interpoler une fonction methode de tchebyshev in matlab

Here's an example implementation of the Tchebyshev Interpolation Method for a given function in MATLAB:

main.m
% Define the function to interpolate
f = @(x) 1./(1+25*x.^2);

% Define the Tchebyshev points
N = 5;
x = cos((0:N)*pi/N);

% Compute the Tchebyshev coefficients
c = zeros(1,N+1);
for k = 0:N
    c(k+1) = ((-1)^k)*sum(f(x).*cos(k*acos(x)));
end

% Evaluate the function using the Tchebyshev interpolation
x_eval = -1:0.01:1;
p = zeros(size(x_eval));
for k = 0:N
    p = p + c(k+1)*cos(k*acos(x_eval));
end

% Plot the original function and its Tchebyshev interpolation
figure;
plot(x_eval, f(x_eval), 'LineWidth', 2);
hold on;
stem(x, f(x), 'filled');
plot(x_eval, p, '--', 'LineWidth', 2);
legend('Original Function', 'Tchebyshev Points', 'Tchebyshev Interpolation');
title('Tchebyshev Interpolation for a Given Function');
xlabel('x');
ylabel('y');
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This implementation defines the function to interpolate, computes the Tchebyshev points, computes the Tchebyshev coefficients, evaluates the function using the Tchebyshev interpolation, and plots both the original function and its Tchebyshev interpolation.

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