Similarity measures between interval neutrosophic sets and their applications in multicriteria decision-making

被引:329
|
作者
Ye, Jun [1 ]
机构
[1] Shaoxing Univ, Dept Elect & Informat Engn, Shaoxing 312000, Zhejiang, Peoples R China
关键词
Interval neutrosophic set; Hamming distance; Euclidean distance; similarity measure; multicriteria decision-making; INTUITIONISTIC FUZZY-SETS;
D O I
10.3233/IFS-120724
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
An interval neutrosophic set is an instance of a neutrosophic set, which can be used in real scientific and engineering applications. In the paper, the Hamming and Euclidean distances between interval neutrosophic sets (INSs) are defined and the similarity measures between INSs are proposed based on the relationship between similarity measures and distances. In the applications of the similarity measures, a multicriteria decision-making method is established in interval neutrosophic setting, in which criterion values with respect to alternatives are evaluated by the form of interval neutrosophic values (INVs) and the criterion weights are known information. We utilize the similarity measures between each alternative and the ideal alternative to rank the alternatives and to determine the best one. Finally, an illustrative example demonstrates the applications of the proposed decision-making method.
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页码:165 / 172
页数:8
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