Methods for constrained optimization of expensive mixed-integer multi-objective problems, with application to an internal combustion engine design problem. Duro, J. A., Ozturk, U. E., Oara, D. C., Salomon, S., Lygoe, R. J., Burke, R., & Purshouse, R. C. European Journal of Operational Research, 307(1):421–446, 2023.
Methods for constrained optimization of expensive mixed-integer multi-objective problems, with application to an internal combustion engine design problem [link]Paper  doi  bibtex   
@Article{bib:Bayesian_Constraints_EJOR_Duro2023,
  author   = {Jo{\~a}o A. Duro and Umud Esat Ozturk and Daniel C. Oara and Shaul Salomon and Robert J. Lygoe and Richard Burke and Robin C. Purshouse},
  title    = {Methods for constrained optimization of expensive mixed-integer multi-objective problems, with application to an internal combustion engine design problem},
  journal  = {European Journal of Operational Research},
  year     = {2023},
  volume   = {307},
  number   = {1},
  pages    = {421--446},
  issn     = {0377-2217},
  doi      = {10.1016/j.ejor.2022.08.032},
  keywords = {Multiple objective programming, Bayesian optimization, Mixed continuous and discrete variables, Constraint handling, Gasoline engine},
  url      = {https://www.sciencedirect.com/science/article/pii/S0377221722006774},
}

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