Efficiency evaluation of wheat farming: a network data envelopment analysis approach
Traditional data envelopment analysis (DEA) models deal with measurement of relative efficiency of decision making units (DMUs) in which multiple-inputs consumed to produce multiple-outputs. One of the drawbacks of these models is neglecting internal processes of each system, which may have intermed...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Islamic Azad University, Qazvin Branch
2016-09-01
|
| Series: | Journal of Optimization in Industrial Engineering |
| Subjects: | |
| Online Access: | http://www.qjie.ir/article_254_24b29e7bf87a13691581d2c69fcdc8bb.pdf |
| _version_ | 1811280272294936576 |
|---|---|
| author | Reza Kazemi Matin Roza Azizi |
| author_facet | Reza Kazemi Matin Roza Azizi |
| author_sort | Reza Kazemi Matin |
| collection | DOAJ |
| description | Traditional data envelopment analysis (DEA) models deal with measurement of relative efficiency of decision making units (DMUs) in which multiple-inputs consumed to produce multiple-outputs. One of the drawbacks of these models is neglecting internal processes of each system, which may have intermediate products and/or independent inputs and/or outputs. In this paper some methods which are usable for network systems are briefly reviewed. A new unified model is also introduced which can be easily applied for performance measurement of all type of network production process. As an application of network DEA models, performance evaluation of wheat production in Iran provinces is considered and the results are compared.<br />Traditional data envelopment analysis (DEA) models deal with measurement of relative efficiency of decision making units (DMUs) in which multiple-inputs consumed to produce multiple-outputs. One of the drawbacks of these models is neglecting internal processes of each system, which may have intermediate products and/or independent inputs and/or outputs. In this paper some methods which are usable for network systems are briefly reviewed. A new unified model is also introduced which can be easily applied for performance measurement of all type of network production process. As an application of network DEA models, performance evaluation of wheat production in Iran provinces is considered and the results are compared. |
| first_indexed | 2024-04-13T01:11:50Z |
| format | Article |
| id | doaj.art-125bf30f1ed44982b046d5f2a8e58ed9 |
| institution | Directory Open Access Journal |
| issn | 2251-9904 2423-3935 |
| language | English |
| last_indexed | 2024-04-13T01:11:50Z |
| publishDate | 2016-09-01 |
| publisher | Islamic Azad University, Qazvin Branch |
| record_format | Article |
| series | Journal of Optimization in Industrial Engineering |
| spelling | doaj.art-125bf30f1ed44982b046d5f2a8e58ed92022-12-22T03:09:08ZengIslamic Azad University, Qazvin BranchJournal of Optimization in Industrial Engineering2251-99042423-39352016-09-0192010310910.22094/joie.2016.254254Efficiency evaluation of wheat farming: a network data envelopment analysis approachReza Kazemi Matin0Roza Azizi1Islamic Azad University, Karaj BranchAzad University, Karaj BranchTraditional data envelopment analysis (DEA) models deal with measurement of relative efficiency of decision making units (DMUs) in which multiple-inputs consumed to produce multiple-outputs. One of the drawbacks of these models is neglecting internal processes of each system, which may have intermediate products and/or independent inputs and/or outputs. In this paper some methods which are usable for network systems are briefly reviewed. A new unified model is also introduced which can be easily applied for performance measurement of all type of network production process. As an application of network DEA models, performance evaluation of wheat production in Iran provinces is considered and the results are compared.<br />Traditional data envelopment analysis (DEA) models deal with measurement of relative efficiency of decision making units (DMUs) in which multiple-inputs consumed to produce multiple-outputs. One of the drawbacks of these models is neglecting internal processes of each system, which may have intermediate products and/or independent inputs and/or outputs. In this paper some methods which are usable for network systems are briefly reviewed. A new unified model is also introduced which can be easily applied for performance measurement of all type of network production process. As an application of network DEA models, performance evaluation of wheat production in Iran provinces is considered and the results are compared.http://www.qjie.ir/article_254_24b29e7bf87a13691581d2c69fcdc8bb.pdfData Envelopment AnalysisNetwork DEAEfficiencyWheat production |
| spellingShingle | Reza Kazemi Matin Roza Azizi Efficiency evaluation of wheat farming: a network data envelopment analysis approach Journal of Optimization in Industrial Engineering Data Envelopment Analysis Network DEA Efficiency Wheat production |
| title | Efficiency evaluation of wheat farming: a network data envelopment analysis approach |
| title_full | Efficiency evaluation of wheat farming: a network data envelopment analysis approach |
| title_fullStr | Efficiency evaluation of wheat farming: a network data envelopment analysis approach |
| title_full_unstemmed | Efficiency evaluation of wheat farming: a network data envelopment analysis approach |
| title_short | Efficiency evaluation of wheat farming: a network data envelopment analysis approach |
| title_sort | efficiency evaluation of wheat farming a network data envelopment analysis approach |
| topic | Data Envelopment Analysis Network DEA Efficiency Wheat production |
| url | http://www.qjie.ir/article_254_24b29e7bf87a13691581d2c69fcdc8bb.pdf |
| work_keys_str_mv | AT rezakazemimatin efficiencyevaluationofwheatfarminganetworkdataenvelopmentanalysisapproach AT rozaazizi efficiencyevaluationofwheatfarminganetworkdataenvelopmentanalysisapproach |