Defri Muhammad Chan, H. Mawengkang, Sawaluddin Nasution
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引用次数: 0
摘要
数据包络分析(DEA)是对非参数数学规划的使用,用于衡量组织决策单元(DMU)的效率。本研究采用Cooper and Rhodes (CCR)方法,即DEA-CCR乘数,该方法旨在确定待评估DMU的每个输入和输出变量的权重值,但不足以衡量效率优化。获取每个DMU的权值的有效值作为参考,以获取更新后的DMU输入输出值。得到了DMU效率值,并对其进行了评价。本文的研究结果显示了如何将乘数模型修正为包络模型。然后显示DMU的效率级别,这是每个DMU从处理LINDO应用程序的结果中获得的权重的结果。输入变量和输出变量的变化以表格和图形的形式显示在变化前后。改进后的DEA-CCR模型也能实现DMU超高的效率、有效性和生产率。
Measurement of DEA-Based ICT Development Efficiency Level with Modified CCR Method
Data Envelopment Analysis (DEA) is the use of non-parametric mathematical programming that is useful for measuring the efficiency of the Decision Making Unit (DMU) of an organization. This study uses the Cooper and Rhodes (CCR) method known as the DEA-CCR multiplier which aims to determine the weight value of each input and output variable of the DMU being evaluated, but it is not sufficient to measure efficiency optimization. To get an efficient value of the weight value of each DMU as a reference to get updated DMU input and output values. So that the DMU efficiency value is obtained which is evaluated. The results of this study show how to modify the Multiplier Model-CCR into the Envelopment Model-CCR. Then displays the efficient level DMU which is evaluated as a result of the weight each DMU gets from the results of processing the LINDO application. Illustrations of changes in input variables and output variables are displayed in the form of tables and figures before and after the changes. The modified DEA-CCR model can also complete DMU super efficiency, effectiveness and productivity.