B2Opt: Learning to Optimize Black-box Optimization with Little Budget

Xiaobin Li, Kai Wu, Xiaoyu Zhang +2

The core challenge of high-dimensional and expensive black-box optimization (BBO) is how to obtain better performance faster with little function evaluation cost. The essence of th…