Type-2 implications on non-interactive fuzzy truth values

In this paper we consider algebras of fuzzy truth values equipped with an implication operation. Generalizing the definition of type-1 fuzzy implications, we discuss extended fuzzy S-implications and coimplications and also extended residual implications and coimplications, in particular to the extended residual of minimum. We study the algebraic properties of these operations and their relationships to extended t-norms and t-conorms in particular to meet and join. These investigations are intended to provide a theoretical background for type-2 approximate reasoning applications.

[1]  Janusz T. Starczewski A Triangular Type-2 Fuzzy Logic System , 2006, 2006 IEEE International Conference on Fuzzy Systems.

[2]  Jerry M. Mendel,et al.  Advances in type-2 fuzzy sets and systems , 2007, Inf. Sci..

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

[4]  Masaharu Mizumoto,et al.  Some Properties of Fuzzy Sets of Type 2 , 1976, Inf. Control..

[5]  D. Dubois,et al.  Operations on fuzzy numbers , 1978 .

[6]  Philippe Smets,et al.  Implication in fuzzy logic , 1987, Int. J. Approx. Reason..

[7]  Etienne E. Kerre,et al.  On the relationship between some extensions of fuzzy set theory , 2003, Fuzzy Sets Syst..

[8]  Loredana Biacino,et al.  Equations with fuzzy numbers , 1989, Inf. Sci..

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

[10]  Jerry M. Mendel,et al.  Fuzzy sets for words: a new beginning , 2003, The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03..

[11]  Jerry M. Mendel,et al.  Operations on type-2 fuzzy sets , 2001, Fuzzy Sets Syst..

[12]  J. Fodor On fuzzy implication operators , 1991 .

[13]  Janusz T. Starczewski Extended Triangular Norms on Gaussian Fuzzy Sets , 2005, EUSFLAT Conf..

[14]  M. Mizumoto,et al.  Fuzzy sets and type 2 under algebraic product and algebraic sum , 1981 .

[15]  Jerry M. Mendel,et al.  Type-2 fuzzy sets made simple , 2002, IEEE Trans. Fuzzy Syst..

[16]  Juhani Nieminen,et al.  On the algebraic structure of fuzzy sets of type 2 , 1977, Kybernetika.

[17]  József Dombi,et al.  Exact calculations of extended logical operations on fuzzy truth values , 2008, Fuzzy Sets Syst..

[18]  L. A. ZADEH,et al.  The concept of a linguistic variable and its application to approximate reasoning - I , 1975, Inf. Sci..

[19]  Elbert A. Walker,et al.  The algebra of fuzzy truth values , 2005, Fuzzy Sets Syst..

[20]  Didier Dubois,et al.  Operations in a Fuzzy-Valued Logic , 1979, Inf. Control..

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