Specification of a performance indicator using the evidential-reasoning approach
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- 作者：Jian Caoa ; b ; Guanghua Chenc ; Mohammad Khoveynid ; Robabeh Eslamie ; Guoliang Yangf ; glyang@casipm.ac.cn" class="auth_mail" title="E-mail the corresponding author
- 关键词：Data envelopment analysis ; Efficient frontier ; Anti-efficient frontier ; The evidential-reasoning approach
- 刊名：Knowledge-Based Systems
- 出版年：2016
- 出版时间：15 January 2016
- 年：2016
- 卷：92
- 期：Complete
- 页码：138-150
- 全文大小：942 K
文摘
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There are three main problems in DEA concluding overestimation, discrimination, and the handling the peculiar DMUs.
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The evidential-reasoning approach is used to construct a performance indicator.
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The constructed performance indicator is employed to combine the information from classic and inverted DEA.
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The proposed approach can overcome the three mentioned problems.
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Numerical simulation and empirical studies are conducted to present the findings.