lsqcurvefit is undefined in MathLab version R2007b

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Hello MathLab community,
I have copied follwong code from MathWorks example:
xdata = ...
[0.9 1.5 13.8 19.8 24.1 28.2 35.2 60.3 74.6 81.3];
ydata = ...
[455.2 428.6 124.1 67.3 43.2 28.1 13.1 -0.4 -1.3 -1.5];
fun = @(x,xdata)x(1)*exp(x(2)*xdata);
x0 = [100,-1];
x = lsqcurvefit(fun,x0,xdata,ydata)
Running this code gives following error:
??? Undefined function or method 'lsqcurvefit' for input arguments of type 'function_handle'.
Error in ==> Fitt_2 at 11
x = lsqcurvefit(fun,x0,xdata,ydata)
What is the problem in the code?
Can anybody help to solve?
I'm working with MathLab version R2007b.
Thank you.
  3 个评论
Matt J
Matt J 2022-1-16
Lieu-Kim Dang comment moved here:
Hello Rik,
thank you for your advice. Which toolbox is needed?
Max Heimann
Max Heimann 2022-1-16
编辑:Max Heimann 2022-1-16
It seems to be part of the optimization toolbox.
https://mathworks.com/help/optim/ug/lsqcurvefit.html

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采纳的回答

Mathieu NOE
Mathieu NOE 2022-1-17
hello
FYI, you can do basic curve fitting with fminsearch - without the optimization toolbox
clc
clearvars
x = [0.9 1.5 13.8 19.8 24.1 28.2 35.2 60.3 74.6 81.3];
y = [455.2 428.6 124.1 67.3 43.2 28.1 13.1 -0.4 -1.3 -1.5];
f = @(a,b,x) a.*exp(b.*x);
obj_fun = @(params) norm(f(params(1), params(2),x)-y);
sol = fminsearch(obj_fun, [0,0]);
a = sol(1);
b = sol(2);
xfit = linspace(min(x),max(x),100);
yfit = f(a, b, xfit);
figure;
plot(x, y, '+', 'MarkerSize', 10, 'LineWidth', 2)
hold on
plot(xfit, yfit, '-');
TE = sprintf('C = %0.2fe^{%0.3ft}',a, b);
text(x(3), y(3)*1.5, TE);
  2 个评论
Rik
Rik 2022-1-17
You do need to be aware that fminsearch is more sensitive to local minima than many other fitters in Matlab, or so I've heard.

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更多回答(2 个)

Lieu-Kim Dang
Lieu-Kim Dang 2022-1-17
Hello Mathieu,
many thanks for your valuable solution. I will try it out.

Lieu-Kim Dang
Lieu-Kim Dang 2022-1-17
Hello Max,
thank you for your information. I'm contacting MAthLab to get the license for this toolbox.
  1 个评论
Rik
Rik 2022-1-17
You posted this comment as an answer. Please use the comment section for comments, as the order of answers can change.

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