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math.OC2023
Sensitivity analysis for sets : application to pollutant concentration maps
Noé Fellmann, Mathis Pasquier, Christophette Blanchet-Scalliet +3
In the context of air quality control, our objective is to quantify the impact of uncertain inputs such as meteorological conditions and traffic parameters on pollutant dispersion…
math.OC2022★ 2 cited
Coupling and selecting constraints in Bayesian optimization under uncertainties
Julien Pelamatti, Rodolphe Le Riche, Céline Helbert +1
We consider chance constrained optimization where it is sought to optimize a function while complying with constraints, both of which are affected by uncertainties. The high comput…