Cubic Spline Function help

조회 수: 10 (최근 30일)
Dan Smith
Dan Smith 2018년 8월 2일
답변: Image Analyst 2018년 8월 3일
I need to develop a function file [y]=Spline_Clamped(x,f,xi) that can be used to find the function value y for a given xi. I need to apply the function to a data table to generate a plot.
Data Table: Xi=[3.0,4.5,7,9] fi=[2.5,1.0,2.5,0.5] This is what I have so far:
function[y]=Spline_Clamped(x,f,xi)
x=A(:,1);
f=A(:,2);
n=length(x);
b=zeros(n,1); c=zeros(n,1); d=zeros(n,1);
h=zeros(n,1);
a=f;
for i=1:n-1
h(i)=x(i+1)-x(i);
end
BB=zeros(n,n);
rr=zeros(n,1);
BB(1,1)=h(2);
BB(1,2)=-(h(1)+h(2));
BB(1,3)=h(1);
for i=2:n-1
BB(i,i-1)=h(i-1);
BB(i,i)=2*(h(i-1)+h(i));
BB(i,i+1)=h(i);
rr(i)=3*(f(i+1)-f(i))/h(i)-3*(f(i)-f(i-1))/h(i-1);
end
BB(n,n-2)=h(n-1);
BB(n,n-1)=-(h(n-2)+h(n-1));
BB(n,n)=h(n-2);
c=BB\rr;
for i=1:n-1
d(i)=(c(i+1)-c(i))/3/h(i);
b(i)=(f(i+1)-f(i))/h(i)-h(i)/3*(2*c(i)+c(i+1));
end
i_knot=[1:n]'
z=[i_knot a b c d]'
fprintf(' interval a_i b_i c_i d_i\n', z);
fprintf('%7d %12.4 %12.4 %12.4 %12.4 \n', z);

답변 (1개)

Image Analyst
Image Analyst 2018년 8월 3일
See my cubic spline demo, attached.

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