Multi-objective robust optimization using adaptive surrogate models for problems with mixed continuous-categorical parameters

Maliki Moustapha (1) , Alina Galimshina (2) , Guillaume Habert (2) , Bruno Sudret (3, 1)

1 Chair of Risk, Safety and Uncertainty Quantification [ETH Zurich]
2 Chair of Sustainable Construction
3 GdR MASCOT-NUM - Méthodes d'Analyse Stochastique des Codes et Traitements Numériques

Domaines: Méthodologie [stat.ME]; Calcul [stat.CO]; Machine Learning [stat.ML]

Maliki Moustapha, Alina Galimshina, Guillaume Habert, Bruno Sudret. Multi-objective robust optimization using adaptive surrogate models for problems with mixed continuous-categorical parameters. 2022. ⟨hal-03610346⟩