TY - JOUR
T1 - Fuzzy Convexities via Overlap Functions
AU - Pang, Bin
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2023/4/1
Y1 - 2023/4/1
N2 - Overlap functions, as a typical kind of binary aggregation functions, have been widely investigated from both of theoretical and applied viewpoints. In this article, we will continue on the theoretical research on overlap functions. First, we will define O-inclusion subsethoods to describe the inclusion degrees between fuzzy sets based on the residuum induced from an overlap function O. Second, by means of O-inclusion subsethoods, we will propose the concepts of O-convexities, algebraic O-closure operators and O-hull operators, and show that they are one-to-one corresponding. Finally, we will establish the relationship between O-convexities and fuzzy interval operators. These results will not only present a new perspective for theoretical research on overlap functions, but also provide a new approach to fuzzifications of convexities.
AB - Overlap functions, as a typical kind of binary aggregation functions, have been widely investigated from both of theoretical and applied viewpoints. In this article, we will continue on the theoretical research on overlap functions. First, we will define O-inclusion subsethoods to describe the inclusion degrees between fuzzy sets based on the residuum induced from an overlap function O. Second, by means of O-inclusion subsethoods, we will propose the concepts of O-convexities, algebraic O-closure operators and O-hull operators, and show that they are one-to-one corresponding. Finally, we will establish the relationship between O-convexities and fuzzy interval operators. These results will not only present a new perspective for theoretical research on overlap functions, but also provide a new approach to fuzzifications of convexities.
KW - Fuzzy convexity
KW - fuzzy hull operator
KW - fuzzy implication
KW - fuzzy interval operator
KW - overlap function
UR - http://www.scopus.com/inward/record.url?scp=85135763193&partnerID=8YFLogxK
U2 - 10.1109/TFUZZ.2022.3194354
DO - 10.1109/TFUZZ.2022.3194354
M3 - Article
AN - SCOPUS:85135763193
SN - 1063-6706
VL - 31
SP - 1071
EP - 1082
JO - IEEE Transactions on Fuzzy Systems
JF - IEEE Transactions on Fuzzy Systems
IS - 4
ER -