A principled approach to fuzzy rule-based interpolation using similarity relations
Publication Type:Conference Paper
Source:EUSFLAT-LFA 2005. Joint 4th EUSFLAT & 11th LFA Conference 7-9 September, 2005 - Barcelona, Spain, p.757 - 763 (2005)
In this work we consider a very general principle for fuzzy rule interpolation methods based on an interpretation of the generalized modus ponens rule in terms of closeness relations. Then we present two particular instances of the general principle when the closeness relations are defined from parametric families of similarity fuzzy relations on the input and output spaces. The case of multiple input variables is also considered.