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 |