On structure of generalized intuitionistic fuzzy rough sets

Intuitionistic fuzzy sets, originally proposed by Atanassov in 1986, are an attractive extension of fuzzy sets, which enriches the latter with extra features to represent uncertainty. The concept of IF rough sets comes from the combination of IF sets and rough sets. This paper studies axiomatic characterization of IF rough sets. The lower and upper approximations are respectively characterized by two simple axioms. We also consider lattice theoretical properties of IF rough sets and show that the set of all definable IF sets is a completely distributive lattice.

[1]  Gui-Long Liu,et al.  Rough Sets over the Boolean Algebras , 2005, RSFDGrC.

[2]  Daowu Pei,et al.  A generalized model of fuzzy rough sets , 2005, Int. J. Gen. Syst..

[3]  Andrzej Skowron,et al.  Rough sets: Some extensions , 2007, Inf. Sci..

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

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

[6]  Yiyu Yao,et al.  Two views of the theory of rough sets in finite universes , 1996, Int. J. Approx. Reason..

[7]  Danish Nadeem,et al.  Rough Intuitionistic Fuzzy Sets , 2002, JCIS.

[8]  Krassimir T. Atanassov,et al.  Intuitionistic Fuzzy Sets - Theory and Applications , 1999, Studies in Fuzziness and Soft Computing.

[9]  Alfredo Petrosino,et al.  Advances in fuzzy sets and rough sets , 2006, Int. J. Approx. Reason..

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

[11]  William Zhu,et al.  Generalized rough sets based on relations , 2007, Inf. Sci..

[12]  Janusz Zalewski,et al.  Rough sets: Theoretical aspects of reasoning about data , 1996 .

[13]  Lei Zhou,et al.  On generalized intuitionistic fuzzy rough approximation operators , 2008, Inf. Sci..

[14]  Dogan Çoker,et al.  Fuzzy rough sets are intuitionistic L-fuzzy sets , 1998, Fuzzy Sets Syst..

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

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

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

[18]  Guilong Liu,et al.  Generalized rough sets over fuzzy lattices , 2008, Inf. Sci..

[19]  Andrzej Skowron,et al.  Rudiments of rough sets , 2007, Inf. Sci..

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

[21]  Nick Cercone,et al.  Integrating rough set theory and medical applications , 2008, Appl. Math. Lett..

[22]  K. Atanassov New operations defined over the intuitionistic fuzzy sets , 1994 .

[23]  Andrzej Skowron,et al.  Rough sets and Boolean reasoning , 2007, Inf. Sci..

[24]  Anna Maria Radzikowska,et al.  Rough Approximation Operations Based on IF Sets , 2006, ICAISC.

[25]  Zhang Zhi-ming Intuitionistic fuzzy rough sets based on intuitionistic fuzzy coverings , 2010 .

[26]  Jianhua Dai,et al.  Rough 3-valued algebras , 2008, Inf. Sci..

[27]  Guilong Liu,et al.  Axiomatic systems for rough sets and fuzzy rough sets , 2008, Int. J. Approx. Reason..

[28]  Gui-Long Liu,et al.  The Axiomatization of the Rough Set Upper Approximation Operations , 2006, Fundam. Informaticae.

[29]  Guilin Qi,et al.  Rough operations on Boolean algebras , 2005, Inf. Sci..

[30]  Chris Cornelis,et al.  Intuitionistic fuzzy rough sets: at the crossroads of imperfect knowledge , 2003 .