A Survey on Applications of Adaptive Neuro Fuzzy Inference System

Navneet Walia, Sharad Kumar, Harsukhpreet Singh
2015 International Journal of Hybrid Information Technology  
In this paper we presented an architecture and basic learning process underlying in fuzzy inference system and adaptive neuro fuzzy inference system which is a hybrid network implemented in framework of adaptive network. In real world computing environment, soft computing techniques including neural network, fuzzy logic algorithms have been widely used to derive an actual decision using given input or output data attributes, ANFIS can construct mapping based on both human knowledge and hybrid
more » ... arning algorithms. This study involves study of ANFIS strategy ANFIS strategy is employed to model nonlinear functions, to control one of the most important parameters of the induction machine and predict a chaotic time series, all yielding more effective, faster response or settling times.
doi:10.14257/ijhit.2015.8.11.30 fatcat:oycbgs7p6zhzhkokojq35pshwq