwayIslamic Azad Univ, Fac Management & Accounting, Dept Ind Management, Karaj Branch, Karaj, Iran
Jafarian, Mostafa
;
Saen, Reza Farzipoor
论文数: 0引用数: 0
h-index: 0
机构:
Islamic Azad Univ, Fac Management & Accounting, Dept Ind Management, Karaj Branch, Karaj, IranIslamic Azad Univ, Fac Management & Accounting, Dept Ind Management, Karaj Branch, Karaj, Iran
Saen, Reza Farzipoor
;
Mirhedayatian, Seyed Mostafa
论文数: 0引用数: 0
h-index: 0
机构:
NHH Norwegian Sch Econ, Dept Business & Management Sci, N-5045 Bergen, NorwayIslamic Azad Univ, Fac Management & Accounting, Dept Ind Management, Karaj Branch, Karaj, Iran
机构:
Univ Sains Malaysia, Sch Math Sci, George Town, Malaysia
Islamic Azad Univ, Firoozkoh, IranAston Univ, Aston Business Sch, Birmingham B4 7ET, W Midlands, England
Angiz, M. Zerafat L.
;
Emrouznejad, A.
论文数: 0引用数: 0
h-index: 0
机构:
Aston Univ, Aston Business Sch, Birmingham B4 7ET, W Midlands, EnglandAston Univ, Aston Business Sch, Birmingham B4 7ET, W Midlands, England
Emrouznejad, A.
;
Mustafa, A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sains Malaysia, Sch Math Sci, George Town, MalaysiaAston Univ, Aston Business Sch, Birmingham B4 7ET, W Midlands, England
机构:
Islamic Azad Univ, Fac Management & Accounting, Dept Ind Management, Karaj Branch, Karaj, IranIslamic Azad Univ, Fac Management & Accounting, Dept Ind Management, Karaj Branch, Karaj, Iran
Azadi, Majid
;
Jafarian, Mostafa
论文数: 0引用数: 0
h-index: 0
机构:
NHH Norwegian Sch Econ, Dept Business & Management Sci, N-5045 Bergen, NorwayIslamic Azad Univ, Fac Management & Accounting, Dept Ind Management, Karaj Branch, Karaj, Iran
Jafarian, Mostafa
;
Saen, Reza Farzipoor
论文数: 0引用数: 0
h-index: 0
机构:
Islamic Azad Univ, Fac Management & Accounting, Dept Ind Management, Karaj Branch, Karaj, IranIslamic Azad Univ, Fac Management & Accounting, Dept Ind Management, Karaj Branch, Karaj, Iran
Saen, Reza Farzipoor
;
Mirhedayatian, Seyed Mostafa
论文数: 0引用数: 0
h-index: 0
机构:
NHH Norwegian Sch Econ, Dept Business & Management Sci, N-5045 Bergen, NorwayIslamic Azad Univ, Fac Management & Accounting, Dept Ind Management, Karaj Branch, Karaj, Iran