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Sugeno-type FIS output tuning 1.0

  Date Added: June 22, 2013  |  Visits: 220

Sugeno-type FIS output tuning

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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.

Requirements: No special requirements
Platforms: Matlab
Keyword: Account Allowed Compatible Constant Details Example1m Example2m Extended Linear Mixed Structure Submission Sugenotunexm Takes Tuning Usage Weights
Users rating: 0/10

License: Freeware Size: 204.8 KB
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