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pimf

Pi-shaped membership function

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Syntax

y = pimf(x,params)

Description

This function computes fuzzy membership values using a spline-based pi-shaped membership function. You can also compute this membership function using a fismf object. For more information, see fismf Object.

This membership function is related to the smf and zmf membership functions.

y = pimf(x,params) returns fuzzy membership values computed using a spline-based pi-shaped membership function. This membership function is the product of an smf function and a zmf function, and is given by:

f(x;a,b,c,d)={0,x≤a2(x−ab−a)2,a≤x≤a+b21−2(x−bb-a)2,a+b2≤x≤b1,b≤x≤c1−2(x−cd−c)2,c≤x≤c+d22(x−dd-c)2,c+d2≤x≤d0,x≥d}

To define the membership function parameters, specify params as the vector [a b c c].

Membership values are computed for each input value in x.

example

Examples

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Open Live Script

Specify input values across the universe of discourse.

x = 0:0.1:10;

Evaluate membership function for the input values.

y = pimf(x,[1 4 5 10]);

Plot the membership function.

plot(x,y)
title('pimf, P = [1 4 5 10]')
xlabel('x')
ylabel('Degree of Membership')
ylim([-0.05 1.05])

Figure contains an axes object. The axes object with title pimf, P = [1 4 5 10], xlabel x, ylabel Degree of Membership contains an object of type line.

Input Arguments

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Input values for which to compute membership values, specified as a scalar or vector.

Membership function parameters, specified as the vector [a b c d]. Parameters a and d define the feet of the membership function, and b and c define its shoulders.

Output Arguments

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Membership value returned as a scalar or a vector. The dimensions of y match the dimensions of x. Each element of y is the membership value computed for the corresponding element of x.

Alternative Functionality

fismf Object

You can create and evaluate a fismf object that implements the pimf membership function.

mf = fismf("pimf",P);
Y = evalmf(mf,X);

Here, X, P, and Y correspond to the x, params, and y arguments of pimf, respectively.

Extended Capabilities

C/C++ Code Generation
Generate C and C++ code using MATLAB® Coder™.

Version History

Introduced before R2006a

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See Also

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