Title :
Induction of fuzzy production rules
Author :
Silva, O.O. ; Souza, C.R.
Author_Institution :
Inst. Tecnologico da Aeronaut., Sao Paolo, Brazil
Abstract :
The problem of inducing new production rules from a rule bank of an expert system is treated. Criteria and methods for such an induction are proposed for rules with Boolean premises and conclusion and with certainty factors. The results are extended to rules with fuzzy expressions as premises and conclusions and with certainty factors for them. Examples are given
Keywords :
expert systems; fuzzy logic; Boolean premises; certainty factors; expert system; fuzzy expressions; fuzzy production rules; induction; Control theory; Data analysis; Fuzzy logic; Fuzzy set theory; Fuzzy sets; Game theory; Information analysis; Pattern recognition; Production; Topology;
Conference_Titel :
Multiple-Valued Logic, 1990., Proceedings of the Twentieth International Symposium on
Conference_Location :
Charlotte, NC
Print_ISBN :
0-8186-2046-3
DOI :
10.1109/ISMVL.1990.122632
