Created
October 19, 2018 01:32
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Lagrange interpolation with Chebyshev nodes
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function p=ChebyshevInterp(f,n,xx) | |
n = n-1; % Number intervals | |
Xn = cos((pi/(n+1))*(0.5+(0:n))); % Chebyshev Nodes | |
f_X = f(Xn); % f at Chebyshev nodes, | |
omega = BaryWeigths(Xn); % Barycentric Weigths. | |
p = zeros(1,length(xx)); % Setting interpolant | |
is = ismember(xx,Xn); % Position of a member of Xn at xx. | |
p(is) = f(xx(is)); % p(x_k) =f(x_k). | |
xx = setdiff(xx,Xn); % xx \setminus Xn. | |
A = repmat(Xn',1,100); | |
A = bsxfun(@minus,xx,A); | |
A = 1./A; | |
p(~is)=sum(bsxfun(@times,A,(omega.*f_X)'))... | |
./sum(bsxfun(@times,A,omega')); | |
end | |
function omega=BaryWeigths(X) | |
n=length(X); | |
X=X(:); % forced to be a column vector | |
Omega=repmat(X,1,n); % [X|X|X|...|X] | |
Omega=bsxfun(@minus,X',Omega); % [x_0-X|x_1-X|...|x_n-X] | |
Omega=Omega+eye(n); % diagonal filled with 1's | |
omega=1./prod(Omega); % Barycentric Weigths | |
end | |
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