A general inverse DEA model for non-radial DEA
文献类型：期刊论文
| 作者 | Zhang, GuoJun1,2; Cui, JinChuan1
|
| 刊名 | COMPUTERS & INDUSTRIAL ENGINEERING
 |
| 出版日期 | 2020-04-01 |
| 卷号 | 142页码:7 |
| 关键词 | Inverse DEA Non-radial DEA SBM Multi-objective programming |
| ISSN号 | 0360-8352 |
| DOI | 10.1016/j.cie.2020.106368 |
| 英文摘要 | Traditional inverse DEA models could be called inverse radial DEA because they are based on radial efficiency measures. Due to the neglect of slacks in evaluating the efficiency score, inverse radial DEA may mislead decision-making in some cases where slacks play important roles. In this paper, we proposed an integrated framework of inverse DEA called inverse non-radial DEA since it is based on non-radial DEA by multi-objective programming, which covers existing inverse DEA models. To further illustrate the inverse non-radial DEA, we construct the concrete mathematical formula of inverse SBM and some properties. In contrast to the radial approach, inverse non-radial DEA can overcome the error caused by ignoring slacks and provides more valuable information about inputs and outputs for decision-making by considering slacks. Although inverse non-radial DEA models are usually non-linear, we can convert it into a one-dimensional search problem about efficiency score, which can be solved by many existing efficient algorithms. A practical example is provided to demonstrate the advantages of inverse non-radial DEA models over inverse radial DEA models. |
| 资助项目 | Key Laboratory of Management, Decision and Information Systems, Chinese Academy of Science |
| WOS研究方向 | Computer Science ; Engineering |
| 语种 | 英语 |
| WOS记录号 | WOS:000525375800044 |
| 出版者 | PERGAMON-ELSEVIER SCIENCE LTD |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/51091]  |
| 专题 | 应用数学研究所 |
| 通讯作者 | Zhang, GuoJun |
| 作者单位 | 1.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China 2.Univ Chinese Acad Sci, Sch Math Sci, Beijing 100049, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zhang, GuoJun,Cui, JinChuan. A general inverse DEA model for non-radial DEA[J]. COMPUTERS & INDUSTRIAL ENGINEERING,2020,142:7. |
| APA | Zhang, GuoJun,&Cui, JinChuan.(2020).A general inverse DEA model for non-radial DEA.COMPUTERS & INDUSTRIAL ENGINEERING,142,7. |
| MLA | Zhang, GuoJun,et al."A general inverse DEA model for non-radial DEA".COMPUTERS & INDUSTRIAL ENGINEERING 142(2020):7. |
入库方式： OAI收割
来源：数学与系统科学研究院
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。