Dear scholars,
I was wondering how can I generate MATLAB code of an ANFIS (FIS) model?
I need to integrate my ANFIS (FIS)/Fuzzy logic system into another MATLAB code to render optimizations. Do you have any suggestions how to generate MATLAB code of ANFIS or FIS (if possible at all)?
Thanks!
Dear Alireza Babaei,
I suggest you to see links and attached files on subject.
https://www.mathworks.com/matlabcentral/fileexchange/52969-time-series-prediction-using-anfis
https://fr.mathworks.com/matlabcentral/fileexchange/52971-anfis-training-using-evolutionary-algorithms-and-metaheuristics
https://thesai.org/Downloads/Volume11No6/Paper_63-Neuro_Fuzzy_System_with_Particle_Swarm_Optimization.pdf
Best regards
Dear Alireza Babaei ,
Suppose that you want to apply fuzzy inference to a system for which you already have a collection of input/output data that you would like to use for modeling, model-following, or some similar scenario. Also, assume that you do not necessarily have a predetermined model structure based on the characteristics of variables in your system. In some modeling situations, discerning membership functions parameters by looking at data can be difficult or impossible. In these cases, rather than choosing the parameters associated with a given membership function arbitrarily, you can tailor the membership function parameters to the input/output data. Using Fuzzy Logic Toolbox™ software, you can tune Sugeno fuzzy inference systems using neuro-adaptive learning techniques similar to those used for training neural networks.
Use the Fuzzy Logic Designer app, and export the FIS to the MATLAB workspace.
https://es.mathworks.com/help/fuzzy/neuro-adaptive-learning-and-anfis.html
Regards,
Shafagat
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