Comparison with open-box

Note

在开始对比测试前,需安装open-box

Synthetic Function Optimization

  • 测试函数:Branin (2d)

  • 测试优化器:Bayesian Optimization

  • 初始设计:Sobol design

  • Budget: 200

  • Repeat num: 10

Method Minimum Best minimum Mean f_calls to min Std f_calls to min Fastest f_calls to min
openbox(auto) 0.398+/-0.000 0.398 144.0 35.426 90
XBBO(bo-gp) 0.398+/-0.000 0.398 42.0 5.0398 30