Title :
A new aspect for the optimization of fuzzy if-then rules
Author :
Moraga, Claudio ; Salas, Rodrigo
Author_Institution :
Dept. of Comput. Sci., Dortmund Univ., Germany
Abstract :
Evolutionary optimization of fuzzy if-then rules for approximation is an area of research that has received much attention in the last years. The present paper adds a new possibility by proposing a method for data-driven reshaping or designing the uncertainty transitions of piecewise linear fuzzy sets representing the linguistic terms of the fuzzy rules.
Keywords :
evolutionary computation; fuzzy logic; fuzzy set theory; data-driven reshape design; evolutionary algorithm; evolutionary optimization; fuzzy if-then rules; Computer science; Constraint optimization; Evolutionary computation; Fuzzy sets; Humidity; Multiresolution analysis; Piecewise linear approximation; Piecewise linear techniques; Shape; Uncertainty; Fuzzy if-then rules; evolutionary algorithms; order automorphisms;
Conference_Titel :
Multiple-Valued Logic, 2005. Proceedings. 35th International Symposium on
Print_ISBN :
0-7695-2336-6
DOI :
10.1109/ISMVL.2005.3
