Hello Peter,
I understand that you are trying to train a Sugeno-type FIS model with sample data to demonstrate how the ANFIS system works. I am assuming that your problem structure will be similar to some of the examples presented in MATLAB documentation. Execute the following command in your MATLAB command window to open a simple example of using ANFIS to model a system.
>> openExample('fuzzy/TrainANFISWithCustomNumberOfTrainingEpochsExample')
Please feel free to copy this code over as a starting template for your ANFIS test and modify accordingly to suit your datasets.
Some possible troubleshooting steps for your case:
- Ensure that the input training data format is compatible with what the “anfis” or “genfis” functions expect
- Step through the code using the debugger and identify where the test fails
Please refer to the following documentation for more information on how to use the “anfis” function
If you want a more detailed example with ANFIS, MATLAB comes pre-loaded with an inverse kinematics simulation which uses ANFIS to model the Inverse Kinematics of a 2-joint robot arm.
In order to open this simulation, please execute the following command in the MATLAB command window:
>> openExample('fuzzy_featured/invkine_codepad')
The following link explains how ANFIS is used in this model in detail:
The above links should serve as good starting points and templates to help resolve your issue.
