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
相关论文
共 50 条
  • [1] Analysis of China's Regional Economic Environmental Performance: A Non-radial Multi-objective DEA Approach
    Ding, Tao
    Zhou, Zhixiang
    Dai, Qianzhi
    Liang, Liang
    [J]. COMPUTATIONAL ECONOMICS, 2020, 55 (04) : 1209 - 1231
  • [2] Analysis of China’s Regional Economic Environmental Performance: A Non-radial Multi-objective DEA Approach
    Tao Ding
    Zhixiang Zhou
    Qianzhi Dai
    Liang Liang
    [J]. Computational Economics, 2020, 55 : 1209 - 1231
  • [3] A non-radial DEA approach to measuring environmental performance
    Zhou, Peng
    Poh, Kim Leng
    Ang, Beng Wah
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 178 (01) : 1 - 9
  • [4] Environmental efficiency analysis of transportation system in China: A non-radial DEA approach
    Chang, Young-Tae
    Zhang, Ning
    Danao, Denise
    Zhang, Nan
    [J]. ENERGY POLICY, 2013, 58 : 277 - 283
  • [5] Environmental performance in OECD countries: A non-radial DEA approach
    Gavurova, Beata
    Kocisova, Kristina
    Behun, Marcel
    Tarhanicova, Miriam
    [J]. ACTA MONTANISTICA SLOVACA, 2018, 23 (02) : 206 - 215
  • [6] A novel fuzzy non-radial data envelopment analysis: An application in transportation
    Mahla, Deepak
    Agarwal, Shivi
    Mathur, Trilok
    [J]. RAIRO-OPERATIONS RESEARCH, 2021, 55 (04) : 2189 - 2202
  • [7] Efficiency measure on the truck restriction policy in China: A non-radial data envelopment model
    Chen, Xiaodong
    Wu, Ge
    Li, Ding
    [J]. TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2019, 129 : 140 - 154
  • [8] Measuring environmental performance in China's industrial sectors with non-radial DEA
    Meng, F. Y.
    Fan, L. W.
    Zhou, P.
    Zhou, D. Q.
    [J]. MATHEMATICAL AND COMPUTER MODELLING, 2013, 58 (5-6) : 1047 - 1056
  • [9] Research on Regional Environmental Performance and its Influential Factors in the North of China based on Non-radial DEA Model
    Bai, Yongping
    Hao, Yongpei
    [J]. 2012 INTERNATIONAL CONFERENCE ON ECOLOGY, WASTE RECYCLING, AND ENVIRONMENT (ICEWE 2012), 2012, 7 : 171 - 180
  • [10] Regional operational and environmental performance evaluation in China: non-radial DEA methodology under natural and managerial disposability
    Malin Song
    Guijun Zhang
    Kuangnan Fang
    Jing Zhang
    [J]. Natural Hazards, 2016, 84 : 243 - 265
12345