1. A Tutorial on Bayesian Optimization . P. Frazier , arXiv:1807.02811 , 2018 A Tutorial on Bayesian Optimization. P. Frazier, arXiv:1807.02811, 2018
2. Bayesian Optimization . R. Garnett , Cambridge University Press , 2023 Bayesian Optimization. R. Garnett, Cambridge University Press, 2023
3. Gaussian Processes for Machine Learning. C. E. Rasmussen and C.K.I. Williams 2005 Gaussian Processes for Machine Learning. C. E. Rasmussen and C.K.I. Williams 2005
4. Surrogates : Gaussian process modeling, design and optimization for the applied sciences. R . Gramacy , 2020 Surrogates: Gaussian process modeling, design and optimization for the applied sciences. R. Gramacy, 2020