gemseo.post.robustness module#
Boxplots to quantify the robustness of the optimum.
- class Robustness(opt_problem)[source]#
Bases:
BasePost[Robustness_Settings]Uncertainty quantification at the optimum.
Compute the quadratic approximations of all the output functions, propagate analytically a normal distribution centered on the optimal design variables with a standard deviation which is a percentage of the mean passed in option (default: 1%) and plot the corresponding output boxplot.
Initialize self. See help(type(self)) for accurate signature.
- Parameters:
opt_problem (OptimizationProblem) -- The optimization problem to be post-processed.
- Settings#
alias of
Robustness_Settings