View License

Download apps, toolboxes, and other File Exchange content using Add-On Explorer in MATLAB.

» Watch video

Highlights from
Sugeno-type FIS output tuning

3.0 | 1 rating Rate this file 12 Downloads (last 30 days) File Size: 195 KB File ID: #28458 Version: 1.2

Sugeno-type FIS output tuning



12 Aug 2010 (Updated )

Tunes linear parameters of Sugeno-type FIS output using various methods of solving linear equations

| Watch this File

File Information

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.

Required Products Fuzzy Logic Toolbox
MATLAB release MATLAB 7.9 (R2009b)
Tags for This File   Please login to tag files.
Please login to add a comment or rating.
Comments and Ratings (1)
02 May 2014 satheesh

13 Aug 2010 1.1

some remarks was added

30 Aug 2010 1.2

I have changed the algorithm of sugenotune(x).m, added another example, and updated submission description.

Contact us