Title :
The inference error minimisation approach to fuzzy inference and knowledge analysis
Author :
Sala, A. ; Albertos, P.
Author_Institution :
Departamento de Ingenieria de Sistemas, Univ. Politecnica de Valencia, Spain
Abstract :
An inference method based on an equation image of a rulebase and minimisation of a cost index (inference error) is here presented. The method has an intuitive insight, more powerful rules are allowed, and presents an interesting algebraic and functional interpretation of inference, from which useful conclusions can be drawn with respect to formal analysis of the internal quality and completeness of a fuzzy knowledge base
Keywords :
fuzzy logic; inference mechanisms; knowledge engineering; minimisation; algebraic interpretation; cost index minimisation; functional interpretation; fuzzy inference; fuzzy knowledge base completeness; fuzzy knowledge base internal quality; inference error; inference error minimisation; knowledge analysis; Costs; Equations; Error correction; Fuzzy logic; Fuzzy sets; Fuzzy systems; Humans; Inference algorithms; Knowledge based systems; Knowledge engineering;
Conference_Titel :
Decision and Control, 1996., Proceedings of the 35th IEEE Conference on
Conference_Location :
Kobe
Print_ISBN :
0-7803-3590-2
DOI :
10.1109/CDC.1996.574262
