Question: MATLAB - In class, we wrote the code for successive Taylor approximations of e x . Now we want to do error analysis. I have
MATLAB - In class, we wrote the code for successive Taylor approximations of e x . Now we want to do error analysis. I have given you that code and an additional code for this problem. In one figure, plot the actual error and also plot the max error bound the remainder term in the Taylor series provides. In a second figure, plot the difference between these two. Briefly explain why there is a difference.
Taylor Series
x = -4:.01:4; y = exp(x);
figure hold on grid on
plot(x,y)
x0 = 1; T1 = exp(x0)+exp(x0)*(x-x0);
T2 = T1 + (exp(x0)/factorial(2))*(x-x0).^2;
plot(x, T1) plot(x, T2)
figure hold on
plot(x, abs(T1 - y)) plot(x, abs(T2 - y))
Other Code
actual_errors = zeros(1,20); %this makes a 20 entry array to put your answers in error_term = zeros(1,20); x = [-4:.01:4]; x0 = 1; func = exp(x); T0 = exp(x0); T_approx = T0; for i = 1:20 T_i = exp(x0).*((x-x0).^i)/factorial(i); T_approx = T_approx + T_i; actual_errors(i) = max(abs(T_approx-func)); % for below, consider tthe above as being in the form coefficient.*((x-x0).^i)/factorial(i) % The Taylor error term is given by maximizing the % coefficient for the (i+1) term %T_coefficient = max(abs(___your term here____)); %put in the term for %the (i+1)th %coefficient %T_iplus = T_coefficient.*(____put the rest here___); %fill in the rest %of the (i+1)th term %T_iplus is the Taylor error Term. error_term(i) = max(abs(T_iplus)); end
figure hold on plot(1:20, actual_errors, '*') % the asterisk makes it print a larger %* to make point plots more visible plot(1:20, error_term, '*')
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