Distance Measures between the Interval-Valued Complex Fuzzy Sets

被引:54
作者
Dai, Songsong [1 ]
Bi, Lvqing [2 ]
Hu, Bo [3 ]
机构
[1] Taizhou Univ, Sch Elect & Informat Engn, Taizhou 318000, Peoples R China
[2] Yulin Normal Univ, Sch Phys & Telecommun Engn, Guangxi Coll & Univ Key Lab Complex Syst Optimiza, Yulin 537000, Peoples R China
[3] Guizhou Normal Univ, Sch Mech & Elect Engn, Guiyang 550025, Guizhou, Peoples R China
关键词
interval-valued complex fuzzy sets; distance measures; rotational invariance; reflectional invariance; SIMILARITY MEASURE; ENTROPY;
D O I
10.3390/math7060549
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Complex fuzzy set (CFS) is a recent development in the field of fuzzy set (FS) theory. The significance of CFS lies in the fact that CFS assigned membership grades from a unit circle in the complex plane, i.e., in the form of a complex number whose amplitude term belongs to a [0,1] interval. The interval-valued complex fuzzy set (IVCFS) is one of the extensions of the CFS in which the amplitude term is extended from the real numbers to the interval-valued numbers. The novelty of IVCFS lies in its larger range comparative to CFS. We often use fuzzy distance measures to solve some problems in our daily life. Hence, this paper develops some series of distance measures between IVCFSs by using Hamming and Euclidean metrics. The boundaries of these distance measures for IVCFSs are obtained. Finally, we study two geometric properties include rotational invariance and reflectional invariance of these distance measures.
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页数:12
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