Efficiency evaluation of wheat farming: a network data envelopment analysis approach

Journal of Optimization in Industrial Engineering

مقاله 11، دوره 9، شماره 20، آذر 2016، صفحه 103-109   

نوع مقاله: Original Manuscript

شناسه دیجیتال (DOI): 10.22094/joie.2016.254

نویسندگان

Reza Kazemi Matin^{* 1}؛ Roza Azizi²

¹Islamic Azad University, Karaj Branch

²Azad University, Karaj Branch

چکیده

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.
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.

کلیدواژه‌ها

Data envelopment analysis؛ Network DEA؛ Efficiency؛ Wheat production