A novel Data Envelopment Analysis model for evaluating industrial production and environmental management system
Industrial production and environmental management systems should be simultaneously considered for sustainable development. This paper evaluated the performance of an integrated two-stage system using a proposed type-2 fuzzy bi-objective two-stage slacks-based measurement Data Envelopment Analysis m...
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| Vydané v: | Journal of cleaner production Ročník 170; s. 773 - 788 |
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| Médium: | Journal Article |
| Jazyk: | English |
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Elsevier Ltd
01.01.2018
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| ISSN: | 0959-6526, 1879-1786 |
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| Abstract | Industrial production and environmental management systems should be simultaneously considered for sustainable development. This paper evaluated the performance of an integrated two-stage system using a proposed type-2 fuzzy bi-objective two-stage slacks-based measurement Data Envelopment Analysis model with super efficiency. A Step Method was applied to solve for the Pareto optimal solution to ensure no implicit priority was given to one stage over the other, and a CV-based reduction method and generalized credibility based chance constrained programming were used to cope with the type-2 fuzzy variables. A case study in China was then developed from a time-perspective and a region-perspective, the results from which indicated that the overall performance of China's integrated system improved from 2005 to 2014, and the efficiency gap between the industrial production system and the environmental management system reduced, however, there was significant disparity shown across the different economic regions. Three comparative analyses were then conducted to highlight the superiority of the proposed model. The developed model was able to: measure efficiency scores and find proportionate ratios and disproportionate slacks for each DMU to decrease inputs for performance improvement, distinguish the DMU from DMUs with same efficiency value and indicate the maximum change scope for the inputs and outputs to maintain the DMU efficiency. In addition, type-2 fuzzy sets were incorporated to describe the fuzziness with greater flexibility, which can assist decision makers and produce more accurate, robust results. |
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| AbstractList | Industrial production and environmental management systems should be simultaneously considered for sustainable development. This paper evaluated the performance of an integrated two-stage system using a proposed type-2 fuzzy bi-objective two-stage slacks-based measurement Data Envelopment Analysis model with super efficiency. A Step Method was applied to solve for the Pareto optimal solution to ensure no implicit priority was given to one stage over the other, and a CV-based reduction method and generalized credibility based chance constrained programming were used to cope with the type-2 fuzzy variables. A case study in China was then developed from a time-perspective and a region-perspective, the results from which indicated that the overall performance of China's integrated system improved from 2005 to 2014, and the efficiency gap between the industrial production system and the environmental management system reduced, however, there was significant disparity shown across the different economic regions. Three comparative analyses were then conducted to highlight the superiority of the proposed model. The developed model was able to: measure efficiency scores and find proportionate ratios and disproportionate slacks for each DMU to decrease inputs for performance improvement, distinguish the DMU from DMUs with same efficiency value and indicate the maximum change scope for the inputs and outputs to maintain the DMU efficiency. In addition, type-2 fuzzy sets were incorporated to describe the fuzziness with greater flexibility, which can assist decision makers and produce more accurate, robust results. |
| Author | Pedrycz, Witold Xu, Zhongwen Zhou, Xiaoyang Yao, Liming Lev, Benjamin Tu, Yan |
| Author_xml | – sequence: 1 givenname: Xiaoyang surname: Zhou fullname: Zhou, Xiaoyang email: x.y.zhou@foxmail.com organization: International Business School, Shaanxi Normal University, Xi'an 710062, China – sequence: 2 givenname: Zhongwen surname: Xu fullname: Xu, Zhongwen organization: Business School, Sichuan University, Chengdu 610065, China – sequence: 3 givenname: Liming surname: Yao fullname: Yao, Liming email: lmyao@scu.edu.cn organization: Business School, Sichuan University, Chengdu 610065, China – sequence: 4 givenname: Yan surname: Tu fullname: Tu, Yan organization: School of Management, Wuhan University of Technology, Wuhan 430070, China – sequence: 5 givenname: Benjamin surname: Lev fullname: Lev, Benjamin organization: LeBow College of Business, Drexel University, Philadelphia, PA 19104, USA – sequence: 6 givenname: Witold surname: Pedrycz fullname: Pedrycz, Witold organization: Department of Electrical & Computer Engineering, University of Alberta, Alberta, Canada |
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| Title | A novel Data Envelopment Analysis model for evaluating industrial production and environmental management system |
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