Hesitant fuzzy graphs, hesitant fuzzy hypergraphs and fuzzy graph decisions

被引:6
|
作者
Gong, Zengtai [1 ]
Wang, Junhu [1 ]
机构
[1] Northwest Normal Univ, Coll Math & Stat, Lanzhou 730070, Peoples R China
基金
中国国家自然科学基金;
关键词
Hesitant fuzzy sets; hesitant fuzzy graph; hesitant fuzzy hypergraph; granular computing; graph decision; AGGREGATION OPERATORS; INFORMATION;
D O I
10.3233/JIFS-201016
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Up to now, there have been a lot of research results about multi-attribute decision making problems by fuzzy graph theory. However, there are few investigations about multi-attribute decision making problems under the background of indecisiveness. The main reason is that the difference of cognition and the complexity of thinking by decision makers, for the same question have different opinions. In this paper, we proposed a hesitant fuzzy hypergraph model based on hesitant fuzzy sets and fuzzy hypergraphs. At the same time, some basic graph operations of hesitant fuzzy hypergraphs are investigated and several equivalence relationship between hesitant fuzzy hypergraphs, hesitant fuzzy formal concept analysis and hesitant fuzzy information systems are discussed. Since granular computing can deal with multi-attribute decision-making problems well, we considered the hesitant fuzzy hypergraph model of granular computing, and established an algorithm of multi-attribute decision-making problem based on hesitant fuzzy hypergraph model. Finally an example is given to illustrate the effectiveness of the algorithm.
引用
收藏
页码:865 / 875
页数:11
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