Linguistic hedges for ant-generated rules

Qiang Shen, Michelle Galea

Allbwn ymchwil: Cyfraniad at gynhadleddPapur

5 Dyfyniadau (Scopus)
166 Wedi eu Llwytho i Lawr (Pure)

Crynodeb

FRANTIC, a system inspired by insect behaviour for inducing fuzzy IF-THEN rules, is enhanced to produce rules with linguistic hedges. FRANTIC is evaluated against an earlier version of itself and against several other fuzzy rule induction algorithms, and the results are highly encouraging. Rule comprehensibility is maintained while an improvement in the accuracy of the rulebases induced is observed. Equally important, the increase in computation expense due to the improved richness in the hypothesis language is acknowledged, and several ways of resolving this are discussed.
Iaith wreiddiolSaesneg
Tudalennau9105-9112
Nifer y tudalennau8
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - 2006

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