Fuzzy Logic Designer

Design and test fuzzy inference systems

Description

The Fuzzy Logic Designer app lets you design and test fuzzy inference systems for modeling complex system behaviors.

Using this app, you can:

• Design Mamdani and Sugeno fuzzy inference systems.

• Add or remove input and output variables.

• Specify input and output membership functions.

• Define fuzzy if-then rules.

• Select fuzzy inference functions for:

  • And operations

  • Or operations

  • Implication

  • Aggregation

  • Defuzzification

• Adjust input values and view associated fuzzy inference diagrams.

• View output surface maps for fuzzy inference systems.

• Export fuzzy inference systems to the MATLAB^® workspace.

More

Limitations

The Fuzzy Logic Designer app does not support type-2 fuzzy systems.

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Open the Fuzzy Logic Designer App

• MATLAB Toolstrip: On the Apps tab, under Control System Design and Analysis, click the app icon.

• MATLAB command prompt: Enter fuzzyLogicDesigner.

Examples

Related Examples

• Build Fuzzy Systems Using Fuzzy Logic Designer

Programmatic Use

fuzzyLogicDesigner

fuzzyLogicDesigner opens the Fuzzy Logic Designer app.

fuzzyLogicDesigner(fis)

fuzzyLogicDesigner(fis) opens the app and loads the fuzzy inference system fis. fis can be any mamfis or sugfis object in the MATLAB workspace.

fuzzyLogicDesigner(fileName)

fuzzyLogicDesigner(fileName) opens the app and loads a fuzzy inference system from a file. fileName is the name of a .fis file on the MATLAB path.

To save a fuzzy inference system to a .fis file:

• In Fuzzy Logic Designer, select File > Export > To File.

• At the command line, use writeFIS.

Compatibility Considerations

Support for representing fuzzy inference systems as structures will be removed

Warns starting in R2019b

Support for representing fuzzy inference systems as structures will be removed in a future release. Use mamfis and sugfis objects instead. There are differences between these representations that require updates to your code. These differences include:

• Object property names that differ from the corresponding structure fields.

• Objects store text data as strings rather than as character vectors.

Also, all Fuzzy Logic Toolbox™ functions that accepted or returned fuzzy inference systems as structures now accept and return either mamfis or sugfis objects.

To convert existing fuzzy inference system structures to objects, use the convertfis function.