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Sebastian Rojas-Gonzalez
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2020 – today
- 2024
- [j4]Alejandro Morales Hernández
, Sebastian Rojas-Gonzalez, Inneke Van Nieuwenhuyse
Bayesian multi-objective optimization of process design parameters in constrained settings with noise: an engineering design application. Eng. Comput. 40(4): 2497-2511 (2024) - [c8]Arash Heidari
Lower Confidence Bound for Preference Selection in Interactive Multi-Objective Optimization. GECCO Companion 2024: 339-342 - [c7]Juergen Branke
Bayesian Optimization. GECCO Companion 2024: 772-790 - [i6]Arash Heidari, Sebastian Rojas-Gonzalez, Tom Dhaene, Ivo Couckuyt:
Data-Efficient Interactive Multi-Objective Optimization Using ParEGO. CoRR abs/2401.06649 (2024) - 2023
- [j3]Alejandro Morales Hernández
A survey on multi-objective hyperparameter optimization algorithms for machine learning. Artif. Intell. Rev. 56(8): 8043-8093 (2023) - [c6]Ivo Couckuyt
Bayesian Optimization. GECCO Companion 2023: 895-912 - [c5]Alejandro Morales Hernández
Multi-objective Optimization of Adhesive Bonding Process in Constrained and Noisy Settings. OLA 2023: 213-223 - [p1]Bekir Afsar
Many-Objective Quality Measures. Many-Criteria Optimization and Decision Analysis 2023: 113-148 - [i5]Jack M. Buckingham, Sebastian Rojas-Gonzalez, Jürgen Branke:
Bayesian Optimization of Multiple Objectives with Different Latencies. CoRR abs/2302.01310 (2023) - 2022
- [c4]Ivo Couckuyt, Sebastian Rojas-Gonzalez, Jürgen Branke:
Bayesian optimization: tutorial. GECCO Companion 2022: 843-863 - [c3]Arash Heidari, Jixiang Qing, Sebastian Rojas-Gonzalez, Jürgen Branke, Tom Dhaene, Ivo Couckuyt
Finding Knees in Bayesian Multi-objective Optimization. PPSN (1) 2022: 104-117 - [i4]Sebastian Rojas-Gonzalez, Jürgen Branke, Inneke Van Nieuwenhuyse:
Multiobjective Ranking and Selection Using Stochastic Kriging. CoRR abs/2209.03919 (2022) - 2021
- [i3]Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas-Gonzalez:
A survey on multi-objective hyperparameter optimization algorithms for Machine Learning. CoRR abs/2111.13755 (2021) - [i2]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 abs/2112.06769 (2021) - [i1]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 abs/2112.08760 (2021) - 2020
- [j2]Sebastian Rojas-Gonzalez
A survey on kriging-based infill algorithms for multiobjective simulation optimization. Comput. Oper. Res. 116: 104869 (2020) - [j1]Sebastian Rojas-Gonzalez
A multiobjective stochastic simulation optimization algorithm. Eur. J. Oper. Res. 284(1): 212-226 (2020)
2010 – 2019
- 2019
- [c2]Sebastian Rojas-Gonzalez
Multiobjective Ranking and Selection with Correlation and Heteroscedastic Noise. WSC 2019: 3392-3403 - 2018
- [c1]Sebastian Rojas-Gonzalez
A stochastic-Kriging-based multiobjective simulation Optimization Algorithm. WSC 2018: 2155-2166
Coauthor Index
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