How can we run for loop in order to get several fitting parameters?
2 views (last 30 days)
Show older comments
Hello, I am the fitting experimental data with custom equation and I want to do it for several numbers to check uncertainty. The code is fitting value for one number but not in the loop. Can you help me regarding this? when I introduce (i) with ft in the code shown below, the following error occurs: double objects can't be assigned to using subscripts
if
function [fitresult, gof] = createFit(temp, yieldstress)
temp=[1 2 3 4 5];
yieldstress=[10 20 30 40 50];
nsample=100;
for i=1:nsample
DD=1e12+2e12*rand(1);
self_coff=0.08+0.04*rand(1);
line_energy=0.5+0.5*rand(1);
C_F=0.32+0.06*rand(1);
threshold_stress=(25.9e9*2.86e-10.*sqrt(DD).*((0.5.*line_energy)+sqrt(self_coff)))./(1e6);
ave_strainrate=2.86e-10*1e12.*sqrt(DD);
[xData, yData] = prepareCurveData( temp, yieldstress );
% Set up fittype and options.
ft(i) = fittype( strcat('(',num2str(threshold_stress),'+((0.89.*s).*((1-(((-8.617e-5.*x)./F).*',num2str(log(6.667e-4./ave_strainrate)),').^(1/q))^(1/p))))./',num2str(C_F)), 'independent', 'x', 'dependent', 'y');
opts = fitoptions( 'Method', 'NonlinearLeastSquares' );
opts.Display = 'Off';
opts.Lower = [1.1 0.667 1.5 3];
opts.StartPoint = [1.8 0.667 1.5 4];
opts.TolX = 1;
opts.Upper = [3 1 1.5 20];
end
% Fit model to data.
[fitresult, gof] = fit( xData, yData, ft, opts );
end
0 Comments
Answers (0)
See Also
Categories
Find more on Linear and Nonlinear Regression in Help Center and File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!