On the choice of the low-dimensional domain for global optimization via random embeddings

Mickaël Binois, David Ginsbourger, Olivier Roustant

The challenge of taking many variables into account in optimization problems may be overcome under the hypothesis of low effective dimensionality. Then, the search of solutions can…