n-Dimensional Intervals and Fuzzy S-implications

As a relevant extension of fuzzy sets, n-dimensional fuzzy sets consider membership degrees as ordered n-tuples on U = [0, 1], providing n-dimensional intervals on Ln(U). As our main contribution, n-dimensional fuzzy implications are studied considering duality and conjugation operators. Additionally, the conditions over that main properties are preserved based on their representability from Un to Ln(U) are also presented. Some results in the class of S-implications obtained from t-representable conorms and involutive n-dimensional fuzzy negations on Ln(U) are discussed.

[1]  K. Hofmann,et al.  Continuous Lattices and Domains , 2003 .

[2]  Radko Mesiar,et al.  Triangular Norms , 2000, Trends in Logic.

[3]  Humberto Bustince,et al.  A class of fuzzy multisets with a fixed number of memberships , 2012, Inf. Sci..

[4]  Zun-Quan Xia,et al.  Intuitionistic fuzzy implication operators: Expressions and properties , 2006 .

[5]  George Gargov,et al.  Elements of intuitionistic fuzzy logic. Part I , 1998, Fuzzy Sets Syst..

[6]  V. Torra,et al.  A framework for linguistic logic programming , 2010 .

[7]  Chris Cornelis,et al.  Implication in intuitionistic fuzzy and interval-valued fuzzy set theory: construction, classification, application , 2004, Int. J. Approx. Reason..

[8]  Vicenç Torra,et al.  On hesitant fuzzy sets and decision , 2009, 2009 IEEE International Conference on Fuzzy Systems.

[9]  Lotfi A. Zadeh,et al.  The concept of a linguistic variable and its application to approximate reasoning-III , 1975, Inf. Sci..

[10]  Lotfi A. Zadeh,et al.  The Concepts of a Linguistic Variable and its Application to Approximate Reasoning , 1975 .

[11]  Benjamín R. C. Bedregal,et al.  On interval fuzzy S-implications , 2010, Inf. Sci..

[12]  Francisco Herrera,et al.  A Historical Account of Types of Fuzzy Sets and Their Relationships , 2016, IEEE Transactions on Fuzzy Systems.

[13]  Benjamín R. C. Bedregal,et al.  Natural n-dimensional fuzzy negations for n-dimensional t-norms and t-conorms , 2017, 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

[14]  Humberto Bustince,et al.  Aggregation functions for typical hesitant fuzzy elements and the action of automorphisms , 2014, Inf. Sci..

[15]  Krassimir T. Atanassov,et al.  Intuitionistic fuzzy sets , 1986 .

[16]  Chris Cornelis,et al.  On the representation of intuitionistic fuzzy t-norms and t-conorms , 2004, IEEE Transactions on Fuzzy Systems.

[17]  E. Stanley Lee,et al.  The n-dimensional fuzzy sets and Zadeh fuzzy sets based on the finite valued fuzzy sets , 2010, Comput. Math. Appl..

[18]  Joan Torrens,et al.  Residual implications and co-implications from idempotent uninorms , 2004, Kybernetika.

[19]  C. Alcalde,et al.  A constructive method for the definition of interval-valued fuzzy implication operators , 2005, Fuzzy Sets Syst..

[20]  Benjamín R. C. Bedregal,et al.  n-Dimensional Fuzzy Negations , 2017, IEEE Trans. Fuzzy Syst..

[21]  Humberto Bustince,et al.  On n-dimensional strict fuzzy negations , 2016, 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

[22]  Humberto Bustince,et al.  A Characterization Theorem for t-Representable n-Dimensional Triangular Norms , 2011, Eurofuse.

[23]  Benjamín R. C. Bedregal,et al.  The Best Interval Representation of Fuzzy S-Implications and Automorphisms , 2007, 2007 IEEE International Fuzzy Systems Conference.

[24]  Lotfi A. Zadeh,et al.  Quantitative fuzzy semantics , 1971, Inf. Sci..

[25]  Humberto Bustince,et al.  Negations Generated by Bounded Lattices t-Norms , 2012, IPMU.

[26]  Benjamín R. C. Bedregal,et al.  Ordinal sums and multiplicative generators of the De Morgan triples , 2018, J. Intell. Fuzzy Syst..

[27]  Michal Baczynski On some properties of intuitionistic fuzzy implications , 2003, EUSFLAT Conf..

[28]  Michal Baczynski,et al.  On the characterizations of (S, N)-implications , 2007, Fuzzy Sets Syst..

[29]  K. Atanassov More on intuitionistic fuzzy sets , 1989 .

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

[31]  Benjamín R. C. Bedregal,et al.  Correlation in Interval-Valued Atanassov's Intuitionistic Fuzzy Sets - Conjugate and Negation Operators , 2017, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[32]  B. Bedregal,et al.  New results about De Morgan triples , 2016 .