Unsupervised Multi-kernel Learning for Automated Algorithm Selection

Yihang Lu, Tome Eftimov, Carola Doerr

Automated algorithm selection in black-box optimization typically relies on supervised models that map landscape features to algorithm performance labels. Such models are costly to…