Sugeno-type FIS output tuning
The archive contains sugenotune.m which is used to tune Sugeno-type FIS outputs. The used methods are ldivide, Kalman filter, pseudoinversion, Kaczmarz algorithm, and gradient descent methods. Though the user can supply sugenotune.m with his own methods.
Remarks:
- FIS with multiple outputs is allowed;
- the tuning takes into account rule weights;
- the FIS outputs can be pure constant (all MFs are constant), pure linear (all MFs are linear) or mixed (some MFs are constant and the rest are linear);
- there is also sugenotunex.m available which is compatible with extended rule structure (see my submission with file ID 28393);
- see example1.m and example2.m for usage details.
Cite As
Konstantin Sidelnikov (2024). Sugeno-type FIS output tuning (https://www.mathworks.com/matlabcentral/fileexchange/28458-sugeno-type-fis-output-tuning), MATLAB Central File Exchange. Retrieved .
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