TY - CONF
T1 - Linguistic hedges for ant-generated rules
AU - Shen, Qiang
AU - Galea, Michelle
N1 - M. Galea and Q. Shen. Linguistic hedges for ant-generated rules. Proceedings of the 15th International Conference on Fuzzy Systems, pages 9105-9112, 2006.
PY - 2006
Y1 - 2006
N2 - 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.
AB - 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.
U2 - 10.1109/FUZZY.2006.1681974
DO - 10.1109/FUZZY.2006.1681974
M3 - Paper
SP - 9105
EP - 9112
ER -