Cloud Computing Products Selection Based on Shapley Value Weighted Correlation Coefficient of HFSs

Li He, Ao Pei
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Abstract

In this paper, an approach to decision making under hesitant fuzzy environment is developed with incomplete weight information and inter-correlations between attributes. Firstly, when the elements in an attribute set are correlative, Shapley value weighted correlation coefficient of hesitant fuzzy sets are defined that the length of hesitant fuzzy elements and the arrangement of their possible values are not considered. Secondly, the model for the optimal fuzzy measure on an attribute set is built when the weight information of attributes is partly known. Finally, to verify the practicality and feasibility of approach in this paper, the cloud computing products are evaluated.
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基于hfs Shapley值加权相关系数的云计算产品选择
提出了一种权重信息不完全且属性间相互关联的犹豫模糊环境下的决策方法。首先,当属性集中的元素相互关联时,定义犹豫模糊集的Shapley值加权相关系数,不考虑犹豫模糊元素的长度及其可能值的排列;其次,在属性权重信息部分已知的情况下,建立属性集的最优模糊测度模型;最后,为了验证本文方法的实用性和可行性,对云计算产品进行了评估。
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