f-inclusion indexes between fuzzy sets

We introduce the notion of f-inclusion, which is used to describe different kinds of subsethood relations between fuzzy sets by means of monotonic functions f : [0, 1] → [0, 1]. We show that these monotonic functions can be considered indexes of inclusion, since the greater the function considered, the more restrictive is the relationship. Finally, we propose a general index of inclusion by proving the existence of a representative f-inclusion for any two ordered pairs of fuzzy sets. In such a way, our approach is different from others in the literature in no taking a priori assumptions like residuated implications or t-norms.

[1]  Henk J. A. M. Heijmans,et al.  The algebraic basis of mathematical morphology. I Dilations and erosions , 1990, Comput. Vis. Graph. Image Process..

[2]  Virginia R. Young,et al.  Fuzzy subsethood , 1996, Fuzzy Sets Syst..

[3]  R. Yager,et al.  Fuzzy Set-Theoretic Operators and Quantifiers , 2000 .

[4]  Manuel Ojeda-Aciego,et al.  Similarity-based unification: a multi-adjoint approach , 2004, EUSFLAT Conf..

[5]  Bernadette Bouchon-Meunier,et al.  Towards general measures of comparison of objects , 1996, Fuzzy Sets Syst..

[6]  Maciej Wygralak,et al.  Fuzzy inclusion and fuzzy equality of two fuzzy subsets, fuzzy operations for fuzzy subsets , 1983 .

[7]  E. Sanchez,et al.  Inverses of fuzzy relations: Application to possibility distributions and medical diagnosis , 1977, 1977 IEEE Conference on Decision and Control including the 16th Symposium on Adaptive Processes and A Special Symposium on Fuzzy Set Theory and Applications.

[8]  L. Kohout,et al.  FUZZY POWER SETS AND FUZZY IMPLICATION OPERATORS , 1980 .

[9]  Humberto Bustince,et al.  A measure of contradiction based on the notion of N-weak-contradiction , 2013, 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

[10]  Bart Kosko,et al.  Fuzzy entropy and conditioning , 1986, Inf. Sci..

[11]  M. Smithson Fuzzy Set Inclusion , 2005 .

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

[13]  H. Heijmans,et al.  The algebraic basis of mathematical morphology , 1988 .