Algebraic properties and topological properties of the quotient space of fuzzy numbers based on Mareš equivalence relation

Abstract In this paper, we obtain some algebraic properties and topological properties of the quotient space of fuzzy numbers with respect to the equivalence relation defined by Mares: every fuzzy number has only one Mares core and equivalent fuzzy numbers have the same Mares core; in addition, equivalence classes of fuzzy numbers can be only expressed as the sum of its Mares core and the set of symmetric fuzzy numbers, which shows the notable difference between the equivalence classes of fuzzy numbers and the cosets of the normal subgroup in a group. Based on these results, we introduce a new concept of convergence under which the quotient space is complete. As an application of the main results, it is shown that if we identify every fuzzy number with the corresponding equivalence class, there would be more differentiable fuzzy functions than what is found in the literature.

[1]  Shouchuan Hu,et al.  Handbook of multivalued analysis , 1997 .

[2]  Svetoslav Markov,et al.  On quasilinear spaces of convex bodies and intervals , 2004 .

[3]  Milan Mares,et al.  Addition of fuzzy quantities: Disjunction-conjunction approach , 1989, Kybernetika.

[4]  Ulrich Höhle,et al.  Representation theorems for L-fuzzy quantities , 1981 .

[5]  S. G. Pushkov,et al.  Fuzzy modules with respect to a t-norm and some of their properties , 2008 .

[6]  Dug Hun Hong,et al.  An additive decomposition of fuzzy numbers , 2003, Kybernetika.

[7]  Luciano Stefanini,et al.  Parametric representation of fuzzy numbers and application to fuzzy calculus , 2006, Fuzzy Sets Syst..

[8]  Antonio Maturo,et al.  ON SOME STRUCTURES OF FUZZY NUMBERS , 2009 .

[9]  P. Kloeden,et al.  Metric Spaces of Fuzzy Sets: Theory and Applications , 1994 .

[10]  M. Kovács Stable embedding of ill-posted linear equality systems into fuzzified systems , 1992 .

[11]  R. A. Silverman,et al.  Introductory Real Analysis , 1972 .

[12]  R. Goetschel,et al.  Elementary fuzzy calculus , 1986 .

[13]  Didier Dubois,et al.  Gradual Numbers and Their Application to Fuzzy Interval Analysis , 2008, IEEE Transactions on Fuzzy Systems.

[14]  Didier Dubois,et al.  Gradual elements in a fuzzy set , 2008, Soft Comput..

[15]  Jean Pierre Aubin,et al.  Applied abstract analysis , 1977 .

[16]  D. Dubois,et al.  Fuzzy-set-theoretic differences and inclusions and their use in the analysis of fuzzy equations*) , 1984 .

[17]  K. David Jamison,et al.  Possibilities as cumulative subjective probabilities and a norm on the space of congruence classes of fuzzy numbers motivated by an expected utility functional , 2000, Fuzzy Sets Syst..

[18]  Congxin Wu,et al.  Some notes on the characterization of compact sets of fuzzy sets with Lp metric , 2008, Fuzzy Sets Syst..

[19]  M. Puri,et al.  Fuzzy Random Variables , 1986 .

[20]  George A. Anastassiou ABOUT H-FUZZY DIFFERENTIATION , 2010 .

[21]  Rudolf F. Albrecht,et al.  Topological interpretation of fuzzy sets and intervals , 2003, Fuzzy Sets Syst..

[22]  Salih Aytar Statistical limit points of sequences of fuzzy numbers , 2004, Inf. Sci..

[23]  Didier Dubois Fuzzy sets and systems , 1980 .

[24]  P. Diamond A note on fuzzy starshaped fuzzy sets , 1990 .

[25]  Dong Qiu,et al.  On starshaped fuzzy sets , 2009, Fuzzy Sets Syst..

[26]  Dug Hun Hong,et al.  Some algebraic properties and a distance measure for interval-valued fuzzy numbers , 2002, Inf. Sci..

[27]  D. Dubois,et al.  FUZZY NUMBERS: AN OVERVIEW , 1993 .

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

[29]  K. D Jamison A Normed Space of Fuzzy Number Equivalence Classes , 1997 .

[30]  Dan A. Ralescu,et al.  REPRESENTATION THEOREMS FOR FUZZY CONCEPTS , 1975 .

[31]  Barnabás Bede,et al.  Generalizations of the differentiability of fuzzy-number-valued functions with applications to fuzzy differential equations , 2005, Fuzzy Sets Syst..

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

[33]  Mariusz Michta,et al.  On set-valued stochastic integrals and fuzzy stochastic equations , 2011, Fuzzy Sets Syst..

[34]  Radko Mesiar,et al.  Fuzzy Interval Analysis , 2000 .

[35]  Chenglin Wen,et al.  On fuzzy n-cell numbers and n-dimension fuzzy vectors , 2007, Fuzzy Sets Syst..

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

[37]  Sudarsan Nanda,et al.  Equivalence class in the set of fuzzy numbers and its application in decision-making problems , 2006, Int. J. Math. Math. Sci..

[38]  M. Rabinovich,et al.  An embedding theorem for spaces of convex sets , 1967 .

[39]  M. Hukuhara INTEGRATION DES APPLICAITONS MESURABLES DONT LA VALEUR EST UN COMPACT CONVEXE , 1967 .

[40]  Marko Antonio Rojas-Medar,et al.  On polygonal fuzzy sets and numbers , 2012, Fuzzy Sets Syst..

[41]  Osmo Kaleva Fuzzy differential equations , 1987 .

[42]  Radko Mesiar A note to the T-sum of L-R fuzzy numbers , 1996, Fuzzy Sets Syst..

[43]  Dong Qiu,et al.  Notes on "On the restudy of fuzzy complex analysis: Part I and Part II" , 2008, Fuzzy Sets Syst..

[44]  Zoltán Makó,et al.  Real vector space of LR-fuzzy intervals with respect to the shape-preserving t-norm-based addition , 2012, Fuzzy Sets Syst..

[45]  G. Matheron Random Sets and Integral Geometry , 1976 .

[46]  M. Puri,et al.  DIFFERENTIAL FOR FUZZY FUNCTION , 1983 .

[47]  Alexandru Mihai Bica Algebraic structures for fuzzy numbers from categorial point of view , 2007, Soft Comput..

[48]  Milan Mareš,et al.  Additive decomposition of fuzzy quantities with finite supports , 1992 .

[49]  Dong Qiu,et al.  Notes on fuzzy complex analysis , 2009, Fuzzy Sets Syst..

[50]  Luciano Stefanini,et al.  A generalization of Hukuhara difference and division for interval and fuzzy arithmetic , 2010, Fuzzy Sets Syst..

[51]  Didier Dubois,et al.  The Empirical Variance of a Set of Fuzzy Intervals , 2005, The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ '05..

[52]  Dug Hun Hong,et al.  Additive Decomposition of Fuzzy Quantities , 1996, Inf. Sci..

[53]  D. Dubois,et al.  Additions of interactive fuzzy numbers , 1981 .