Comparison of Low-budget Black-box Optimization Algorithms on BBOB
Elena Raponi, Carraz Nathanael Rakotonirina, Rapin Jérémy, Doerr Carola, Olivier Teytaud · Zenodo (CERN European Organization for Nuclear Research) · 2023
Data to replicate the results presented in the paper "Low-budget Black-box Optimization Algorithms in BBOB and OpenAI Gym", submitted to IEEE Transactions on Evolutionary Computation. Here, we offer the data comparing Black-Box Optimization tools for machine learning with more classical heuristics on the well-known BBOB benchmark suite from the COCO environment (24 noiseless functions with different landscape characteristics: uni/multi-modality, separability, good/weak global structure, etc.)