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Statistical analysis

feature regression statistical analys rho correlation doe data analysis postprocessing

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#1 Mr. Carlo Pasquinucci

Mr. Carlo Pasquinucci

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Posted 07 December 2015 - 02:22 PM



I created these features with witch you can entry in the results of your run and make some statistical analysis, like the linear regression between two parameters and the correlation matrix between the design variables and the objective functions.


There's also a feature that calculates automatic which parameter has more influence and which has lee influence on the objective function.


This can help you to understand which parameters you can remove from your optimization.




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#2 Jörg



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Posted 28 February 2018 - 10:54 AM

Hi Carlo,


As you know, many of these things are included in CAESES and can be readily used or displayed. However, it greatly shows how to define custom statistics using feature definitions. Very cool stuff, Carlo!

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