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Characterization And Construction Of Uninorms On A Bounded Lattice

Posted on:2023-08-14Degree:MasterType:Thesis
Country:ChinaCandidate:M X WuFull Text:PDF
GTID:2530306836970489Subject:Mathematics
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Uninorm is a kind of associative aggregation operator,which is widely used in fuzzy set theory,expert system and neural network.In this paper,we mainly study six kinds of uninorms on a bounded lattice,the main research contents are as follows:First,according to the definition of the classes Umin and Umax of uninorms on real unit interval,the rational definitions of these two kinds of uninorms on a bounded lattice are analyzed and given;by using triangular conorm and triangular subnorm,we obtain the characterization theorem of uninorms in Umin,similarly,by using triangular norm and triangular superconorm,we obtain the characterization theorem of uninorms in Umax,these two characterization theorems unify all the existing construction methods for these two classes of uninorms known in the literature.Then,we define four other kinds of uninorms on a bounded lattices and give their construction methods by using triangular subnorm and triangular superconorm.Finally,we discussed the relationship between these six types of uninorms.
Keywords/Search Tags:Lattice, Uninorm, Triangular norm, Triangular conorm, Triangular subnorm, Triangular superconorm
PDF Full Text Request
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