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The extension and integration of the inverse DEA method
Zhang, Meng; Cui, Jin-chuan
2016-09-01
Source PublicationJOURNAL OF THE OPERATIONAL RESEARCH SOCIETY
ISSN0160-5682
Volume67Issue:9Pages:1212-1220
AbstractThe inverse DEA (Data Envelopment Analysis) method is primarily used to analyse the changing relationship between the inputs and outputs of a DMU (Decision-Making Unit) when its efficiency is kept constant or set to a target value. However, the existing inverse DEA method cannot be applied directly to estimate all the changing relationships. For example, the existing DEA models fail to estimate the input variations when the supervisor wants to maintain the DMU's output-oriented efficiency during the downscaling of production. This paper analyses all the possible changing relationships that need to be solved by the inverse DEA method and develops different models for both the output and input orientations, accomplishing the extension and integration of the inverse DEA model. For illustration of our results, a numerical example is given.
Keyworddata envelopment analysis inverse DEA efficiency production possibility set multi-objective
DOI10.1057/jors.2016.2
Language英语
Funding ProjectKey Laboratory of Management, Decision and Information Systems, Chinese Academy of Science
WOS Research AreaBusiness & Economics ; Operations Research & Management Science
WOS SubjectManagement ; Operations Research & Management Science
WOS IDWOS:000384944700007
PublisherPALGRAVE MACMILLAN LTD
Citation statistics
Cited Times:4[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/24000
Collection应用数学研究所
AffiliationChinese Acad Sci, Acad Math & Syst Sci, Room 606,55 Zhuanguancun East Rd, Beijing 100190, Peoples R China
Recommended Citation
GB/T 7714
Zhang, Meng,Cui, Jin-chuan. The extension and integration of the inverse DEA method[J]. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY,2016,67(9):1212-1220.
APA Zhang, Meng,&Cui, Jin-chuan.(2016).The extension and integration of the inverse DEA method.JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY,67(9),1212-1220.
MLA Zhang, Meng,et al."The extension and integration of the inverse DEA method".JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY 67.9(2016):1212-1220.
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