EDAS-aided intelligent decision-making in interior decoration design quality assessment using 2-tuple linguistic pythagorean fuzzy sets

IF 0.6 Q4 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE International Journal of Knowledge-Based and Intelligent Engineering Systems Pub Date : 2023-08-31 DOI:10.3233/kes-230126
Li Yan
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引用次数: 0

Abstract

Interior decoration design can refine its functions, improve environmental quality, improve spatial form, and is closely related to buildings, structures, equipment, etc. The quality of interior decoration design directly affects a series of issues such as safety, quality, cost savings, environmental protection, and aesthetic practicality of the project, and the quality inspection of interior decoration design can control the safety, quality, cost savings, environmental protection, and aesthetic practicality of the interior decoration project in advance, reducing the occurrence of safety and quality accidents during construction and use, And it plays a proactive role in cost saving and environmental protection of decoration projects, and can also provide reasonable suggestions in terms of aesthetics, practicality, etc., so as to make indoor decoration projects safer and more perfect. The quality evaluation of interior decoration design is a classical multiple attribute group decision making (MAGDM) problem. This paper extends the EDAS method to the 2-tuple linguistic Pythagorean fuzzy sets (2TLPFSs). On the basis of the original EDAS method, 2-tuple linguistic Pythagorean fuzzy EDAS (2TLPF-EDAS) method based on the Hamming distance and Euclid distance is built for MAGDM. The information entropy method is used to obtain the weight information based on the score function and accuracy function under 2TLPFSs. Finally, a case study for quality evaluation of interior decoration design show that the new method proposed in this paper is reasonable.
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基于二元语言毕达哥拉斯模糊集的edas辅助室内装饰设计质量评价智能决策
室内装饰设计可以细化其功能,改善环境质量,改善空间形态,与建筑、构筑物、设备等密切相关。室内装饰设计的质量直接影响到工程的安全、质量、节本、环保、审美实用性等一系列问题,而室内装饰设计的质量检验可以提前把控室内装饰工程的安全、质量、节本、环保、审美实用性,减少施工和使用过程中安全质量事故的发生。并且对装修工程的成本节约和环保起到积极主动的作用,还可以在美观、实用等方面提供合理的建议,从而使室内装修工程更安全、更完善。室内装饰设计质量评价是一个经典的多属性群体决策问题。本文将EDAS方法推广到二元语言毕达哥拉斯模糊集(2tlpfs)。在原有EDAS方法的基础上,建立了基于Hamming距离和Euclid距离的2元语言毕达哥拉斯模糊EDAS (2TLPF-EDAS)方法。基于2tlpfs下的分数函数和精度函数,采用信息熵法获得权重信息。最后,以室内装饰设计质量评价为例,验证了本文方法的合理性。
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2.10
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22
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