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Incorporating Membership Functions and Certainty Factors in Fuzzy Expert Systems
Author(s) -
Chew Gerard,
Schneider Moti,
Kandel Abraham,
Langholz Gideon
Publication year - 1995
Publication title -
computer‐aided civil and infrastructure engineering
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.773
H-Index - 82
eISSN - 1467-8667
pISSN - 1093-9687
DOI - 10.1111/j.1467-8667.1995.tb00282.x
Subject(s) - certainty , flexibility (engineering) , expert system , computer science , preprocessor , fuzzy logic , fuzzy control system , artificial intelligence , data mining , legal expert system , phrase , machine learning , mathematics , statistics , geometry
This paper demonstrates a mechanism for incorporating and independently evaluating membership functions and certainty factors during the preprocessing phrase in fuzzy expert systems. By providing this flexibility within the framework of a fuzzy expert system tool, the expert system becomes better equipped to model real‐world control applications.