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An efficiency evaluation problem including fuzzy weights

This paper presents a procedure to dissolve a fuzzy weights CCR model with numerical input and output data in the objective function. This technique is a combination of utilizing fuzzy operations arithmetic and traditional method in DEA in order to convert the model into two simple linear programmin...

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Main Authors: Heydar, Maryam, Abu Bakar, Mohd Rizam, Mansourirad, Ehsanollah, Leong, Wah June, Senu, Norazak
Format: Article
Language:English
Published: Institute for Mathematical Research, Universiti Putra Malaysia 2014
Online Access:http://psasir.upm.edu.my/id/eprint/39064/1/39064.pdf
http://psasir.upm.edu.my/id/eprint/39064/
http://einspem.upm.edu.my/journal/fullpaper/vol8soct/6.%20Maryam%20Heydar.pdf
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spelling my.upm.eprints.390642015-09-04T11:09:27Z http://psasir.upm.edu.my/id/eprint/39064/ An efficiency evaluation problem including fuzzy weights Heydar, Maryam Abu Bakar, Mohd Rizam Mansourirad, Ehsanollah Leong, Wah June Senu, Norazak This paper presents a procedure to dissolve a fuzzy weights CCR model with numerical input and output data in the objective function. This technique is a combination of utilizing fuzzy operations arithmetic and traditional method in DEA in order to convert the model into two simple linear programming problems with the purpose of detecting the effect of uncertain factors on the efficiency scores of decision making units (DMUs). It is in accordance with our determination to provide a method based on data envelopment analysis (DEA), supporting efficiency evaluation problems in fold fuzziness in factor weights to assist decision making issues. Institute for Mathematical Research, Universiti Putra Malaysia 2014-10 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/39064/1/39064.pdf Heydar, Maryam and Abu Bakar, Mohd Rizam and Mansourirad, Ehsanollah and Leong, Wah June and Senu, Norazak (2014) An efficiency evaluation problem including fuzzy weights. Malaysian Journal of Mathematical Sciences, 8 (S). pp. 61-70. ISSN 1823-8343; ESSN: 2289-750X http://einspem.upm.edu.my/journal/fullpaper/vol8soct/6.%20Maryam%20Heydar.pdf
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description This paper presents a procedure to dissolve a fuzzy weights CCR model with numerical input and output data in the objective function. This technique is a combination of utilizing fuzzy operations arithmetic and traditional method in DEA in order to convert the model into two simple linear programming problems with the purpose of detecting the effect of uncertain factors on the efficiency scores of decision making units (DMUs). It is in accordance with our determination to provide a method based on data envelopment analysis (DEA), supporting efficiency evaluation problems in fold fuzziness in factor weights to assist decision making issues.
format Article
author Heydar, Maryam
Abu Bakar, Mohd Rizam
Mansourirad, Ehsanollah
Leong, Wah June
Senu, Norazak
spellingShingle Heydar, Maryam
Abu Bakar, Mohd Rizam
Mansourirad, Ehsanollah
Leong, Wah June
Senu, Norazak
An efficiency evaluation problem including fuzzy weights
author_facet Heydar, Maryam
Abu Bakar, Mohd Rizam
Mansourirad, Ehsanollah
Leong, Wah June
Senu, Norazak
author_sort Heydar, Maryam
title An efficiency evaluation problem including fuzzy weights
title_short An efficiency evaluation problem including fuzzy weights
title_full An efficiency evaluation problem including fuzzy weights
title_fullStr An efficiency evaluation problem including fuzzy weights
title_full_unstemmed An efficiency evaluation problem including fuzzy weights
title_sort efficiency evaluation problem including fuzzy weights
publisher Institute for Mathematical Research, Universiti Putra Malaysia
publishDate 2014
url http://psasir.upm.edu.my/id/eprint/39064/1/39064.pdf
http://psasir.upm.edu.my/id/eprint/39064/
http://einspem.upm.edu.my/journal/fullpaper/vol8soct/6.%20Maryam%20Heydar.pdf
_version_ 1643832314806927360
score 13.211869

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