curve fitting using custom equation error

14 vues (au cours des 30 derniers jours)
jinshah kalluvila
jinshah kalluvila le 1 Avr 2019
When i am using a custome equation with prediefined variables included, i am getting an error
Error using fittype/testCustomModelEvaluation (line 16)
Custom equations must produce an output vector, matrix, or array that is the same
size and shape as the input data. This custom equation fails to meet that
requirement:
a/(exp((x-M)/(b*St))+1)
Error in fittype>iCreateFittype (line 371)
testCustomModelEvaluation( obj );
Error in fittype (line 328)
obj = iCreateFittype( obj, varargin{:} );
Error in createFit (line 22)
ft = fittype(@(a,b,x) a/(exp((x- M)/(b*St))+1), 'independent', 'x', 'dependent',
'y','coefficients', {'a','b'} );
Here is my code for lotting the curve...
function [fitresult, gof] = createFit(XbyL, S)
[xData, yData] = prepareCurveData( XbyL, S );
M = mean(S)
St = std(S)
% Set up fittype and options.
ft = fittype(@(a,b,x) a/(exp((x- M)/(b*St))+1), 'independent', 'x', 'dependent', 'y','coefficients', {'a','b'} );
opts = fitoptions( 'Method', 'NonlinearLeastSquares' );
opts.Display = 'Off';
opts.StartPoint = [0.649115474956452 0.73172238565867];
% Fit model to data.
[fitresult, gof] = fit( xData, yData, ft, opts );
% Plot fit with data.
%figure( 'Name', 'untitled fit 1' );
%h = plot( fitresult, xData, yData );
%legend( h, 'S500 vs. X500', 'untitled fit 1', 'Location', 'NorthEast' );
% Label axes
%xlabel XbyL
%ylabel S
%grid on

Réponses (1)

Matt J
Matt J le 1 Avr 2019
ft = fittype(@(a,b,x) a./(exp((x- M)./(b.*St))+1), 'independent', 'x', 'dependent',
'y','coefficients', {'a','b'} );

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