UQLab Examples ➜ RBDO ➜ Surrogate-assisted RBDO
Two-dimensional hat function ➜
See how different simulation-based methods perform on a highly non-linear limit state function.
SVR – Multiple outputs ➜
Apply SVR to a computational model with multiple outputs.
PCE – Multiple outputs ➜
Apply sparse PCE to surrogate a model with multiple outputs.
Kriging – Estimation methods /
Optimization strategies ➜
Learn how to use maximum likelihood or leave-one-out cross-validation as well as various optimization strategies.