Ordinal sums of triangular norms on a bounded lattice

Abstract The ordinal sum construction provides a very effective way to generate a new triangular norm on the real unit interval from existing ones. One of the most prominent theorems concerning the ordinal sum of triangular norms on the real unit interval states that a triangular norm is continuous if and only if it is uniquely representable as an ordinal sum of continuous Archimedean triangular norms. However, the ordinal sum of triangular norms on subintervals of a bounded lattice is not always a triangular norm (even if only one summand is involved), if one just extends the ordinal sum construction to a bounded lattice in a naive way. In the present paper, appropriately dealing with those elements that are incomparable with the endpoints of the given subintervals, we propose an alternative definition of ordinal sum of countably many (finite or countably infinite) triangular norms on subintervals of a complete lattice, where the endpoints of the subintervals constitute a chain. The completeness requirement for the lattice is not needed when considering finitely many triangular norms. The newly proposed ordinal sum is shown to be always a triangular norm. Several illustrative examples are given.

[1]  Franco Montagna,et al.  The Blok–Ferreirim theorem for normal GBL-algebras and its application , 2009 .

[2]  Radko Mesiar,et al.  Triangular norms on product lattices , 1999, Fuzzy Sets Syst..

[3]  Ulrich Höhle,et al.  Non-classical logics and their applications to fuzzy subsets : a handbook of the mathematical foundations of fuzzy set theory , 1995 .

[4]  L. Fuchs Partially Ordered Algebraic Systems , 2011 .

[5]  Gert de Cooman,et al.  Order norms on bounded partially ordered sets. , 1994 .

[6]  Jesús Medina,et al.  Characterizing when an ordinal sum of t-norms is a t-norm on bounded lattices , 2012, Fuzzy Sets Syst..

[7]  Martin Kalina,et al.  Construction of uninorms on bounded lattices , 2014, 2014 IEEE 12th International Symposium on Intelligent Systems and Informatics (SISY).

[8]  Moataz El-Zekey,et al.  Lattice-based sum of t-norms on bounded lattices , 2020, Fuzzy Sets Syst..

[9]  Christian Eitzinger,et al.  Triangular Norms , 2001, Künstliche Intell..

[10]  A. H. Clifford,et al.  Naturally Totally Ordered Commutative Semigroups , 1954 .

[11]  G. Ritter,et al.  Lattice Theory , 2021, Introduction to Lattice Algebra.

[12]  Susanne Saminger,et al.  On ordinal sums of triangular norms on bounded lattices , 2006 .

[13]  Costas A. Drossos,et al.  Generalized t-norm structures , 1999, Fuzzy Sets Syst..

[14]  Dexue Zhang,et al.  Triangular norms on partially ordered sets , 2005, Fuzzy Sets Syst..

[15]  Radko Mesiar,et al.  Modified Ordinal Sums of Triangular Norms and Triangular Conorms on Bounded Lattices , 2015, Int. J. Intell. Syst..

[16]  M. J. Frank,et al.  Associative Functions: Triangular Norms And Copulas , 2006 .

[17]  Radko Mesiar,et al.  On extensions of triangular norms on bounded lattices , 2008 .