These two references are both really good, and freely available: Bayesian Optimization - https://bayesoptbook.com/ https://bayesoptbook.com/ Surrogates - http

These two references are both really good, and freely available: Bayesian Optimization - https://bayesoptbook.com/ https://bayesoptbook.com/ Surrogates - https://bobby.gramacy.com/surrogates/ https://bobby.gramacy.com/surrogates/