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Onderzoeker
Sebastian Rojas Gonzalez
Profiel
Projecten
Publicaties & datasets
Activiteiten
Prijzen & Erkenningen
Octrooien
21
Resultaten
2025
Bi-objective ranking and selection using stochastic kriging
Sebastian Rojas Gonzalez
Juergen Branke
Inneke Van Nieuwenhuyse
A1
Artikel in een tijdschrift
in
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
2025
Data-efficient interactive multi-objective optimization using ParEGO
Arash Heidari
Sebastian Rojas Gonzalez
Tom Dhaene
Ivo Couckuyt
P1
Conferentie
2025
Knee detection in bayesian multi-objective optimization using thompson sampling
Arash Heidari
Jixiang Qing
Sebastian Rojas Gonzalez
Juergen Branke
Tom Dhaene
Ivo Couckuyt
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
2025
Knee detection in Bayesian multiobjective optimization using Thompson sampling
Arash Heidari
Jixiang Qing
Sebastian Rojas Gonzalez
Juergen Branke
Tom Dhaene
Ivo Couckuyt
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
2025
Knowledge gradient for multi-objective Bayesian optimization with decoupled evaluations
Jack M. Buckingham
Sebastian Rojas Gonzalez
Juergen Branke
P1
Conferentie
2025
Targeting evaluation, computation and interaction costs in expensive black-box multi-objective optimization
Arash Heidari
Sebastian Rojas Gonzalez
Ivo Couckuyt
C1
Conferentie
2025
Targeting evaluation, computation and interaction costs in expensive black-box multi-objective optimization
Arash Heidari
Ivo Couckuyt
Sebastian Rojas Gonzalez
Proefschrift
2025
Towards trustworthy surrogate models for augmenting certification : fuel tank flammability reduction system
Arash Heidari
Lorin Werthen-Brabants
Sebastian Rojas Gonzalez
Ivo Couckuyt
Onur Can Gülenç
Pieter Van Gils
Ivana Jojic
Redactioneel materiaal
2025
Trade-offs in Bayesian active learning for feasible region identification
Ioana Nikova
Sebastian Rojas Gonzalez
Tom Dhaene
Ivo Couckuyt
A1
Artikel in een tijdschrift
in
JOURNAL OF INTELLIGENT MANUFACTURING
2025
2024
Bayesian multi-objective optimization of process design parameters in constrained settings with noise : an engineering design application
Alejandro Morales Hernández
Sebastian Rojas Gonzalez
Inneke Van Nieuwenhuyse
Ivo Couckuyt
Jeroen Jordens
Maarten Witters
Bart Van Doninck
A1
Artikel in een tijdschrift
in
ENGINEERING WITH COMPUTERS
2024
Lower confidence bound for preference selection in interactive multi-objective optimization
Arash Heidari
Sebastian Rojas Gonzalez
Tom Dhaene
Ivo Couckuyt
P1
Conferentie
2024
Towards trustworthy neural networks for certification by analysis : fuel tank flammability reduction system
P. Van Gils
C. Onur
I. Jojic
Arash Heidari
Sebastian Rojas Gonzalez
Lorin Werthen-Brabants
Ivo Couckuyt
C3
Conferentie
2024
2023
A survey on multi-objective hyperparameter optimization algorithms for machine learning
Alejandro Morales-Hernández
Inneke Van Nieuwenhuyse
Sebastian Rojas Gonzalez
A1
Artikel in een tijdschrift
in
ARTIFICIAL INTELLIGENCE REVIEW
2023
Many-objective quality measures
Bekir Afsar
Jonathan E. Fieldsend
Andreia P. Guerreiro
Kaisa Miettinen
Sebastian Rojas Gonzalez
Hiroyuki Sato
Hoofdstuk in een boek
in
Many-criteria optimization and decision analysis : state-of-the-art, present challenges, and future perspectives
2023
Multi-objective optimization of adhesive bonding process in constrained and noisy settings
Alejandro Morales-Hernández
Inneke Van Nieuwenhuyse
Sebastian Rojas Gonzalez
Jeroen Jordens
Maarten Witters
Bart Van Doninck
P1
Conferentie
2023
2022
Bayesian optimization : tutorial
Ivo Couckuyt
Sebastian Rojas Gonzalez
Juergen Branke
C3
Conferentie
2022
Finding knees in Bayesian multi-objective optimization
Arash Heidari
Jixiang Qing
Sebastian Rojas Gonzalez
Jürgen Branke
Tom Dhaene
Ivo Couckuyt
P1
Conferentie
2022
2020
A multiobjective stochastic simulation optimization algorithm
Sebastian Rojas Gonzalez
Hamed Jalali
Inneke Van Nieuwenhuyse
A1
Artikel in een tijdschrift
in
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
2020
A survey on kriging-based infill algorithms for multiobjective simulation optimization
Sebastian Rojas Gonzalez
Inneke Van Nieuwenhuyse
A1
Artikel in een tijdschrift
in
COMPUTERS & OPERATIONS RESEARCH
2020
2019
Multiobjective ranking and selection with correlation and heteroscedastic noise
Sebastian Rojas Gonzalez
Juergen Branke
Inneke Van Nieuwehuyse
P1
Conferentie
2019
2018
A stochastic-kriging-based multiobjective simulation optimization algorithm
Sebastian Rojas Gonzalez
Hamed Jalali
Inneke Van Nieuwenhuyse
P1
Conferentie
2018