Title :
Hierarchical fuzzy systems with FITM
Author :
Aja-Fernandez, Santiago ; Alberola-López, Carlos
Author_Institution :
ETS Ingenieros de Telecomunicacion, Valladolid Univ., Spain
Abstract :
A matrix inference method for fuzzy systems (FITM) is used to deal with hierarchical fuzzy systems (HFSs). The contribution of this paper is twofold: on one hand, we show that a HFS (either serial or parallel) can be easily converted into a single fuzzy system, and implemented via FITM. On the other, we show that a serial HFS can be obtained out of a complicated multiple-input single-output fuzzy system. An example of such a conversion for a three-input system is included.
Keywords :
fuzzy reasoning; fuzzy systems; hierarchical systems; matrix algebra; fast inference using transition matrices; hierarchical fuzzy systems; matrix inference method; multiple input single output fuzzy system; Computational complexity; Data structures; Frequency selective surfaces; Fuzzy sets; Fuzzy systems; Image processing; Matrix converters; Process control; Telecommunications;
Conference_Titel :
Fuzzy Systems, 2004. Proceedings. 2004 IEEE International Conference on
Print_ISBN :
0-7803-8353-2
DOI :
10.1109/FUZZY.2004.1375497
