A two stage data envelopment analysis model with undesirable output

Adam Shariff Adli, Aminuddin and Nor Izzati, Jaini and Maznah, Mat Kasim and Mohd Kamal, Mohd Nawawi (2017) A two stage data envelopment analysis model with undesirable output. In: 1st International Conference on Applied and Industrial Mathematics and Statistics 2017, ICoAIMS 2017, 8-10 August 2017 , Vistana City Centre, Kuantan, Pahang. pp. 1-5., 890 (1). ISSN 17426588

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The dependent relationship among the decision making units (DMU) is usually assumed to be non-existent in the development of Data Envelopment Analysis (DEA) model. The dependency can be represented by the multi-stage DEA model, where the outputs from the precedent stage will be the inputs for the latter stage. The multi-stage DEA model evaluate both the efficiency score for each stages and the overall efficiency of the whole process. The existing multi stage DEA models do not focus on the integration with the undesirable output, in which the higher input will generate lower output unlike the normal desirable output. This research attempts to address the inclusion of such undesirable output and investigate the theoretical implication and potential application towards the development of multi-stage DEA model.

Item Type: Conference or Workshop Item (Speech)
Additional Information: Indexed by Scopus
Uncontrolled Keywords: Decision making; DEA models; Multi stage
Subjects: Q Science > QA Mathematics
Faculty/Division: Faculty of Industrial Sciences And Technology
Depositing User: Dr. Adam Shariff Adli Aminuddin
Date Deposited: 05 Jun 2018 04:03
Last Modified: 17 Jul 2018 07:18
URI: http://umpir.ump.edu.my/id/eprint/20029
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