1 citations · 2 across the 4 of their papers we have counts for
4 papers
Bi-objective Ranking and Selection Using Stochastic Kriging
Sebastian Rojas Gonzalez, Juergen Branke, Inneke van Nieuwenhuyse
We consider bi-objective ranking and selection problems, where the goal is to correctly identify the Pareto optimal solutions among a finite set of candidates for which the two obj…
Multi-objective simulation optimization of the adhesive bonding process of materials
Alejandro Morales-Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas Gonzalez +3
Automotive companies are increasingly looking for ways to make their products lighter, using novel materials and novel bonding processes to join these materials together. Finding t…
Constrained multi-objective optimization of process design parameters in settings with scarce data: an application to adhesive bonding
Alejandro Morales-Hernández, Sebastian Rojas Gonzalez, Inneke Van Nieuwenhuyse +4
Adhesive joints are increasingly used in industry for a wide variety of applications because of their favorable characteristics such as high strength-to-weight ratio, design flexib…
A survey on multi-objective hyperparameter optimization algorithms for Machine Learning
Alejandro Morales-Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas Gonzalez
Hyperparameter optimization (HPO) is a necessary step to ensure the best possible performance of Machine Learning (ML) algorithms. Several methods have been developed to perform HP…