Measures of embedding for interval-valued fuzzy sets

被引:4
|
作者
Bouchet, Agustina [1 ]
Sesma-Sara, Mikel [2 ]
Ochoa, Gustavo [2 ]
Bustince, Humberto [2 ]
Montes, Susana [1 ]
Diaz, Irene [3 ]
机构
[1] Univ Oviedo, Dept Stat & Operat Res & Math Didact, Oviedo, Spain
[2] Univ Publ Navarra, Dept Stat Informat & Math, Pamplona, Spain
[3] Univ Oviedo, Dept Comp Sci, Oviedo, Spain
关键词
Interval-valued fuzzy sets; Embedding; Inclusion; INCLUSION; ENTROPY; AGGREGATION;
D O I
10.1016/j.fss.2023.03.008
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Interval-valued fuzzy sets are a generalization of classical fuzzy sets where the membership values are intervals. The epistemic interpretation of interval-valued fuzzy sets assumes that there is one real-valued membership degree of an element within the membership interval of possible membership degrees. Considering this epistemic interpretation, we propose a new measure, called IV-embedding, to compare the precision of two interval-valued fuzzy sets. An axiomatic definition for this concept as well as a con-struction method are provided. The construction method is based on aggregation operators and the concept of interval embedding, which is also introduced and deeply studied.& COPY; 2023 The Author(s). Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http:// creativecommons .org /licenses /by -nc -nd /4 .0/).
引用
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页数:20
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