A non-radial approach to improve the interval cost efficiency score in DEA

被引:0
|
作者
Tohidi G. [1 ]
Tohidnia S. [1 ]
机构
[1] Department of Mathematics, Islamic Azad University, Central Tehran Branch, Tehran
关键词
Cost efficiency; Data envelopment analysis; DEA; Ideal input vector; Interval data; Non-radial model;
D O I
10.1504/IJISE.2021.118255
中图分类号
学科分类号
摘要
This paper suggests an approach for improving the cost efficiency score of inefficient decision making units (DMUs) with interval data. Corresponding to each inefficient DMU, we consider an interval ideal input vector and then develop two non-radial models to determine a point in the production possibility set that can produce the given interval output vector with the minimum possible cost and is closest point to the corresponding ideal point. By replacing the observed interval input vector with the interval input vector of the obtained point, one can improve the lower bound of the interval cost efficiency score as much as possible while the upper bound can achieve one. A numerical example also will be designed to demonstrate the applicability of the proposed approach. Copyright © 2021 Inderscience Enterprises Ltd.
引用
下载
收藏
页码:151 / 161
页数:10
相关论文
共 50 条
  • [31] Assessing input efficiencies of specialised milk farms in the EU by using a non-radial DEA approach
    Miran, Bulent
    ANIMAL PRODUCTION SCIENCE, 2024, 64 (13)
  • [32] Assessing the performance of Taiwan's environmental protection system with a non-radial network DEA approach
    Huang, Chin-wei
    Chiu, Yung-ho
    Fang, Wei-ta
    Shen, Neng
    ENERGY POLICY, 2014, 74 : 547 - 556
  • [33] Environmental efficiency assessment of Dublin Port using two-stage non-radial DEA model
    Djordjevic, Boban
    Maitra, Raja
    Ghosh, Bidisha
    MARITIME TRANSPORT RESEARCH, 2023, 4
  • [34] Efficiency analysis of penitentiary centers in Spain using radial and non-radial DEA and its determinants factors 2015-2020
    De Jorge-Moreno, J.
    Delgado, Laura Gil
    Fernandez, Victor Garcia
    Ventura, Silvia Garcia
    Mendez, Laura Granado
    Moreno, Ainhoa Samaniego
    EUROPEAN JOURNAL OF LAW AND ECONOMICS, 2024, 58 (01) : 47 - 69
  • [35] Methodological comparison among radial, non-radial and intermediate approaches for DEA environmental assessment
    Sueyoshi, Toshiyuki
    Yuan, Yan
    Li, Aijun
    Wang, Daoping
    ENERGY ECONOMICS, 2017, 67 : 439 - 453
  • [36] The Environmental Assessment on Chinese Logistics Enterprises Based on Non-Radial DEA
    Liu, Jie
    Yuan, Chunhui
    Li, Xiaolong
    ENERGIES, 2019, 12 (24)
  • [37] A Non-radial Model for Evaluating Multiperiod Aggregative Efficiency
    Hadi-Vencheh, A.
    Esmaeilzadeh, A.
    APPLICATION OF MATHEMATICS IN TECHNICAL AND NATURAL SCIENCES (AMITANS '14), 2014, 1629 : 349 - 353
  • [38] DEA environmental assessment on US petroleum industry: Non-radial approach with translation invariance in time horizon
    Sueyoshi, Toshiyuki
    Wang, Derek
    ENERGY ECONOMICS, 2018, 72 : 276 - 289
  • [39] Measurement of returns to scale using a non-radial DEA model: A range-adjusted measure approach
    Sueyoshi, Toshiyuki
    Sekitani, Kazuyuki
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 176 (03) : 1918 - 1946
  • [40] Efficiency and reduction cost of carbon emissions in China: a non-radial directional distance function method
    Wang, Sufeng
    Chu, Chu
    Chen, Guozhong
    Peng, Zhanglin
    Li, Fangyi
    JOURNAL OF CLEANER PRODUCTION, 2016, 113 : 624 - 634