removeInput

Remove input variable from fuzzy inference system

Syntax

fisOut = removeInput(fisIn,inputName)

Description

fisOut = removeInput(fisIn,inputName) removes the input variable with the name inputName from fuzzy inference system fisIn and returns the resulting fuzzy system in fisOut.

Examples

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Remove Input Variable from Fuzzy Inference System

Open Live Script

Load fuzzy system.

fis = readfis("tipper");

View the input variables of fis.

fis.Inputs

ans = 
  1x2 fisvar array with properties:

    Name
    Range
    MembershipFunctions

  Details:
           Name        Range     MembershipFunctions
         _________    _______    ___________________

    1    "service"    0    10        {1x3 fismf}    
    2    "food"       0    10        {1x2 fismf}

View the rules of fis.

fis.Rules

ans = 
  1x3 fisrule array with properties:

    Description
    Antecedent
    Consequent
    Weight
    Connection

  Details:
                                Description                        
         __________________________________________________________

    1    "service==poor | food==rancid => tip=cheap (1)"           
    2    "service==good => tip=average (1)"                        
    3    "service==excellent | food==delicious => tip=generous (1)"

Remove the service input variable.

fis = removeInput(fis,"service");

View the updated input variables.

fis.Inputs

ans = 
  fisvar with properties:

                   Name: "food"
                  Range: [0 10]
    MembershipFunctions: [1x2 fismf]

View the updated rules.

fis.Rules

ans = 
  1x2 fisrule array with properties:

    Description
    Antecedent
    Consequent
    Weight
    Connection

  Details:
                      Description             
         _____________________________________

    1    "food==rancid => tip=cheap (1)"      
    2    "food==delicious => tip=generous (1)"

service has been removed from the variables and rules of fis.

Input Arguments

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`fisIn` — Fuzzy inference system
`mamfis` object | `sugfis` object | `mamfistype2` object | `sugfistype2` object

Fuzzy inference system, specified as one of the following:

mamfis object — Mamdani fuzzy inference system
sugfis object — Sugeno fuzzy inference system
mamfistype2 object — Type-2 Mamdani fuzzy inference system
sugfistype2 object — Type-2 Sugeno fuzzy inference system

`inputName` — Input variable name
string | character vector

Input variable name, specified as a string or character vector.

Output Arguments

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`fisOut` — Fuzzy inference system
`mamfis` object | `sugfis` object | `mamfistype2` object | `sugfistype2` object

Fuzzy inference system, specified as one of the following:

mamfis object — Mamdani fuzzy inference system
sugfis object — Sugeno fuzzy inference system
mamfistype2 object — Type-2 Mamdani fuzzy inference system
sugfistype2 object — Type-2 Sugeno fuzzy inference system

fisOut has the same properties as fisIn except:

The input variable with the specified name is removed.
The specified input variable is removed from any fuzzy rules. If a rule has only the specified input variable in its antecedent, then the entire rule is removed. If a rule has more than one input variable in its antecedent, then the specified input variable is removed from the antecedent.