Nonlinear context adaptation in the calibration of fuzzy sets

W Pedrycz, RR Gudwin, FAC Gomide - Fuzzy Sets and Systems, 1997 - Elsevier
In this note we elaborate on the concept and use of context adaptation. The underlying idea
hinges upon a nonlinear transformation of an actual reference unit universe of discourse into
a subset of reals, say [a, b], that is implied by actually available data (current context).
Assuming a collection of fuzzy sets A={A1, A2,…, An} defined over [0, 1], the adaptation
gives rise to a new frame of cognition A′={A1′, A2′,…, An′} expressed over [a, b].
Owing inherent nonlinearity of the developed mapping, different elements (fuzzy sets) of A …
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