OPBO: Order-Preserving Bayesian Optimization

Wei Peng, Jianchen Hu, Kang Liu +1

Bayesian optimization is an effective method for solving expensive black-box optimization problems. Most existing methods use Gaussian processes (GP) as the surrogate model for app…