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A robust AHP-DEA method for measuring the relative efficiency: An application of airport industry

机译:一种可靠的AHP-DEA测量相对效率的方法:机场行业的应用

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Measuring the relative efficiency of similar units has been an important topic of research among many researchers. Data envelopment analysis has been one of the most important techniques for measuring the efficiency of different units. However, there are some limitations on using such technique and some people prefer to use other methods such as analytical hierarchy process to measure the relative efficiencies. Besides, uncertainty in the input data is another issue, which makes some misleading results. In this paper, we present an integrated robust DEA-AHP to measure the relative efficiency of similar units. The proposed model of this is believed to capable of presenting better results in terms of efficiency compared with exclusive usage of DEA or AHP. The implementation of the proposed model is demonstrated for a real-world case study of Airport industry and the results are analyzed.
机译:测量相似单位的相对效率已成为许多研究人员的重要研究课题。数据包络分析已成为衡量不同单元效率的最重要技术之一。但是,使用这种技术存在一些局限性,有些人更喜欢使用其他方法(例如层次分析法)来测量相对效率。此外,输入数据的不确定性是另一个问题,这会产生一些误导性的结果。在本文中,我们提出了一个集成的鲁棒DEA-AHP来测量相似单元的相对效率。与DEA或AHP的独占使用相比,该模型的提出被认为能够在效率方面提供更好的结果。对该模型的实现进行了演示,以用于机场行业的实际案例研究,并对结果进行了分析。

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