Newton interpolation for 9 values
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Hello im trying to run an interpolation for the values shown below in the code but for a reason when i plot the results I get a curve that doesnt go through all the points. Can someone help me solve this problem plz?
X=[0 14 36 52 68 75 83 94 100]; % time (sec)
Y=[6000 5750 4530 3675 1762 1279 895 429 151]; % Range (meters)
n = length(X) % set n = 9
h = X(2)-X(1); % stepsize
d = zeros(n,n) % 9x9 matrix of zeros
d(:,1)= Y %
for j = 2:n
for i=j:n
d(i,j) = d(i,j-1)-d(i-1,j-1)
end
end
C = d(n,n);
for k = n-1:-1:1
p = poly(X(1))/h;
p(2) = p(2)-(k-1);
C = conv(C,p)/k;
m = length(C);
C(m) = C(m)+d(k,k);
end
A = polyval(C,n)
t = linspace(X(1),X(n),100)
y = polyval(C,t)
set(figure(1),'DefaultLineLineWidth',1.5)
plot(t,y,'b')
hold on
plot(X,Y,'ro')
Thank you !
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Asad (Mehrzad) Khoddam
2020년 12월 4일
Because the time step is not constant, you should use divided difference not differences
답변 (1개)
Monisha Nalluru
2020년 12월 7일
Inorder to use divided difference in newton interpolation in the code
Refer the the corresponding x according to formula
As an example
for j = 2:n
for i=j:n
d(i,j) = (d(i,j-1)-d(i-1,j-1))/(X(i)-X(i-j+1));
end
end
Also refer the code from file example which can give you idea on iimplementation:
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