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...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Institute for Mathematical Research, Universiti Putra Malaysia
2014
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| Online Access: | http://psasir.upm.edu.my/id/eprint/39064/1/39064.pdf |
| _version_ | 1796973466122977280 |
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| author | Heydar, Maryam Abu Bakar, Mohd Rizam Mansourirad, Ehsanollah Leong, Wah June Senu, Norazak |
| author_facet | Heydar, Maryam Abu Bakar, Mohd Rizam Mansourirad, Ehsanollah Leong, Wah June Senu, Norazak |
| author_sort | Heydar, Maryam |
| collection | UPM |
| 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. |
| first_indexed | 2024-03-06T08:43:04Z |
| format | Article |
| id | upm.eprints-39064 |
| institution | Universiti Putra Malaysia |
| language | English |
| last_indexed | 2024-03-06T08:43:04Z |
| publishDate | 2014 |
| publisher | Institute for Mathematical Research, Universiti Putra Malaysia |
| record_format | dspace |
| spelling | 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 |
| spellingShingle | Heydar, Maryam Abu Bakar, Mohd Rizam Mansourirad, Ehsanollah Leong, Wah June Senu, Norazak An efficiency evaluation problem including fuzzy weights |
| title | 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_short | An efficiency evaluation problem including fuzzy weights |
| title_sort | efficiency evaluation problem including fuzzy weights |
| url | http://psasir.upm.edu.my/id/eprint/39064/1/39064.pdf |
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