Title :
The fidelity of fuzzy-logic inference
Author_Institution :
NEC Res. Inst., Princeton, NJ
fDate :
11/1/1993 12:00:00 AM
Abstract :
The concept of fidelity of inference is introduced in order to quantify the degree to which the inferred value of a consequent can be regarded as valid. This concept also enhances our understanding of other aspects of fuzzy-logic inference including transitivity, intuitive leap, rada, and coupled implicative equations. It also enables many of the results derived earlier for element-by-element implication and derived implication to be taken over to inclusion and derived inclusion. Finally, it permits this inference to be carried out in hardware using simple circuitry, and provides a natural measure of noise immunity
Keywords :
fuzzy logic; fuzzy set theory; inference mechanisms; truth maintenance; uncertainty handling; coupled implicative equations; derived implication; element-by-element implication; fidelity; fuzzy-logic inference; intuitive leap; noise immunity; rada; transitivity; Boolean functions; Circuit noise; Equations; Fuzzy logic; Hardware; Multivalued logic; Noise measurement;
Journal_Title :
Fuzzy Systems, IEEE Transactions on