The extension and integration of the inverse DEA method

doi:10.1057/jors.2016.2

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	The extension and integration of the inverse DEA method
	Zhang, Meng; Cui, Jin-chuan
	2016-09-01
发表期刊	JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY
ISSN	0160-5682
卷号	67 期号:9 页码:1212-1220
摘要	The 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.
关键词	data envelopment analysis inverse DEA efficiency production possibility set multi-objective
DOI	10.1057/jors.2016.2
语种	英语
资助项目	Key Laboratory of Management, Decision and Information Systems, Chinese Academy of Science
WOS研究方向	Business & Economics ; Operations Research & Management Science
WOS类目	Management ; Operations Research & Management Science
WOS记录号	WOS:000384944700007
出版者	PALGRAVE MACMILLAN LTD
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/24000
专题	应用数学研究所
通讯作者	Cui, Jin-chuan
作者单位	Chinese Acad Sci, Acad Math & Syst Sci, Room 606,55 Zhuanguancun East Rd, Beijing 100190, Peoples R China
推荐引用方式 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.