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云计算安全评估的IVHF-GCRA方法

高志方,赖雨晴,彭定洪   

  1. 昆明理工大学
  • 收稿日期:2017-04-12 修回日期:2017-05-26 发布日期:2017-05-26
  • 通讯作者: 彭定洪

IVHF-GCRA method for security of cloud computing evaluation

  • Received:2017-04-12 Revised:2017-05-26 Online:2017-05-26

摘要: 摘 要: 针对云计算安全评估动态性强的问题,提出一种可对云计算安全进行评估的区间犹豫模糊灰色妥协关联分析(IVHF-GCRA)决策方法。首先,为了准确衡量两个区间犹豫模糊集之间的距离,定义了新的区间犹豫模糊距离公式。其次,为消除区间犹豫模糊集形式指标之间量纲差异,构造了新的区间犹豫模糊标准化公式。同时,为了综合考虑所有专家意见,解决指标冲突的情况,结合妥协思想,提出灰色妥协关联度的概念。在此基础上发展了一种可用于云计算安全评估的区间犹豫模糊灰色妥协关联决策方法并进行实例分析,分析结果证明所提方法可行。并与现有文献进行对比分析发现该决策方法更科学有效。

关键词: 关键词: 云计算, 区间犹豫模糊, 标准化, 距离测度, 灰色妥协关联度

Abstract: Abstract:Abstract: In order to solve the dynamic evaluation problem of cloud computing security ,a method named Interval -Valued Hesitant Fuzzy Grey Compromise Relation Analysis (IVHF-GCRA) for evaluating the security of cloud computing was proposed. Firstly, a new interval-valued hesitant fuzzy distance formula was defined to measure the distance between two interval-valued hesitant fuzzy sets accurately. Then , two new interval-valued hesitant fuzzy normalization formulas were constructed to solve the different dimensions of attributes. Meanwhile the concept of grey compromise degree was put forward to consider all the experts opinions and solve the situation when the attributes have conflicts, and the grey relation four axioms were verified. On the basis of this, a new Interval-Valued Hesitant Fuzzy Grey Compromise Relation Analysis method is presented, which can be used to evaluate the security of cloud computing. The results show that the proposed method is feasible. The scientific and effective characters of the proposed method were reflected by comparing with the existed literature.

Key words: Keywords: cloud computing, interval-valued hesitant fuzzy, standardized, distance, grey compromise relation

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