Granularity and Specificity in Fuzzy Function Approximation

Document Type

Article

Publication Date

1998

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Abstract

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.

Comments

Presented at the 1998 Conference of the North American Fuzzy Information Processing Society - NAFIPS, Pensacola Beach, FL.

DOI

10.1109/NAFIPS.1998.715546

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