Taylor series: Error estimation

4 visualizaciones (últimos 30 días)
Rahul Janardhanan
Rahul Janardhanan el 29 de Ag. de 2020
Comentada: David Hill el 30 de Ag. de 2020
Trying to estimate the error for taylor series expansion for 1/1-x. I'm trying to see the convergence for various values of N (no. of iterations) within a certain domain (x). I want to know how to calculate the error and plot it vs changing N.
This is what I have so far:
x= -0.9:0.05:0.9;
y= 1./(1-x);
N = 1; %N: no. of terms
y1 = 0*y;
for i = 0:N
y1= y1+(x.^i);
e1= abs(y-y1);
end
N2 = 2;
y2=0*y;
for i = 0:N2
y2 = y2+(x.^i);
e2= abs(y-y2);
end
N3 = 10;
y3=0*y;
for i= 0:N3
y3= y3+(x.^i);
e3= abs(y-y3);
end
N4 = 100;
y4=0*y;
e4 = 0*0;
for i = 0:N4
y4 = y4+(x.^i);
e4 = abs(y-y4);
end
hold on
plot(x,y,'*r')
plot(x,y1,'-b');
plot(x,y2,'^g');
plot(x,y3,'>k');
plot(x,y4,'--m');
hold off
figure
hold on
grid on
plot(1:N+1,e1,'ok'); %Matlab shows an error while doing this
plot(1:N2+1,e2,'-b');
plot(1:N3+1,e3,'^g');
plot(1:N4+1,e4,'pc');
hold off

Respuestas (1)

David Hill
David Hill el 30 de Ag. de 2020
x= (-0.9:0.05:0.9)';
y= 1./(1-x);
m=cumsum(repmat(x,1,101).^(0:100),2);
err=abs(y-m);
surf(repmat(x,1,101),repmat([0:100],37,1),err);
figure;
hold on;
grid on;
plot(x,y,'*r');
plot(x,m(:,2),'-b');
plot(x,m(:,3),'^g');
plot(x,m(:,11),'>k');
plot(x,m(:,101),'--m');
  2 comentarios
Rahul Janardhanan
Rahul Janardhanan el 30 de Ag. de 2020
Can you please elaborate about what the surf plot displays? Thanks!
David Hill
David Hill el 30 de Ag. de 2020
The surface plot is displaying all the x-values, N from 0-100, and corresponding errors on the z-axis.

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