Granularity and specificity in fuzzy function approximation

This paper describes some preliminary investigations into the relationships between granularity and specificity in fuzzy rule bases. It proposes a strategy for learning fuzzy rules that optimizes granularity based on a desired degree of specificity. In addition, this approach may be used to combine...

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Bibliographic Details
Published in1998 Conference of the North American Fuzzy Information Processing Society - NAFIPS (Cat. No.98TH8353) pp. 105 - 109
Main Authors Sudkamp, T., Hammell, R.J.
Format Conference Proceeding
LanguageEnglish
Published IEEE 1998
Subjects
Application software
Automatic control
Computer science
Function approximation
Fuzzy control
Fuzzy reasoning
Fuzzy sets
Laboratories
Marine vehicles
Training data
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Summary:This paper describes some preliminary investigations into the relationships between granularity and specificity in fuzzy rule bases. It proposes a strategy for learning fuzzy rules that optimizes granularity based on a desired degree of specificity. In addition, this approach may be used to combine rule bases of various degrees of granularity.
ISBN:9780780344532
0780344537
DOI:10.1109/NAFIPS.1998.715546