基于模糊积分和Mobius变换的三参数区间灰色语言变量决策方法

Baojun Sun, Cunbin Li, Jiahang Yuan
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摘要

本文提出了三参数区间灰色语言变量的概念,将三参数区间灰色数与灰色语言变量相结合。首先,给出了基本定义和新的规律。其次,考虑属性相互依赖,利用模糊积分理论构建了三参数区间灰色语言变量环境下的灰色模糊积分关联度决策模型。为了求解该模型,定义了基于权重和相互作用度的莫比乌斯变换系数,计算了二阶加性模糊测度。然后利用最大投影模型计算权重,由决策者确定交互关系和交互程度。然后,通过精确函数变换、灰色关联度和模糊测度计算方案的灰色模糊积分关联度。最后,通过一个算例验证了所提方法的有效性和可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Approach for three-parameter interval grey linguistic variable decision-making based on fuzzy integral and Mobius transformation
This paper presents the concept of three-parameter interval grey linguistic variable, which combines three-parameter interval grey numbers with grey linguistic variables. Firstly, basic definitions and new laws are given. Secondly, considering the attributes interdependency, this paper utilises the fuzzy integral theory to construct a grey fuzzy integral correlation degree decision-making model under three-parameter interval grey linguistic variable environment. To solve this model, the Mobius transformation coefficients based on weights and interaction degrees are defined to calculate two-order additive fuzzy measures. Then the maximum projection models are used to calculate the weights, and the interaction relations and interaction degrees are determined by decision makers. Subsequently, the grey fuzzy integral correlation degrees of alternatives are calculated by precise function transformation, grey correlation degree and fuzzy measures. At last, an illustrative example has been taken to demonstrate the validity and feasibility of the proposed method.
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