Lipschitz Continuity of Discrete Universal integrals Based on copulas

The stability of discrete universal integrals based on copulas is discussed and examined, both with respect to the norms L1 (Lipschitz stability) and L∞ (Chebyshev stability). Each of these integrals is shown to be 1-Lipschitz. Exactly the discrete universal integrals based on a copula which is stochastically increasing in its first coordinate turn out to be 1-Chebyshev. A new characterization of stochastically increasing Archimedean copulas is also given.

[1]  Anna Kolesárová,et al.  Triangular norm-based iterative compensatory operators , 1999, Fuzzy Sets Syst..

[2]  E. Pap Null-Additive Set Functions , 1995 .

[3]  Haruki Imaoka,et al.  On a Subjective Evaluation Model by a Generalized Fuzzy Integral , 1997, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[4]  M. Sugeno,et al.  Fuzzy Measures and Integrals: Theory and Applications , 2000 .

[5]  R. Moynihan,et al.  On τT semigroups of probability distribution functions II , 1977 .

[6]  Gleb Beliakov,et al.  Aggregation Functions: A Guide for Practitioners , 2007, Studies in Fuzziness and Soft Computing.

[7]  J.-L. Dortet-Bernadet,et al.  Dependence for Archimedean copulas and aging properties of their generating functions , 2004 .

[8]  M. J. Frank On the simultaneous associativity of F(x, y) and x+y-F(x, y). (Short Communication). , 1978 .

[9]  M. J. Frank On the simultaneous associativity ofF(x,y) andx +y -F(x,y) , 1979 .

[10]  G. Choquet Theory of capacities , 1954 .

[11]  G. Klir,et al.  Fuzzy Measure Theory , 1993 .

[12]  Radko Mesiar,et al.  Measure-based aggregation operators , 2004, Fuzzy Sets Syst..

[13]  George J. Klir,et al.  Fuzzy sets, uncertainty and information , 1988 .

[14]  R. Mesiar,et al.  Aggregation operators: new trends and applications , 2002 .

[15]  菅野 道夫,et al.  Theory of fuzzy integrals and its applications , 1975 .

[16]  Karl Friedrich Siburg,et al.  Gluing Copulas , 2008 .

[17]  M. Sklar Fonctions de repartition a n dimensions et leurs marges , 1959 .

[18]  Bill Ravens,et al.  An Introduction to Copulas , 2000, Technometrics.

[19]  Radko Mesiar,et al.  A Universal Integral as Common Frame for Choquet and Sugeno Integral , 2010, IEEE Transactions on Fuzzy Systems.

[20]  R. Mesiar,et al.  Aggregation operators: properties, classes and construction methods , 2002 .