curve fitting using custom equation error

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

답변 (1개)

Matt J
Matt J 2019년 4월 1일

0 개 추천

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

카테고리

도움말 센터File Exchange에서 Linear and Nonlinear Regression에 대해 자세히 알아보기

제품

릴리스

R2018a

질문:

2019년 4월 1일

답변:

2019년 4월 1일

Community Treasure Hunt

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

Start Hunting!

Translated by