Fuzzy inference based on fuzzy concept lattice

被引:66
作者
Fan, Shi-Qing [1 ]
Zhang, Wen-Xiu [1 ]
Xu, Wei [1 ]
机构
[1] Xi An Jiao Tong Univ, Fac Sci, Inst Informat & Syst Sci, Xian 710049, Shaanxi, Peoples R China
关键词
Galois connection; formal concept analysis; fuzzy concept lattice; fuzzy inference; fuzzy logic;
D O I
10.1016/j.fss.2006.07.011
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper, a fuzzy inference method based on the notion of fuzzy concept lattice is studied. We first propose a new form of fuzzy concept lattice, and then based on three kinds of known fuzzy concept lattices and our new fuzzy concept lattice, two coherent fuzzy inference methods, the lower approximate fuzzy inference and the upper approximate fuzzy inference, are proposed, and the combined use of the two methods will make the fuzzy inference more precise. (c) 2006 Elsevier B.V. All rights reserved.
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页码:3177 / 3187
页数:11
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