How to use fminsearch to find the unknown variables of equation

3 次查看(过去 30 天)
I'm not pretty sure how to use fminsearch with matrix variables. For example if I have
x = [0,1,2,3,4]
y = [5,10,25,40,90]
and question ask, use fminsearch to estimate C1 and C2 of equation y=C1*exp(C2*x). Is possible to find the unknown variables by using fminsearch?
Thank you a lot

采纳的回答

Walter Roberson
Walter Roberson 2017-7-22
It is easiest to do this by starting with the symbolic toolbox.
C = sym('C', [1 2]);
Then
residue = sum( (C(1)*exp(C(2)*x) - y).^2 );
fun = matlabFunction(residue, 'vars', {C});
Now you can fminsearch using fun as the objective function.
The more direct method without searching is
temp = [ones(length(x),1), x.'] \ log(y.');
C1 = exp(temp(1));
C2 = temp(2);
  1 个评论
Matt J
Matt J 2017-7-22
The more direct method without searching is...
This is a good way to initialize fminsearch, but if y has appreciable additive noise, you probably still want to use it to solve the untransformed problem.

请先登录,再进行评论。

更多回答(0 个)

类别

Help CenterFile Exchange 中查找有关 MATLAB 的更多信息

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by