A FUZZY NON-RADIAL DATA ENVELOPMENT ANALYSIS (DEA) APPROACH TO MEASURE REGIONAL ENVIRONMENTAL PERFORMANCE OF CHINA

被引：3
|
作者：
Zhou, Zhongbao [1 ]
Zhao, Wei [1 ]
Lui, Siya [1 ]
Ma, Chaoqun [1 ]
Liu, Wenbin [1 ,2 ]
机构：
[1] Hunan Univ, Sch Business Adm, Changsha 410082, Hunan, Peoples R China
[2] Univ Kent, KBS, Canterbury CT2 7NZ, Kent, England
来源：
ENVIRONMENTAL ENGINEERING AND MANAGEMENT JOURNAL | 2015年 / 14卷 / 04期
基金：
中国国家自然科学基金;
关键词：
environmental efficiency; fuzzy DEA; Russell measure; undesirable output; EFFICIENCY; RANKING;
D O I：
10.30638/eemj.2015.080
中图分类号：
X [环境科学、安全科学];
学科分类号：
08 ; 0830 ;
摘要：
Data envelopment analysis (DEA) has been recently utilized as a multiple criteria tool for environmental performance evaluation by incorporating undesirable outputs. Most DEA models to measure environmental performance follows the assumptions of crisp data and radial measures. In this paper, we present a fuzzy non-radial DEA approach with Russell measure for environmental performance evaluation. A pair of bi-level mathematical programs is formulated to calculate the lower and upper bounds of the fuzzy efficiency score of the environmental efficiency at specific levels. We transform this pair of bi-level mathematical programs into a pair of conventional linear programs. A case study of 29 provinces, municipalities and autonomous regions of China using the proposed fuzzy non-radial DEA approach is also presented.
引用
收藏
页码：719 / 730
页数：12
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