Efficient global optimization for high-dimensional constrained problems by using the Kriging models combined with the partial least squares method. Bouhlel, M. A., Bartoli, N., Regis, R. G., Otsmane, A., & Morlier, J. Engineering Optimization, 50(12):2038–2053, Taylor & Francis, 2018.
doi  bibtex   
@Article{Bouhlel2018c,
    author      = {Mohamed Amine Bouhlel and Nathalie Bartoli and Rommel G. Regis and Abdelkader Otsmane and Joseph Morlier},
    title       = {Efficient global optimization for high-dimensional constrained problems by using the Kriging models combined with the partial least squares method},
    doi         = {10.1080/0305215X.2017.1419344},
    journal     = {Engineering Optimization},
    number      = {12},
    pages       = {2038--2053},
    publisher   = {Taylor \& Francis},
    volume      = {50},
    year        = {2018}
}

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