A modified Algorithm to Model Highly Nonlinear System
Tharwat O. S. Hanafy · 2010
In this paper, the Fusion of neural and fuzzy Systems will be investigated. Membership Function Generation and its mapping to Neural Network are introduced. An adaptive network fuzzy inference system (ANFIS) is introduced, and Multiple Inputs /Outputs Systems (Extended ANFIS Algorithm) is implemented. A Modification algorithm of ANFIS, Coupling of ANFIS called coactive neuro fuzzy system (CANFIS), is introduced and implemented using Matlab. The software of the modified algorithm of MIMO model identification is built. To test the validity of the modified algorithm ANFIS (CANFIS algorithm), an example is simulated from the numerical equation. The result of modified algorithm (CANFIS) showed a conformance with the simulated example and the root mean square (RMSE) is very small. (Tharwat O. S. Hanafy. A modified Algorithm to Model Highly Nonlinear System. Journal of American Science 2010;6(12):747-759). (ISSN: 1545-1003). http://www.americanscience.org.