robustness module¶
Box plots to quantify optimum robustness¶
-
class
gemseo.post.robustness.
Robustness
(opt_problem)[source]¶ Bases:
gemseo.post.opt_post_processor.OptPostProcessor
The Robustness post processing performs a quadratic approximation from an optimization history, and plot the results as cuts of the approximation computes the quadratic approximations of all the output functions, propagate analytically a normal distribution centered on the optimal design variable with a standard deviation which is a percentage of the mean passed in option (default: 1%) and plot the corresponding output boxplot.
It is possible either to save the plot, to show the plot or both.
Constructor
- Parameters
opt_problem – the optimization problem to run
-
SR1_APPROX
= 'SR1'¶