NDLI: A new modified DEA model for distinguishing efficient decision making units

Content Provider	IEEE Xplore Digital Library
Author	Sun Kai
Copyright Year	2009
Description	Author affiliation: College of Management, Harbin University of Science and Technology, China, 150040 (Sun Kai)
Abstract	The efficiency evaluation value which is provided by $C^{2}R$ model of data envelopment analysis (DEA) can be used for ranking decision making units (DMUs), however, this ranking procedure does not yield relative rankings for those units with 100% efficiency. Some researchers have proposed a modified efficiency measure for efficient units which can be used for ranking, but this ranking breaks down in some cases, and can be unstable when one of the DMUs has a relatively small value for some of its inputs. To solve the problems of distinguishing efficient DMUs and unreasonable input and output weights in traditional $C^{2}R$ model of DEA, a modified DEA model $(MC^{2}R)$ for distinguishing DMUs is set up in this paper by introducing two virtual DMUs. The common weights vector is computed and then all DMUs are distinguished and ranked with the modified model. The result of an example proves that our new model can differentiate the efficient DMUs in $C^{2}R$ model and give a more reasonable evaluation.
Starting Page	196
Ending Page	200
File Size	162308
Page Count	5
File Format	PDF
ISBN	9781424439706
DOI	10.1109/ICMSE.2009.5317516
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-09-14
Publisher Place	Russia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Decision making efficiency evaluation Conference management Data engineering Educational institutions decision making units Sun Technology management Measurement units Engineering management data envelopment analysis Production Data envelopment analysis
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

An Improvement on DEA Model for Many Efficient DMUs

DEA based multiple criteria evaluation and the cross efficiency method for units ranking

A New Performance Evaluation Method Based on Multiple-Parameters Evaluation and DEA Model

Research on the Evaluation of Innovation Efficiency for China's Regional Innovation System by Utilizing DEA

Integrating ICA and DEA Model for Efficiency Measurement

Research on Competitive Powers Evaluation of Chinese Construction Enterprises Based on DEA

A New Model for Classifying Inputs and Outputs and Evaluating the DMUs Efficiency in DEA Based on Cobb-Douglas Production Function

Efficiency Measurement of Logistics Public Companies Basing on the Modified DEA Model

The Efficiency Evaluation of the College Which Based on DEA

A new modified DEA model for distinguishing efficient decision making units

Similar Documents

An Improvement on DEA Model for Many Efficient DMUs

DEA based multiple criteria evaluation and the cross efficiency method for units ranking

A New Performance Evaluation Method Based on Multiple-Parameters Evaluation and DEA Model

Research on the Evaluation of Innovation Efficiency for China's Regional Innovation System by Utilizing DEA

Integrating ICA and DEA Model for Efficiency Measurement

Research on Competitive Powers Evaluation of Chinese Construction Enterprises Based on DEA

A New Model for Classifying Inputs and Outputs and Evaluating the DMUs Efficiency in DEA Based on Cobb-Douglas Production Function

Efficiency Measurement of Logistics Public Companies Basing on the Modified DEA Model

The Efficiency Evaluation of the College Which Based on DEA

A new modified DEA model for distinguishing efficient decision making units