Benchmarking Tabular Foundation Models as Surrogates in Expensive Evolutionary Optimization

Lu Han, Jin Wang, Yuchen Li +5

Surrogate-assisted evolutionary algorithms (SAEAs) are effective methods for solving expensive optimization problems (EOPs), where surrogate models replace most expensive evaluatio…