基于后悔理论的三参数区间灰数灰关联聚类决策方法

Ye Li, Yufei Niu, Wenliang Wang, Bing-jun Li
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引用次数: 4

摘要

针对具有三参数区间灰数的多属性决策问题,提出了一种基于后悔理论的灰关联聚类决策方法。首先,根据TOPSIS方法的思想,定义了一种三参数区间灰数的综合灰色区间关联系数,并根据该灰色区间关联系数计算出决策属性值的“后悔-高兴”值,将综合灰色区间关联系数的感知效用值相加,得到决策属性值的灰色关联综合感知效用。然后,与传统的灰色关联聚类方法不同,本文在综合感知效用计算矩阵的基础上进行灰色聚类分析,从而得到综合聚类结果,并对包含在一类中的备选方案进行排序。最后,通过算例对比分析,验证了所提方法的合理性和有效性。
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Grey-incidence clustering decision-making method with three-parameter interval grey number based on regret theory
Aiming at the multiple attribute decision making problem with three-parameter interval grey numbers, a grey-incidence clustering decision making method based on regret theory is proposed in this paper. First, according to the idea of TOPSIS method, a kind of comprehensive grey interval incidence coefficient of three-parameter interval grey number is defined, and the “regret-rejoice” value is calculated out based on the grey interval relational coefficients, so the grey relational comprehensive perceptional utility of decision attribute value is obtained by adding the perceptive utility value of comprehensive grey interval incidence coefficient. Then, differing from the traditional grey-incidence clustering method, in this paper, grey clustering analysis is proceeded on the basis of the calculated matrix of comprehensive perceptional utility, so the comprehensive clustering results are achieved, and the ranking of the alternatives which are included in one class can be achieved too. Finally, the rationality and validity of the proposed method are verified by comparison analysis with an example.
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