Aggregation of partial T-indistinguishability operators and partial pseudo-metrics

Abstract In this contribution we address our attention on the aggregation of partial T-indistinguishability operators (relations) and partial pseudo-metrics. A characterization of those functions that allow to merge a collection of partial T–indistinguishability operators into a new one was provided by Calvo et al. in [10] by means of ( T , T M ) -tuples, but here we present another characterization in terms of ( + , max ⁡ ) -tuples. Also, we analyze the aggregation of a collection ( E i ) i = 1 n of partial T i -indistinguishability operators. Moreover, we provide that a generalized inter–exchange composition functions condition is a sufficient condition to guarantee that a function merges partial T i -indistinguishability operators into a single one. In addition, we give different expressions of those aggregation functions that are object of our study, most of them are defined by means of the additive generators of the corresponding t-norms and another particular function. We see that the functions, that merge partial S-pseudo-metrics into a new one, are related to the functions that aggregate partial pseudo-metrics. Finally, we show the relation between the functions, that merge partial T-indistinguishability operators and the functions that preserve the partial T ⁎ -pseudo-metrics in the aggregation process.

[1]  Mustafa Demirci,et al.  The order-theoretic duality and relations between partial metrics and local equalities , 2012, Fuzzy Sets Syst..

[2]  Gleb Beliakov,et al.  Aggregation Functions: A Guide for Practitioners , 2007, Studies in Fuzziness and Soft Computing.

[3]  Ivan Popchev,et al.  Properties of the aggregation operators related with fuzzy relations , 2003, Fuzzy Sets Syst..

[4]  L. Valverde On the structure of F-indistinguishability operators , 1985 .

[5]  Óscar Valero,et al.  On the Problem of Aggregation of Partial T-Indistinguishability Operators , 2018, IPMU.

[6]  Humberto Bustince,et al.  A Practical Guide to Averaging Functions , 2015, Studies in Fuzziness and Soft Computing.

[7]  Jordi Recasens,et al.  Aggregation of T‐transitive relations , 2003, Int. J. Intell. Syst..

[8]  Ralph Kopperman,et al.  Some corollaries of the correspondence between partial metrics and multivalued equalities , 2014, Fuzzy Sets Syst..

[9]  Radko Mesiar,et al.  Partitions , 2019, The Student Mathematical Library.

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

[11]  Józef Drewniak,et al.  Aggregations preserving classes of fuzzy relations , 2005, Kybernetika.

[12]  Julija Lebedinska,et al.  On another view of aggregation of fuzzy relations , 2011, EUSFLAT Conf..

[13]  Enric Trillas,et al.  On the aggregation of some classes of fuzzy relations , 2002 .

[14]  S. Ovchinnikov Similarity relations, fuzzy partitions, and fuzzy orderings , 1991 .

[15]  Juan-José Miñana,et al.  On Indistinguishability Operators, Fuzzy Metrics and Modular Metrics , 2017, Axioms.

[16]  B. Baets,et al.  Metrics and T-Equalities , 2002 .

[17]  B. Baets,et al.  Pseudo-metrics and T-equivalences , 1997 .

[18]  Urszula Dudziak,et al.  Preservation of t-norm and t-conorm based properties of fuzzy relations during aggregation process , 2013, EUSFLAT Conf..

[19]  Jordi Recasens,et al.  Preserving T-Transitivity , 2016, CCIA.

[20]  Elena Deza,et al.  Encyclopedia of Distances , 2014 .

[21]  Juan-José Miñana,et al.  A study on the relationship between relaxed metrics and indistinguishability operators , 2018, Soft Comput..

[22]  Jordi Recasens,et al.  T-generable indistinguishability operators and their use for feature selection and classification , 2019, Fuzzy Sets Syst..

[23]  S. Ovchinnikov Representations of Transitive Fuzzy Relations , 1984 .