Application of multi-attribute group decision-making methods in urban road traffic safety evaluation with interval-valued intuitionistic fuzzy information

被引:13
作者
Tian, Zhun [1 ,2 ,3 ]
Zhang, Shengrui [1 ,3 ]
机构
[1] Changan Univ, Coll Transportat Engn, Xian, Shaanxi, Peoples R China
[2] Xian Univ Architecture & Technol, Sch Civil Engn, Xian, Shaanxi, Peoples R China
[3] Changan Univ, Key Lab Transport Ind Management Control & Cycle, Xian, Shaanxi, Peoples R China
关键词
Multi-attribute group decision-making (MAGDM); interval-valued intuitionistic fuzzy sets (IVIFSs); VIKOR method; CRITIC method; urban road traffic safety; VIKOR METHOD; CODAS METHOD; TODIM METHOD; OPERATORS; EXTENSION; ENTROPY;
D O I
10.3233/JIFS-202142
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
With the development of the social economy, the level of motorization has been greatly improved, and the traffic safety problem has been paid more and more attention. In recent years, China's road traffic accident rate showed a trend of decline after rising first, suggests that the Chinese road traffic safety level is on the decline. Road traffic safety evaluation has a positive effect in found risk factors of road traffic safety in time and reduce the traffic accident rate, so the study of traffic safety evaluation method is imperative. And the urban road traffic safety evaluation is frequently viewed as the multi-attribute group decision-making (MAGDM) problem. Depending on the conventional VIKOR method and interval-valued intuitionistic fuzzy sets (IVIFSs), this paper designs a novel IVIF-VIKOR method to assess the urban road traffic safety. In addition, since subjective randomness frequently exists in determining criteria weights, the weights of criteria is [Z1] decided objectively by utilizing CRITIC method. Eventually, an application and some comparative analysis are given. The results show that the designed algorithms are useful for assessing the urban road traffic safety.
引用
收藏
页码:5337 / 5346
页数:10
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