Evolve Cost-aware Acquisition Functions Using Large Language Models

Yiming Yao, Fei Liu, Ji Cheng +1

Many real-world optimization scenarios involve expensive evaluation with unknown and heterogeneous costs. Cost-aware Bayesian optimization stands out as a prominent solution in add…