Does Dimensionality Reduction via Random Projections Preserve Landscape Features?

Iván Olarte Rodríguez, Anja Jankovic, Thomas Bäck +1

Exploratory Landscape Analysis (ELA) provides numerical features for characterizing black-box optimization problems. In high-dimensional settings, however, ELA suffers from sparsit…