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A novel fuzzy data envelopment analysis for measuring corporate sustainability performance

机译:衡量企业可持续发展绩效的新型模糊数据包络分析

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摘要

In spite of the fact that sustainability performance evaluation receives extensive attention from industrial enterprises, international organisations and researchers, some questions remain on how to evaluate sustainability. Hence, evaluation of corporate sustainability performance is a significant issue and has a strategic importance for every company. One of the techniques that can be used for measuring corporate sustainability performance is data envelopment analysis (DEA). In this paper, DEA is applied as a technique to deal with measuring corporate sustainability performance. Due to the ambiguity into the data of decision making problems, the DEA model should be formulated under fuzzy environment. Therefore, in this paper, a DEA model is developed in fuzzy framework measuring corporate sustainability performance. On the other hand, because of the complexity of the proposed model, fuzzy simulation is used along with genetic algorithm to solve the problem. A numerical example is presented to illustrate applicability of proposed model.
机译:尽管可持续发展绩效评估受到了工业企业,国际组织和研究人员的广泛关注,但仍然存在一些关于如何评估可持续性的问题。因此,对公司可持续发展绩效的评估是一个重要问题,对每家公司都具有战略重要性。可以用来衡量公司可持续发展绩效的技术之一是数据包络分析(DEA)。在本文中,DEA被用作一种衡量企业可持续性绩效的技术。由于决策问题的数据含糊不清,因此应在模糊环境下建立DEA模型。因此,本文在模糊框架中建立了衡量企业可持续发展绩效的DEA模型。另一方面,由于所提出模型的复杂性,将模糊仿真与遗传算法一起使用来解决该问题。数值例子说明了所提出模型的适用性。

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