一种不涉及零权的基于交叉效率矩阵的有效单元排序方法

Q4 Mathematics
Marziye Mirzadeh Tahroodi, A. Payan
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引用次数: 0

摘要

以前的交叉效率模型的一个基本缺陷是权值可能为零。这种情况发生在CE模型中有效响应的输入和输出中。因此,输入权值和输出权值等于0的权值在计算CE分数时不起作用。为了克服这一问题,本文提出了一种防止CE方法中最优权值为零的思想。该方法可推广到所有CE模型。在此基础上,提出了一个0 - 1混合线性规划问题,以获得初始CE模型的最优解之间的一组非零权。然后,将0 - 1混合线性规划问题转化为等效线性规划问题。然后,根据一致的CE矩阵对有效单元进行排序。为了说明该模型并说明其优点,给出了一个算例。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A method to rank the efficient units based on cross efficiency matrix without involving the zero weights
One of the basic objections of the previous models of cross efficiency (CE) is the possibility for the weights to equal zero. This case takes place for the inputs and the outputs in the efficient responses in CE models. Therefore, the input and the output weights which equal zero do not play a role in computing the score of the CE. In this paper, to overcome this problem, an idea to prevent the optimal weights to equal zero in the CE method is offered. This new method can be expanded to all CE models. Based on the offered method, a zero-one mixed linear programming problem is proposed to obtain a set of non-zero weights among the optimal solutions of the preliminary CE model. Following, the zero-one mixed linear programming problem is changed into an equivalent linear program. Then, according to a consistent CE matrix the efficient units are ranked. In order to explain the model and indicate its advantage, an example is given.
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来源期刊
International Journal of Data Analysis Techniques and Strategies
International Journal of Data Analysis Techniques and Strategies Decision Sciences-Information Systems and Management
CiteScore
1.20
自引率
0.00%
发文量
21
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