On aggregation operators of transitive similarity and dissimilarity relations

Similarity and dissimilarity are widely used concepts. One of the most studied matters is their combination or aggregation. However, transitivity property is often ignored when aggregating despite being a highly important property, studied by many authors but from different points of view. We collect here some results in preserving transitivity when aggregating, intending to clarify the relationship between aggregation and transitivity and making it useful to design aggregation operators that keep transitivity property. Some examples of the utility of the results are also shown.

[1]  János C. Fodor,et al.  An application of aggregation procedures to the definition of measures of similarity between fuzzy sets , 1998, Fuzzy Sets Syst..

[2]  A. Tversky,et al.  Similarity, separability, and the triangle inequality. , 1982, Psychological review.

[3]  Lotfi A. Zadeh,et al.  Similarity relations and fuzzy orderings , 1971, Inf. Sci..

[4]  Frank Klawonn,et al.  Similarity in fuzzy reasoning , 1995 .

[5]  Hugh Osborne,et al.  Similarity Metrics: A Formal Unification of Cardinal and Non-Cardinal Similarity Measures , 1997, ICCBR.

[6]  Martine De Cock,et al.  On (un)suitable fuzzy relations to model approximate equality , 2003, Fuzzy Sets Syst..

[7]  George J. Klir,et al.  Fuzzy sets and fuzzy logic - theory and applications , 1995 .

[8]  A. Tversky Features of Similarity , 1977 .

[9]  Radko Mesiar,et al.  Characterization of invariant aggregation operators , 2004, Fuzzy Sets Syst..

[10]  Sergei Ovchinnikov Aggregating Transitive fuzzy Binary Relations , 1995, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[11]  Jean-Luc Marichal,et al.  Aggregation operators for multicriteria decision aid , 1998 .

[12]  Gaspar Mayor,et al.  Aggregation Operators , 2002 .

[13]  Simone Santini,et al.  Similarity Measures , 1999, IEEE Trans. Pattern Anal. Mach. Intell..

[14]  J. Gower A General Coefficient of Similarity and Some of Its Properties , 1971 .

[15]  Derek G. Bridge,et al.  Defining and Combining Symmetric and Asymmetric Similarity Measures , 1998, EWCBR.

[16]  Frank Klawonn,et al.  Should fuzzy equality and similarity satisfy transitivity? Comments on the paper by M. De Cock and E. Kerre , 2003, Fuzzy Sets Syst..

[17]  Jesús Manuel Fernández Salido,et al.  On [beta]-Precision aggregation , 2003, Fuzzy Sets Syst..

[18]  Radko Mesiar,et al.  Domination of Aggregation Operators and Preservation of Transitivity , 2002, Int. J. Uncertain. Fuzziness Knowl. Based Syst..