ROJAS GONZALEZ, Sebastian

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ROJAS GONZALEZ, Sebastian
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sebastian.rojasgonzalez@uhasselt.be
 
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Publications

Results 1-11 of 11 (Search time: 0.002 seconds).

Issue DateTitleContributor(s)TypeCat.
12024Bayesian multi-objective optimization of process design parameters in constrained settings with noise: an engineering design applicationMORALES HERNANDEZ, Alejandro; ROJAS GONZALEZ, Sebastian; VAN NIEUWENHUYSE, Inneke; Couckuyt, Ivo; Jordens, Jeroen; Witters, Maarten; Van Doninck, BartJournal ContributionA1
22023Multi-objective optimization of adhesive bonding process in constrained and noisy settingsMORALES HERNANDEZ, Alejandro; VAN NIEUWENHUYSE, Inneke; ROJAS GONZALEZ, Sebastian; JORDENS, Jeroen; Witters, Maarten; Van Doninck, BartProceedings PaperC1
32023Common pitfalls in practical multi-objective optimizationMORALES HERNANDEZ, Alejandro; ROJAS GONZALEZ, Sebastian; VAN NIEUWENHUYSE, InnekeConference MaterialC2
42023A survey on multi-objective hyperparameter optimization algorithms for machine learningMORALES HERNANDEZ, Alejandro; VAN NIEUWENHUYSE, Inneke; ROJAS GONZALEZ, SebastianJournal ContributionA1
52022TREE-STRUCTURED PARZEN ESTIMATORS WITH UNCERTAINTY FOR HYPERPARAMETER OPTIMIZATION OF MACHINE LEARNING ALGORITHMSMORALES HERNANDEZ, Alejandro; VAN NIEUWENHUYSE, Inneke; ROJAS GONZALEZ, SebastianProceedings PaperC2
62022Finding Knees in Bayesian Multi-objective OptimizationHeidari, Arash; Qing, Jixiang; ROJAS GONZALEZ, Sebastian; Branke, Jurgen; Dhaene, Tom; Couckuyt, Ivo; Günter, Rudolph; Kononova, Anna V.; Aguirre, Hernán; Kerschke, Pascal; Ochoa, Gabriela; Tušar, TeaProceedings PaperC1
72021Constrained multi-objective optimization of process design parameters in settings with scarce data: an application to adhesive bondingMORALES HERNANDEZ, Alejandro; ROJAS GONZALEZ, Sebastian; VAN NIEUWENHUYSE, Inneke; JORDENS, Jeroen; Witters, Maarten; Van Doninck, BartPreprintO
82021Multi-objective simulation optimization of the adhesive bonding process of materialsMORALES HERNANDEZ, Alejandro; VAN NIEUWENHUYSE, Inneke; ROJAS GONZALEZ, Sebastian; JORDENS, Jeroen; Witters, Maarten; Van Doninck, BartConference MaterialC2
92021A survey on multi-objective hyperparameter optimization algorithms for Machine LearningMORALES HERNANDEZ, Alejandro; VAN NIEUWENHUYSE, Inneke; ROJAS GONZALEZ, SebastianPreprintO
102020Multiobjective Simulation OptimizationROJAS GONZALEZ, SebastianTheses and DissertationsT1
112020A multiobjective stochastic simulation optimization algorithmROJAS GONZALEZ, Sebastian; Jalali, Hamed; VAN NIEUWENHUYSE, InnekeJournal ContributionA1