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Comparison with Bayesian Optimization

Note

在开始对比测试前,需安装Bayesian Optimization

  • 测试函数:Branin (2d)
  • Budget: 200
  • Repeat num: 10
Method Minimum Best minimum Mean f_calls to min Std f_calls to min Fastest f_calls to min
bayes_opt(bo) 0.398+/-0.000 0.398 97.0 50.367 39
XBBO(bo-gp) 0.398+/-0.000 0.398 42.0 5.0398 30