Data envelopment analysis model and its application on technical efficiency evaluation of coal enterprise

F. Pan, N. Li, J. Gao
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引用次数: 1

Abstract

A math model based on Data Envelopment Analysis was proposed to make comprehensive technical efficiency evaluation for coal enterprise with multi-input and multi-output systems generally, and this makes it complex and difficult to make precise technical efficiency evaluation, for example, it is hard to set evaluating weights index and difficult to get sound evaluation when the evaluation function is unknown. However, these difficulties can be avoided with DEA model. The C2GS2 model and EC2GS2 model derived from C2GS2 model were proposed and their efficiency judgment criterions were given in this paper. Then based on existing data, the model was applied to make technical efficiency evaluation for Chinese coal enterprises to estimate their technical performance.
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数据包络分析模型及其在煤炭企业技术效率评价中的应用
提出了一种基于数据包络分析的数学模型,对一般多投入多产出系统的煤炭企业进行综合技术效率评价,这给技术效率的精确评价带来复杂和困难,如评价权重指标难以设定,评价函数未知时难以得到合理的评价。而采用DEA模型可以避免这些困难。提出了C2GS2模型和由C2GS2模型衍生而来的EC2GS2模型,并给出了它们的效率判断准则。然后在现有数据的基础上,运用该模型对我国煤炭企业进行技术效率评价,对其技术绩效进行评价。
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