Title :
Some design options for optimal fuzzy model I/O interfaces
Author :
Pedrycz, Witold ; De Oliveira, José Valente
Author_Institution :
Dept. of Electr. & Comput. Eng., Manitoba Univ., Winnipeg, Man., Canada
Abstract :
The relevance for fuzzy modelling of the concept of optimal I/O interfaces has been discussed, analyzed, and illustrated. A pair of directly connected numeric/linguistic and linguistic/numeric interfaces is said to be a pair of optimal interfaces if a zero conversion error is obtained. In this work, some optimal interfaces design options are outlined and discussed. These include the optimization of the numeric/linguistic interface, the optimization of the linguistic/numeric interface, and the simultaneous optimization of both interfaces. Simulation results are included
Keywords :
fuzzy set theory; fuzzy systems; modelling; neural nets; optimisation; linguistic/numeric interfaces; numeric/linguistic interface; optimal fuzzy model I/O interfaces; Control systems; Design optimization; Fuzzy sets; Input variables; Plasma welding; Sampling methods;
Conference_Titel :
Fuzzy Systems, 1996., Proceedings of the Fifth IEEE International Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-3645-3
DOI :
10.1109/FUZZY.1996.552394
