Bayesian Optimization.pdf

时间:2023-03-06 10:36:18
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文件名称:Bayesian Optimization.pdf

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贝叶斯优化

Bayesian Optimization:If an exact functional form for f is not available (that is, f behaves as a “black box”), what can we do? Bayesian optimization proceeds by maintaining a probabilistic belief about f and designing a so called acquisition function to determine where to evaluate the function next. Bayesian optimization is particularly well-suited to global optimization problems where f is an expensive black-box function。


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