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scripts default iconSugeno-type FIS output tuning (Scripts) Publisher's description

The archive contains sugenotune.m which is used to tune Sugeno-type FIS outputs.

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.

- 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.

System Requirements:

MATLAB 7.9 (2009b)
Program Release Status: New Release
Program Install Support: Install and Uninstall

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