Yarpiz Academic Source Codes and Tutorials
Training of an ANFIS structure is a special kind of optimization problem. So metaheuristics and evolutionary algorithms can be used to train (tune the parameters of) an ANFIS structure. In this post, we are going to share with you, the MATLAB implementation of the evolutionary ANFIS training. The code, firstly creates an initial raw ANFIS structure and then uses Genetic Algorithm (GA) or Particle Swarm Optimization (PSO), to train the ANFIS. The evolutionary-trained ANFIS is used to solve a nonlinear regression and function approximation problem.
Downloads
The download link of this project follows.
Implemenattion of Training ANFIS using GA and PSO
DownloadCiting This Work
If you wish, you can cite this content as follows.
Cite as:
Mostapha Kalami Heris, Evolutionary ANFIS Training in MATLAB (URL: https://yarpiz.com/319/ypfz104-evolutionary-anfis-training), Yarpiz, 2015.
Thank you