How to Fit Nonlinear Equations in MATLAB?

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  • Thread starter Thread starter Haorong Wu
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SUMMARY

This discussion focuses on fitting nonlinear equations in MATLAB using data vectors ##\vec \lambda, \vec n, \vec \kappa##. The user seeks to fit two equations, $$n=n(\lambda ; \alpha, \beta, \gamma)$$ and $$\kappa=\kappa(\lambda ; \alpha, \beta, \gamma)$$, where ##\alpha, \beta, \gamma## are the parameters. The user initially attempted to use the cftool, which is limited to fitting a single equation. A recommendation was made to search for "MATLAB fitting system of equations" for more effective methods.

PREREQUISITES
  • Familiarity with MATLAB programming environment
  • Understanding of nonlinear equation fitting
  • Knowledge of parameter estimation techniques
  • Experience with MATLAB's Curve Fitting Toolbox (cftool)
NEXT STEPS
  • Explore MATLAB's "lsqcurvefit" function for fitting systems of equations
  • Research "MATLAB fitting system of equations" for additional resources
  • Investigate the "Optimization Toolbox" for advanced fitting techniques
  • Review the MathWorks documentation on parameter fitting for multiple equations
USEFUL FOR

Researchers, data analysts, and engineers who need to fit multiple nonlinear equations in MATLAB for data analysis and modeling purposes.

Haorong Wu
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TL;DR
Fitting nonlinear equations with same parameters
Hello. I am trying to fit some nonlinear equations.

I have some data ##\vec \lambda, \vec n, \vec \kappa ##. Now I would like to use them to fit two equations $$n=n(\lambda ; \alpha, \beta, \gamma)$$ $$\kappa=\kappa(\lambda ; \alpha, \beta, \gamma)$$ where ##\alpha, \beta, \gamma## are the parameters to be fitted.

Which toolbox or command should I refer to?

I have tried cftool. But it can only fit one equation. I googled "Fitting nonlinear equations matlab". It seems most of the results are fitting one equation.

Looking for some advice, while I am keeping searching for other keywords.

Thanks!
 
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