Statistical analysis of parametric t-norms

  • Authors:
  • Luigi Troiano;Luis J. Rodríguez-Muñiz;Pasquale Marinaro;Irene Díaz

  • Affiliations:
  • -;-;-;-

  • Venue:
  • Information Sciences: an International Journal
  • Year:
  • 2014

Quantified Score

Hi-index 0.07

Visualization

Abstract

Theoretical aspects of aggregation functions, particularly t-norms, have been deeply investigated. A further step in the study of these functions is to consider statistical behavior of outputs. This research approach has been initiated by the authors in a recent paper, mainly focused on the compensatory functions (such as averages). Now, parametric t-norms are especially studied in order to provide simply easy rules to be used by practitioners when choosing one parameter value. A pairwise parametric comparison of several t-norm families is provided by means of charts.