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Fitting complex analytic laws to data by means of Genetic Algorithms

by Lorenzo Luini

 

30 Mar 2008 (Updated 03 Oct 2011)

The script allows to easily fit predefined complex analytical laws using Genetic Algorithms

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Description

The script allows to easily fit predefined complex analytical laws exploiting the potentiality of Genetic Algorithms.
The script receives as input the handle to the analytic laws to be fitted to data. Such law may depend on multiple variables and several parameters. This optimization approach may turn out to be particularly powerful when the number of variables and the number of parameters increases a lot.

Required Products Global Optimization Toolbox
MATLAB release MATLAB 7.4 (R2007a)
Other requirements Working on R2007a and following releases.
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Comments and Ratings (1)
20 Oct 2008 Tan Pham

Very good.
It works well, the procedure.

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Updates
03 Oct 2011

Little bug correction

Tag Activity for this File
Tag Applied By Date/Time
optimization Lorenzo Luini 22 Oct 2008 09:55:41
fit Lorenzo Luini 22 Oct 2008 09:55:41
analytical laws Lorenzo Luini 22 Oct 2008 09:55:41
genetic algorithms Lorenzo Luini 22 Oct 2008 09:55:41
analytical laws Andreas Andreas 23 Jul 2009 03:56:53
fit Andreas Andreas 23 Jul 2009 04:00:26
genetic algorithms Andreas Andreas 23 Jul 2009 04:00:28
optimization Andreas Andreas 23 Jul 2009 04:00:30

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