scholarly journals Data envelopment analysis with common weights: the weight restriction approach

2018 ◽  
Vol 12 (3) ◽  
pp. 197-203 ◽  
Author(s):  
Azam Pourhabib Yekta ◽  
Sohrab Kordrostami ◽  
Alireza Amirteimoori ◽  
Reza Kazemi Matin
Keyword(s):  
Data Envelopment Analysis ◽  
Data Envelopment ◽  
Common Weights ◽  
Weight Restriction

Comprehensive Cross-Efficiency Methods with Common Weight Restrictions in Data Envelopment Analysis

2020 ◽  
Vol 37 (05) ◽  
pp. 2050019
Author(s):  
Qing Wang ◽  
Keke Wei ◽  
Yang Zhang ◽  
Xuan Wang
Keyword(s):  
Data Envelopment Analysis ◽  
Geometric Mean ◽  
Data Envelopment ◽  
Weight Restrictions ◽  
Aggregation Method ◽  
Self Evaluation ◽  
Weight Restriction ◽  
Restriction Methods ◽  
Common Weight ◽  
The Stability

Considering both self-evaluation and peer evaluation, the traditional data envelopment analysis (DEA) cross-efficiency method has been widely used to evaluate efficiency scores. However, it has several defects such as excessive weight flexibility, unstable evaluation, and aggregation irrationality. This paper proposes a novel comprehensive DEA cross-efficiency method where two novel weight restriction methods are used to enhance the stability and feasibility of evaluation. Then, final efficiency scores were calculated through the geometric mean aggregation method. Finally, an empirical example is used to demonstrate that the proposed methods are more reasonable and scientific.

scholarly journals Efficiency measures in fuzzy data envelopment analysis with common weights

2017 ◽  
Vol 13 (1) ◽  
pp. 237-249 ◽  
Author(s):  
Cheng-Kai Hu ◽  
◽  
Fung-Bao Liu ◽  
Cheng-Feng Hu ◽  
◽  
...  
Keyword(s):  
Data Envelopment Analysis ◽  
Data Envelopment ◽  
Fuzzy Data ◽  
Common Weights ◽  
Efficiency Measures ◽  
Fuzzy Data Envelopment Analysis

A novel dynamic credit risk evaluation method using data envelopment analysis with common weights and combination of multi-attribute decision-making methods

2021 ◽  
Vol 129 ◽  
pp. 105223
Author(s):  
Jalil Heidary Dahooie ◽  
Seyed Hossein Razavi Hajiagha ◽  
Shima Farazmehr ◽  
Edmundas Kazimieras Zavadskas ◽  
Jurgita Antucheviciene
Keyword(s):  
Decision Making ◽  
Data Envelopment Analysis ◽  
Credit Risk ◽  
Risk Evaluation ◽  
Evaluation Method ◽  
Data Envelopment ◽  
Common Weights ◽  
Multi Attribute Decision Making ◽  
Using Data

Determining common weights in data envelopment analysis based on the satisfaction degree

2016 ◽  
Vol 67 (12) ◽  
pp. 1446-1458 ◽  
Author(s):  
Jie Wu ◽  
Junfei Chu ◽  
Qingyuan Zhu ◽  
Yongjun Li ◽  
Liang Liang
Keyword(s):  
Data Envelopment Analysis ◽  
Data Envelopment ◽  
Satisfaction Degree ◽  
Common Weights
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