Some observations about the convex combination of continuous triangular norms

Abstract The convex combination of continuous triangular norms is discussed. Let C 1 be the class of all nilpotent t -norms, C 2 be the class of all strict t -norms and C 3 be the class of all continuous non-Archimedean t -norms. It is shown that for any t -norms T 1 , T 2 which are taken from two different classes of C i ( i = 1 , 2 , 3 ) , the convex combination T = ( 1 − λ ) T 1 + λ T 2 is not associative for any λ ∈ ( 0 , 1 ) . The case of two continuous non-Archimedean t -norms is also investigated. By our results, the problem of whether or not two continuous t -norms can be combined with each other is reduced to that of whether two strict (or two nilpotent) t -norms can be combined with each other or not.

[1]  Michal K. Urbanski,et al.  Fuzzy Arithmetic Based On Boundary Weak T-Norms , 2005, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[2]  Petr Hájek,et al.  Metamathematics of Fuzzy Logic , 1998, Trends in Logic.

[3]  Endre Pap,et al.  Fixed Point Theory in Probabilistic Metric Spaces , 2001 .

[4]  Radko Mesiar,et al.  Quasi- and pseudo-inverses of monotone functions, and the construction of t-norms , 1999, Fuzzy Sets Syst..

[5]  Radko Mesiar,et al.  Triangular norms. Position paper III: continuous t-norms , 2004, Fuzzy Sets Syst..

[6]  Ronald R. Yager,et al.  Uninorm aggregation operators , 1996, Fuzzy Sets Syst..

[7]  Marc Roubens,et al.  Fuzzy Preference Modelling and Multicriteria Decision Support , 1994, Theory and Decision Library.

[8]  Sándor Jenei,et al.  On the convex combination of left-continuous t-norms , 2006 .

[9]  A. Mesiarová,et al.  Continuous triangular subnorms , 2004 .

[10]  Yao Ouyang On the construction of boundary weak triangular norms through additive generators , 2007 .

[11]  Bernard De Baets,et al.  On the structure of left-continuous t-norms that have a continuous contour line , 2007, Fuzzy Sets Syst..

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

[13]  Lotfi A. Zadeh,et al.  Fuzzy Sets , 1996, Inf. Control..

[14]  Radko Mesiar,et al.  Triangular norms. Position paper II: general constructions and parameterized families , 2004, Fuzzy Sets Syst..

[15]  Radko Mesiar,et al.  Triangular norms. Position paper I: basic analytical and algebraic properties , 2004, Fuzzy Sets Syst..

[16]  Joan Torrens,et al.  t-Operators , 1999, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[17]  Ronald R. Yager,et al.  On a Class of Weak Triangular Norm Operators , 1997, Inf. Sci..

[18]  Claudi Alsina,et al.  Problems on associative functions , 2003 .