球形模糊环境下多属性群决策的EDAS方法

F. Diao, G. Wei
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引用次数: 1

摘要

尽管多属性群体决策问题在优化设计领域具有重要意义,但由于其不确定性和模糊性,提出解决方案仍然是一个巨大的挑战。球面模糊集(SFSs)可以更广泛地表达MAGDM问题的模糊和复杂信息。基于平均解距离的评价方法(EDAS)作为一种实用性很强的决策方法,在解决MAGDM问题中受到了研究者的广泛关注。本文提出了一种球面模糊EDAS (SF-EDAS)方法来解决MAGDM问题。此外,还引入了熵值法来确定客观权重,使权重信息更加合理。最后,用SF-EDAS方法求解了一个实例,验证了该方法在MAGDM问题中的应用效率。SF-EDAS方法为解决SFSs下的MAGDM问题提供了有效的方法,EDAS也为进一步推广其他决策环境提供了参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
EDAS method for multiple attribute group decision making under spherical fuzzy environment
Despite the importance of multi-attribute group decision making (MAGDM) problem in the field of optimal design, it is still a huge challenge to propose a solution due to its uncertainty and fuzziness. The spherical fuzzy sets (SFSs) can express vague and complicated information of MAGDM problem more widely. The Evaluation based on Distance from Average Solution (EDAS) method, as a highly practical decision-making method, has received extensive attention from researchers for solving MAGDM problem. In this paper, a spherical fuzzy EDAS (SF-EDAS) method is proposed to solve the MAGDM problem. Moreover, the entropy method is also introduced to determine objective weights, resulting in a more proper weight information. In addition, a practical example is settled by SF-EDAS method, which proves the excellent efficiency in applications of MAGDM problem. The SF-EDAS method provides an effective method for solving MAGDM problems under SFSs, and EDAS also provides a reference for further promotion of other decision-making environments.
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