Ghent University Academic Bibliography

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Bi-objective ranking and selection using stochastic kriging

Sebastian Rojas Gonzalez (UGent) , Juergen Branke and Inneke Van Nieuwenhuyse

(2025) EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 322(2). p.599-614
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Cheap-expensive multi-objective Bayesian optimization for permanent magnet synchronous motor design

Nasrulloh Ratu Bagus Satrio Loka, Mohamed Ibrahim (UGent) , Ivo Couckuyt (UGent) , Inneke Van Nieuwenhuyse and Tom Dhaene (UGent)

(2024) ENGINEERING WITH COMPUTERS. 40(4). p.2143-2159
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Bayesian multi-objective optimization of process design parameters in constrained settings with noise : an engineering design application

Alejandro Morales Hernández, Sebastian Rojas Gonzalez (UGent) , Inneke Van Nieuwenhuyse, Ivo Couckuyt (UGent) , Jeroen Jordens, Maarten Witters and Bart Van Doninck

(2024) ENGINEERING WITH COMPUTERS. 40(4). p.2497-2511
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A survey on multi-objective hyperparameter optimization algorithms for machine learning

Alejandro Morales-Hernández, Inneke Van Nieuwenhuyse and Sebastian Rojas Gonzalez (UGent)

(2023) ARTIFICIAL INTELLIGENCE REVIEW. 56(8). p.8043-8093
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Multi-objective optimization of adhesive bonding process in constrained and noisy settings

Alejandro Morales-Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas Gonzalez (UGent) , Jeroen Jordens, Maarten Witters and Bart Van Doninck

(2023) OPTIMIZATION AND LEARNING, OLA 2023. In Communications in computer and information science 1824. p.213-223
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Bi-objective Bayesian optimization of engineering problems with cheap and expensive cost functions

Nasrulloh Ratu Bagus Satrio Loka, Ivo Couckuyt (UGent) , Federico Garbuglia, Domenico Spina (UGent) , Inneke Van Nieuwenhuyse and Tom Dhaene (UGent)

(2023) ENGINEERING WITH COMPUTERS. 39(3). p.1923-1933
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Optimization of plasma-assisted surface treatment for adhesive bonding via artificial intelligence

Jeroen Jordens, Bart Van Doninck, Nasrulloh Ratu Bagus Satrio Loka, Alejandro Morales Hernández, Ivo Couckuyt (UGent) , Inneke Van Nieuwenhuyse and Maarten Witters

(2023) 2nd International Conference on Industrial Applications of Adhesives 2022 : selected contributions of IAA 2022. In Proceedings in engineering mechanics p.47-64
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A survey on kriging-based infill algorithms for multiobjective simulation optimization

Sebastian Rojas Gonzalez (UGent) and Inneke Van Nieuwenhuyse

(2020) COMPUTERS & OPERATIONS RESEARCH. 116.
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A multiobjective stochastic simulation optimization algorithm

Sebastian Rojas Gonzalez (UGent) , Hamed Jalali and Inneke Van Nieuwenhuyse

(2020) EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 284(1). p.212-226

Academic Bibliography

Bi-objective ranking and selection using stochastic kriging

Cheap-expensive multi-objective Bayesian optimization for permanent magnet synchronous motor design

Bayesian multi-objective optimization of process design parameters in constrained settings with noise : an engineering design application

A survey on multi-objective hyperparameter optimization algorithms for machine learning

Multi-objective optimization of adhesive bonding process in constrained and noisy settings

Bi-objective Bayesian optimization of engineering problems with cheap and expensive cost functions

Optimization of plasma-assisted surface treatment for adhesive bonding via artificial intelligence

A survey on kriging-based infill algorithms for multiobjective simulation optimization

A multiobjective stochastic simulation optimization algorithm

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