TOPSIS Model for evaluating the corporate environmental performance under intuitionistic fuzzy environment

Qing Liu
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引用次数: 7

Abstract

With global resource waste and environmental pollution becoming increasingly serious, corporate environmental performance (CEP) has received much attention from researchers over the past decade. As an important part of economic development, enterprises also pay increasingly attention to environmental protection and pollution control. CEP is regarded as the result of corporate environmental management. Assessing CEP can not only make enterprises focus on the environmental protection and management, but also promote sustainable social development. And it is frequently viewed as a multi-attribute group decision-making (MAGDM) issue. Thus, a novel MAGDM method is needed to tackle it. Depending on the conventional TOPSIS (Technique for Order Preferenceby Similarity to Ideal Solution) method and intuitionistic fuzzy sets (IFSs), this essay design a novel intuitive distance based IF-TOPSIS method to assess CEP. First of all, a related literature review is conducted. What’s more, some necessary theories related to IFSs are briefly reviewed. In addition, since subjective randomness frequently exists in determining criteria weights, the weights of criteria is decided objectively by utilizing CRITIC method. Afterwards, relying on novel distance measures between IFNs, the conventional TOPSIS method is extended to the intuitionistic fuzzy environment to calculate assessment score of each enterprise. Eventually, an application about CEP evaluation and some comparative analysis have been given to demonstrate the superiority of the designed method. The results illustrate that the designed framework is useful for assessing CEP.
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直觉模糊环境下企业环境绩效评价的TOPSIS模型
随着全球资源浪费和环境污染的日益严重,企业环境绩效(CEP)在过去的十年中受到了研究者的广泛关注。作为经济发展的重要组成部分,企业也越来越重视环境保护和污染控制。CEP被认为是企业环境管理的结果。评估CEP不仅可以使企业重视环境保护和管理,而且可以促进社会的可持续发展。它经常被看作是一个多属性群体决策问题。因此,需要一种新的MAGDM方法来解决这一问题。本文在传统的TOPSIS (technical for Order Preferenceby Similarity to Ideal Solution)方法和直觉模糊集(ifs)的基础上,设计了一种新的基于直觉距离的IF-TOPSIS方法来评估CEP。首先,对相关文献进行综述。此外,本文还简要介绍了与金融服务相关的一些必要理论。另外,由于标准权重的确定往往存在主观随机性,因此采用CRITIC方法客观地确定标准的权重。然后,依靠ifn之间新颖的距离度量,将传统的TOPSIS方法扩展到直觉模糊环境中,计算各企业的评价分数。最后,通过对CEP评价的应用和对比分析,证明了所设计方法的优越性。结果表明,所设计的框架可用于评估CEP。
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