Setting targets with interval data envelopment analysis models via wang method

Data envelopment analysis (DEA) is a mathematical programming for evaluating the relative efficiency of decision making units (DMUs). The first DEA model (CCR model) assumed for exact data, later some authors introduced the applications of DEA which the data was imprecise. In imprecise data envelopm...

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Main Authors:	Najmeh Malekmohammadi, Azmi B Jaafar, Mansor Monsi
Format:	Article
Language:	English
Published:	Universiti Kebangsaan Malaysia 2010
Online Access:	http://journalarticle.ukm.my/7362/ http://journalarticle.ukm.my/7362/ http://journalarticle.ukm.my/7362/1/01_Md_Yeaminhossain.pdf

id	ukm-7362
recordtype	eprints
spelling	ukm-73622016-12-14T06:43:51Z http://journalarticle.ukm.my/7362/ Setting targets with interval data envelopment analysis models via wang method Najmeh Malekmohammadi, Azmi B Jaafar, Mansor Monsi, Data envelopment analysis (DEA) is a mathematical programming for evaluating the relative efficiency of decision making units (DMUs). The first DEA model (CCR model) assumed for exact data, later some authors introduced the applications of DEA which the data was imprecise. In imprecise data envelopment analysis (IDEA) the data can be ordinal, interval and fuzzy. Data envelopment analysis also can be used for the future programming of organizations and the response of the different policies, which is related to the target setting and resource allocation. The existing target model that conveys performance based targets in line with the policy making scenarios was defined for exact data. In this paper we improved the model for imprecise data such as fuzzy, ordinal and interval data. To deal with imprecise data we first established an interval DEA model. We used one of the methods to convert fuzzy and ordinal data into the interval data. A numerical experiment is used to illustrate the application to our interval model. Universiti Kebangsaan Malaysia 2010-06 Article PeerReviewed application/pdf en http://journalarticle.ukm.my/7362/1/01_Md_Yeaminhossain.pdf Najmeh Malekmohammadi, and Azmi B Jaafar, and Mansor Monsi, (2010) Setting targets with interval data envelopment analysis models via wang method. Sains Malaysiana, 39 (3). pp. 485-489. ISSN 0126-6039 http://www.ukm.my/jsm/english_journals/vol39num3_2010/contentsVol39num3_2010.html
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Kebangasaan Malaysia
building	UKM Institutional Repository
collection	Online Access
language	English
description	Data envelopment analysis (DEA) is a mathematical programming for evaluating the relative efficiency of decision making units (DMUs). The first DEA model (CCR model) assumed for exact data, later some authors introduced the applications of DEA which the data was imprecise. In imprecise data envelopment analysis (IDEA) the data can be ordinal, interval and fuzzy. Data envelopment analysis also can be used for the future programming of organizations and the response of the different policies, which is related to the target setting and resource allocation. The existing target model that conveys performance based targets in line with the policy making scenarios was defined for exact data. In this paper we improved the model for imprecise data such as fuzzy, ordinal and interval data. To deal with imprecise data we first established an interval DEA model. We used one of the methods to convert fuzzy and ordinal data into the interval data. A numerical experiment is used to illustrate the application to our interval model.
format	Article
author	Najmeh Malekmohammadi, Azmi B Jaafar, Mansor Monsi,
spellingShingle	Najmeh Malekmohammadi, Azmi B Jaafar, Mansor Monsi, Setting targets with interval data envelopment analysis models via wang method
author_facet	Najmeh Malekmohammadi, Azmi B Jaafar, Mansor Monsi,
author_sort	Najmeh Malekmohammadi,
title	Setting targets with interval data envelopment analysis models via wang method
title_short	Setting targets with interval data envelopment analysis models via wang method
title_full	Setting targets with interval data envelopment analysis models via wang method
title_fullStr	Setting targets with interval data envelopment analysis models via wang method
title_full_unstemmed	Setting targets with interval data envelopment analysis models via wang method
title_sort	setting targets with interval data envelopment analysis models via wang method
publisher	Universiti Kebangsaan Malaysia
publishDate	2010
url	http://journalarticle.ukm.my/7362/ http://journalarticle.ukm.my/7362/ http://journalarticle.ukm.my/7362/1/01_Md_Yeaminhossain.pdf
first_indexed	2023-09-18T19:49:30Z
last_indexed	2023-09-18T19:49:30Z
_version_	1777406124461391872

Setting targets with interval data envelopment analysis models via wang method

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