Multiple attribute decision making method based on DEMATEL and fuzzy distance of trapezoidal fuzzy neutrosophic numbers and its application in typhoon disaster evaluation

被引:12
|
作者
Tan, Ruipu [1 ]
Zhang, Wende [2 ,3 ,4 ]
机构
[1] Fujian Jiangxia Univ, Coll Elect & Informat Sci, Fuzhou, Peoples R China
[2] Fuzhou Univ, Sch Econ & Management, Fuzhou, Peoples R China
[3] Fuzhou Univ, Inst Informat Management, Fuzhou, Peoples R China
[4] Fuzhou Univ, Fuzhou Univ Lib, Room 206,2 Xueyuan Rd, Fuzhou 350116, Fujian, Peoples R China
关键词
Multiple attribute decision making; trapezoidal fuzzy neutrosophic set; DEMATEL; fuzzy distance; LAM; typhoon disaster evaluation; DEVELOPING SUPPLIER SELECTION; LINEAR ASSIGNMENT METHOD; AGGREGATION OPERATORS; SIMILARITY MEASURES; THEORETICAL DEVELOPMENT; SETS; STRATEGY; MODEL;
D O I
10.3233/JIFS-191758
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Trapezoidal fuzzy neutrosophic decision making plays an important role in decision-making processes with uncertain, indeterminate, and inconsistent information. In this paper, we propose a new multi-attribute decision-making method based on decision-making trial and evaluation laboratory (DEMATEL), fuzzy distance, and linear assignment method (LAM), and we express evaluation values as the trapezoidal fuzzy neutrosophic numbers (TrFNNs). First, attribute weights are obtained using the DEMATEL method and the newfuzzy distance of TrFNNs based on graded mean integration representation is defined. Then, alternatives are ranked using the LAM in operations research. In addition, we make two comparative analyses in the end to illustrate the feasibility and rationality of our method. Finally, an illustrative example about typhoon disaster assessment is presented to show the advantages of the proposed method.
引用
收藏
页码:3413 / 3439
页数:27
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