@article{atutorialonbayesianoptimization,
  title = {A Tutorial on Bayesian Optimization},
  author = {Peter I. Frazier},
  year = {2018},
  eprint = {1807.02811},
  archivePrefix = {arXiv},
  url = {http://arxiv.org/abs/1807.02811v1},
}