A two stage data envelopment analysis model with undesirable output

A two stage data envelopment analysis model with undesirable output

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 la...

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Main Authors: Adam Shariff Adli, Aminuddin, Nor Izzati, Jaini, Maznah, Mat Kasim, Mohd Kamal, Mohd Nawawi
Format: Conference or Workshop Item
Language:English
Published: IOP Publishing Ltd 2017
Subjects:
QA Mathematics
Online Access:http://umpir.ump.edu.my/id/eprint/20029/
http://umpir.ump.edu.my/id/eprint/20029/
http://umpir.ump.edu.my/id/eprint/20029/1/Adli_Aminuddin_2017_J._Phys.%253A_Conf._Ser._890_012110.pdf
id ump-20029
recordtype eprints
spelling ump-200292018-07-17T07:18:24Z http://umpir.ump.edu.my/id/eprint/20029/ A two stage data envelopment analysis model with undesirable output Adam Shariff Adli, Aminuddin Nor Izzati, Jaini Maznah, Mat Kasim Mohd Kamal, Mohd Nawawi QA Mathematics 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. IOP Publishing Ltd 2017 Conference or Workshop Item PeerReviewed application/pdf en cc_by http://umpir.ump.edu.my/id/eprint/20029/1/Adli_Aminuddin_2017_J._Phys.%253A_Conf._Ser._890_012110.pdf 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 http://iopscience.iop.org/article/10.1088/1742-6596/890/1/012110/pdf
repository_type Digital Repository
institution_category Local University
institution Universiti Malaysia Pahang
building UMP Institutional Repository
collection Online Access
language English
topic QA Mathematics
spellingShingle QA Mathematics
Adam Shariff Adli, Aminuddin
Nor Izzati, Jaini
Maznah, Mat Kasim
Mohd Kamal, Mohd Nawawi
A two stage data envelopment analysis model with undesirable output
description 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.
format Conference or Workshop Item
author Adam Shariff Adli, Aminuddin
Nor Izzati, Jaini
Maznah, Mat Kasim
Mohd Kamal, Mohd Nawawi
author_facet Adam Shariff Adli, Aminuddin
Nor Izzati, Jaini
Maznah, Mat Kasim
Mohd Kamal, Mohd Nawawi
author_sort Adam Shariff Adli, Aminuddin
title A two stage data envelopment analysis model with undesirable output
title_short A two stage data envelopment analysis model with undesirable output
title_full A two stage data envelopment analysis model with undesirable output
title_fullStr A two stage data envelopment analysis model with undesirable output
title_full_unstemmed A two stage data envelopment analysis model with undesirable output
title_sort two stage data envelopment analysis model with undesirable output
publisher IOP Publishing Ltd
publishDate 2017
url http://umpir.ump.edu.my/id/eprint/20029/
http://umpir.ump.edu.my/id/eprint/20029/
http://umpir.ump.edu.my/id/eprint/20029/1/Adli_Aminuddin_2017_J._Phys.%253A_Conf._Ser._890_012110.pdf
first_indexed 2023-09-18T22:28:42Z
last_indexed 2023-09-18T22:28:42Z
_version_ 1777416139835441152

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