Characterizing the result of the division of fuzzy relations

The role and properties of the division operator are well known in the framework of queries addressed to regular relational databases. However, Boolean queries may turn out to be too restrictive to answer some user needs and it is desirable to consider extended queries by introducing preferences inside selection conditions. In this paper, the extension of the division operator is investigated in the context of graded relations, i.e., whose tuples are weighted. Several interpretations of the division are possible and they mainly depend on the roles of the grades attached to tuples of input relations. Their properties are examined in the perspective of a characterization of the result obtained as a quotient, similarly to that obtained for integers.

[1]  Patrick Bosc,et al.  SQLf: a relational database language for fuzzy querying , 1995, IEEE Trans. Fuzzy Syst..

[2]  Olga Pons,et al.  THE GENERALIZED SELECTION: AN ALTERNATIVE WAY FOR THE QUOTIENT OPERATIONS IN FUZZY RELATIONAL DATABASES , 1995 .

[3]  Janusz Kacprzyk,et al.  Database Queries with Fuzzy Linguistic Quantifiers , 1986, IEEE Transactions on Systems, Man, and Cybernetics.

[4]  Patrick Bosc,et al.  On the primitivity of the division of fuzzy relations , 1997, SAC '97.

[5]  Didier Dubois,et al.  Readings in Fuzzy Sets for Intelligent Systems , 1993 .

[6]  Didier Dubois,et al.  Extended Divisions for Flexible Queries in Relational Databases , 2000 .

[7]  Didier Dubois,et al.  Semantics of quotient operators in fuzzy relational databases , 1996, Fuzzy Sets Syst..

[8]  Motohide Umano,et al.  Fuzzy relational algebra for possibility-distribution-fuzzy-relational model of fuzzy data , 1994, Journal of Intelligent Information Systems.

[9]  N. Mouaddib,et al.  The nuanced relational division , 1993, [Proceedings 1993] Second IEEE International Conference on Fuzzy Systems.

[10]  Olga Pons,et al.  Knowledge Management in Fuzzy Databases , 2000 .

[11]  Valiollah Tahani,et al.  A conceptual framework for fuzzy query processing - A step toward very intelligent database systems , 1977, Inf. Process. Manag..

[12]  D. Dubois,et al.  A theorem on implication functions defined from triangular norms. , 1984 .

[13]  F. E. A Relational Model of Data Large Shared Data Banks , 2000 .

[14]  Didier Dubois,et al.  Flexible Queries in Relational Databases - The Example of the Division Operator , 1997, Theor. Comput. Sci..