Some Fuzzy Topologies Induced by Rough Fuzzy Sets

A rough fuzzy set is the result of approximation of a fuzzy set with respect to a crisp approximation space. In this paper, we investigate topological structures of rough fuzzy sets. We first show that a reflexive crisp rough approximation space can induce a fuzzy Alexandrov space. We then prove that the lower and upper rough fuzzy approximation operators are, respectively, the fuzzy interior operator and fuzzy closure operator if and only if the binary relation in the crisp approximation space is reflexive and transitive. Finally, we examine that a similarity crisp approximation space can produce a fuzzy clopen topological space.

[1]  Jari Kortelainen On the evaluation of compatibility with gradual rules in information systems : a topological approach , 1999 .

[2]  T. Medhat,et al.  Rough set theory for topological spaces , 2005, Int. J. Approx. Reason..

[3]  C. J. V. Rijsbergen,et al.  Rough Sets, Fuzzy Sets and Knowledge Discovery , 1994, Workshops in Computing.

[4]  Zheng Pei,et al.  On the topological properties of fuzzy rough sets , 2005, Fuzzy Sets Syst..

[5]  Lei Zhou,et al.  On intuitionistic fuzzy rough sets and their topological structures , 2009, Int. J. Gen. Syst..

[6]  Yee Leung,et al.  On Generalized Rough Fuzzy Approximation Operators , 2006, Trans. Rough Sets.

[7]  Yee Leung,et al.  On characterizations of (I, J)-fuzzy rough approximation operators , 2005, Fuzzy Sets Syst..

[8]  J. Recasens,et al.  UPPER AND LOWER APPROXIMATIONS OF FUZZY SETS , 2000 .

[9]  R. Lowen Fuzzy topological spaces and fuzzy compactness , 1976 .

[10]  Masudul Alam Choudhury,et al.  Learning sets and topologies , 2006 .

[11]  Zheng Pei,et al.  Generalized rough sets based on reflexive and transitive relations , 2008, Inf. Sci..

[12]  Zhudeng Wang,et al.  Note on "Generalized rough sets based on reflexive and transitive relations" , 2009, Inf. Sci..

[13]  Yiyu Yao,et al.  Constructive and Algebraic Methods of the Theory of Rough Sets , 1998, Inf. Sci..

[14]  A. Wiweger On topological rough sets , 1989 .

[15]  William Zhu,et al.  Topological approaches to covering rough sets , 2007, Inf. Sci..

[16]  Andrzej Skowron,et al.  Transactions on Rough Sets V , 2006, Trans. Rough Sets.

[17]  Wei-Zhi Wu,et al.  Constructive and axiomatic approaches of fuzzy approximation operators , 2004, Inf. Sci..

[18]  C. L. Chang,et al.  Fuzzy topological spaces , 1968 .

[19]  Michiro Kondo,et al.  On the structure of generalized rough sets , 2006, Inf. Sci..

[20]  Marek Chuchro,et al.  On Rough Sets in Topological Boolean Algebras , 1993, RSKD.

[21]  Z. Pawlak Rough Sets: Theoretical Aspects of Reasoning about Data , 1991 .

[22]  Wei-Zhi Wu,et al.  A Study on Relationship Between Fuzzy Rough Approximation Operators and Fuzzy Topological Spaces , 2005, FSKD.

[23]  D. Dubois,et al.  ROUGH FUZZY SETS AND FUZZY ROUGH SETS , 1990 .

[24]  Dexue Zhang,et al.  Fuzzy preorder and fuzzy topology , 2006, Fuzzy Sets Syst..

[25]  J. Kortelainen On relationship between modified sets, topological spaces and rough sets , 1994 .

[26]  Jari Kortelainen,et al.  Applying modifiers to knowledge acquisition , 2001, Inf. Sci..