For a given domain x and parameters params (or [a b c]), return the corresponding y values for the triangular membership function.
The argument x must be a real number or a non-empty vector of strictly increasing real numbers, and parameters a, b, and c must be real numbers that satisfy a < b < c. None of the parameters a, b, and c are required to be in the domain x. The minimum and maximum values of the triangle are assumed to be 0 and 1.
The parameters [a b c] correspond to the x values of the vertices of the triangle:
1-| /\ | / \ | / \ | / \ 0----------------------- a b c
To run the demonstration code, type demo('trimf') at the Octave prompt.
See also: dsigmf, gauss2mf, gaussmf, gbellmf, pimf, psigmf, sigmf, smf, trapmf, trimf_demo, zmf.
The following code
x = 0:100; params = [-1 0 50]; y1 = trimf(x, params); params = [0 50 100]; y2 = trimf(x, params); params = [50 100 101]; y3 = trimf(x, params); figure('NumberTitle', 'off', 'Name', 'trimf demo'); plot(x, y1, 'r;params = [-1 0 50];', 'LineWidth', 2) hold on; plot(x, y2, 'b;params = [0 50 100];', 'LineWidth', 2) hold on; plot(x, y3, 'g;params = [50 100 101];', 'LineWidth', 2) ylim([-0.1 1.2]); xlabel('Crisp Input Value', 'FontWeight', 'bold'); ylabel('Degree of Membership', 'FontWeight', 'bold'); grid;
Produces the following figure
Figure 1 |
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Package: fuzzy-logic-toolkit