A fuzzy group decision-making framework for computer network security evaluation with probabilistic linguistic information

被引:1
作者
Shen, Genhai [1 ]
Li, Xiaoyu [1 ]
机构
[1] Jiaxing Nanyang Polytech Inst, Design & Informat Branch, Jiaxing, Zhejiang, Peoples R China
关键词
Multiple attribute group decision making (MAGDM); probabilistic linguistic term sets (PLTSs); information entropy; ExpTODIM; computer network security evaluation; PROSPECT-THEORY; SPECIAL-ISSUE; TERM SETS; OPERATORS; SELECTION; MODEL;
D O I
10.3233/KES-230083
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
引用
收藏
页码:355 / 365
页数:11
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