Sebastian Rojas-Gonzalez

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 17

Top Topics

Multi Objective Optimization

Multi Objective Genetic Algorithm

Design Parameters

Multiple Objectives

Top Venues

GECCO Companion

Publications

Arash Heidari, Sebastian Rojas-Gonzalez, Tom Dhaene, Ivo Couckuyt
Data-Efficient Interactive Multi-Objective Optimization Using ParEGO. CoRR (2024)
Juergen Branke, Sebastian Rojas-Gonzalez, Ivo Couckuyt
Bayesian Optimization. GECCO Companion (2024)
Arash Heidari, Sebastian Rojas-Gonzalez, Tom Dhaene, Ivo Couckuyt
Lower Confidence Bound for Preference Selection in Interactive Multi-Objective Optimization. GECCO Companion (2024)
Ivo Couckuyt, Sebastian Rojas-Gonzalez, Jürgen Branke, Bernd Bischl
Bayesian Optimization. GECCO Companion (2023)
Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas-Gonzalez
A survey on multi-objective hyperparameter optimization algorithms for machine learning. Artif. Intell. Rev. 56 (8) (2023)
Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas-Gonzalez, Jeroen Jordens, Maarten Witters, Bart Van Doninck
Multi-objective Optimization of Adhesive Bonding Process in Constrained and Noisy Settings. OLA (2023)
Jack M. Buckingham, Sebastian Rojas-Gonzalez, Jürgen Branke
Bayesian Optimization of Multiple Objectives with Different Latencies. CoRR (2023)
Arash Heidari, Jixiang Qing, Sebastian Rojas-Gonzalez, Jürgen Branke, Tom Dhaene, Ivo Couckuyt
Finding Knees in Bayesian Multi-objective Optimization. PPSN (1) (2022)
Sebastian Rojas-Gonzalez, Jürgen Branke, Inneke Van Nieuwenhuyse
Multiobjective Ranking and Selection Using Stochastic Kriging. CoRR (2022)
Ivo Couckuyt, Sebastian Rojas-Gonzalez, Jürgen Branke
Bayesian optimization: tutorial. GECCO Companion (2022)
Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas-Gonzalez, Jeroen Jordens, Maarten Witters, Bart Van Doninck
Multi-objective simulation optimization of the adhesive bonding process of materials. CoRR (2021)
Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas-Gonzalez
A survey on multi-objective hyperparameter optimization algorithms for Machine Learning. CoRR (2021)
Alejandro Morales Hernández, Sebastian Rojas-Gonzalez, Inneke Van Nieuwenhuyse, Jeroen Jordens, Maarten Witters, Bart Van Doninck
Constrained multi-objective optimization of process design parameters in settings with scarce data: an application to adhesive bonding. CoRR (2021)
Sebastian Rojas-Gonzalez, Hamed Jalali, Inneke Van Nieuwenhuyse
A multiobjective stochastic simulation optimization algorithm. Eur. J. Oper. Res. 284 (1) (2020)
Sebastian Rojas-Gonzalez, Inneke Van Nieuwenhuyse
A survey on kriging-based infill algorithms for multiobjective simulation optimization. Comput. Oper. Res. 116 (2020)
Sebastian Rojas-Gonzalez, Jürgen Branke, Inneke Van Nieuwenhuyse
Multiobjective Ranking and Selection with Correlation and Heteroscedastic Noise. WSC (2019)
Sebastian Rojas-Gonzalez, Hamed Jalali, Inneke Van Nieuwenhuyse
A stochastic-Kriging-based multiobjective simulation Optimization Algorithm. WSC (2018)