A Comparative Study of Type 1 Singleton Fuzzy Logic Systems in Machining Application
Pascual Noradino Montes Dorantes, Marco Aurelio Jiménez Gómez, Xavier Cantú Rodriguez, Gerardo Maximiliano Méndez · Research in Computing Science · 2014
This paper presents a comparison of two different techniques of Soft Computing (SC), in union with a novel approach of a hybrid model with Central Composite Design (CCD) with capacity of performing a rule reduction, without loss of reliability, and also performs a reduction of the computational time spent in prediction.Results obtained with this method show better performance thought generating a minimum error rate when it is compared with the Adaptive Network Fuzzy Inference Systems (ANFIS), or with the least squares method in case of pure the Fuzzy Singleton system.