A kriging based method for the solution of mixed-integer nonlinear programs containing black-box functions. Davis, E. & Ierapetritou, M. Journal of Global Optimization, 43(2-3):191–205, 2009.
doi  bibtex   
@Article{Davis:2009,
  author       = {Davis, Eddie and Ierapetritou, Marianthi},
  title        = {A kriging based method for the solution of mixed-integer nonlinear programs containing black-box functions},
  volume       = {43},
  number       = {2-3},
  pages        = {191--205},
  year         = {2009},
  doi          = {10.1007/s10898-007-9217-2},
  journal = {Journal of Global Optimization},
}

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