An Analysis of Generalised Approximate Equalities Based on Rough Fuzzy Sets

Three types of rough equalities were introduced by Novotny and Pawlak ([7, 8,9]), which take care of approximate equalities of sets. These sets may not be equal in the usual sense. These notions were generalized by Tripathy, Mitra and Ojha ([12]), who introduced the concepts of rough equivalences of sets. These approximate equalities of sets capture equality of the concerned sets at a higher level than their corresponding rough equalities. Some more properties were proved in [13]. Two more approximate equalities were introduced by Tripathy [11] and comparative analysis of their efficiency was provided. In this paper, we generalise these approximate equalities by considering rough fuzzy sets instead of only rough sets. A concept of leveled approximate equality is introduced and properties are studied. We also provide suitable examples to illustrate the applications of the new notions and provide an analysis of their relative efficiency.

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

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

[3]  B. K. Tripathy,et al.  On Approximation of Classifications, Rough Equalities and Rough Equivalences , 2009 .

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

[5]  B. K. Tripathy,et al.  An Analysis of Approximate Equalities based on Rough Set Theory , 2011 .

[6]  Zdzisław Pawlak,et al.  On rough equalities , 1985 .

[7]  Jerzy W. Grzymala-Busse,et al.  Rough Sets , 1995, Commun. ACM.

[8]  Sadaaki Miyamoto,et al.  Rough Sets and Current Trends in Computing , 2012, Lecture Notes in Computer Science.

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

[10]  B. K. Tripathy,et al.  Rough equivalence and algebraic properties of rough sets , 2009, Int. J. Artif. Intell. Soft Comput..

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

[12]  B. K. Tripathy,et al.  Covering Based Rough Equivalence of Sets and Comparison of Knowledge , 2009, 2009 International Association of Computer Science and Information Technology - Spring Conference.

[13]  Zdzislaw Pawlak,et al.  Rough Set Theory , 2008, Wiley Encyclopedia of Computer Science and Engineering.

[14]  Anirban Mitra,et al.  On Rough Equalities and Rough Equivalences of Sets , 2008, RSCTC.

[15]  Zdzisław Pawlak,et al.  Black box analysis and rough top equalities , 1985 .

[16]  Lotfi A. Zadeh,et al.  Fuzzy Sets , 1996, Inf. Control..