基于概率语言信息的计算机网络安全评价模糊群决策框架

IF 0.6 Q4 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE International Journal of Knowledge-Based and Intelligent Engineering Systems Pub Date : 2023-09-14 DOI:10.3233/kes-230083
Genhai Shen, Xiaoyu Li
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引用次数: 0

摘要

计算机网络安全评价是一个经典的多属性群决策问题。近年来,指数TODIM (ExpTODIM)方法被用于处理MAGDM问题。在计算机网络安全评估中,概率语言项集(PLTSs)被用作表征不确定性信息的工具。为了解决plts下的MAGDM问题,本文构建了概率语言ExpTODIM (PL-ExpTODIM)。最后,以计算机网络安全评估为例,对所提方法进行了验证。本文的主要贡献是:(1)将指数TODIM (ExpTODIM)方法推广到plts;(2)定义了概率语言ExpTODIM (PL-ExpTODIM)方法求解plts下的MAGDM;(3)最后,以计算机网络安全评估为例,对所提方法进行了验证。
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A fuzzy group decision-making framework for computer network security evaluation with probabilistic linguistic information
The computer network security evaluation is a classical multiple attribute group decision making (MAGDM) problems. Recently, the Exponential TODIM TODIM (ExpTODIM) method has been used to cope with MAGDM issues. The probabilistic linguistic term sets (PLTSs) are used as a tool for characterizing uncertain information during the computer network security evaluation. In this manuscript, the probabilistic linguistic ExpTODIM (PL-ExpTODIM) is built to solve the MAGDM under PLTSs. In the end, a numerical case study for computer network security evaluation is given to validate the proposed method. The main contribution of this paper is constructed: (1) the Exponential TODIM TODIM (ExpTODIM) method is extended to the PLTSs; (2) the probabilistic linguistic ExpTODIM (PL-ExpTODIM) method is defined to solve the MAGDM under PLTSs; (3) In the end, a numerical case study for computer network security evaluation is given to validate the proposed method.
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