2021
Surrogate-assisted optimization for augmentation of finite element techniques Journal Article
In: Journal of Computational Science, vol. 54, S. 101427, 2021.
2019
SACOBRA with Online Whitening for Solving Optimization Problems with High Conditioning Technical Report
arXiv preprint arXiv:1904.08397 2019.
Solving Optimization Problems with High Conditioning by Means of Online Whitening Proceedings Article
In: Lopez-Ibanez, Manuel (Hrsg.): Genetic and Evolutionary Computation Conference 2019 (GECCO'19), Prague, S. 243-244, ACM, 2019.
How to Solve the Dilemma of Margin-Based Equality Constraint Handling Methods Journal Article
In: at-Automatisierungstechnik, vol. submitted, 2019.
2018
How to Solve the Dilemma of Margin-Based Equality Handling Methods Proceedings Article
In: Hoffmann, Frank; Hüllermeier, Eyke; Mikut, Ralf (Hrsg.): Proceedings - 28. Workshop Computational Intelligence, Dortmund, 29. - 30. November 2018, S. 257-270, KIT Scientific Publishing, Karlsruhe, 2018, ISBN: 978-3-7315-0845-8, (**Young Author Award**).
2017
Comparing Kriging and Radial Basis Function Surrogates Proceedings Article
In: Hoffmann, Frank; Hüllermeier, Eyke (Hrsg.): Proceedings 27. Workshop Computational Intelligence, S. 243-259, Universitätsverlag Karlsruhe, 2017.
Constraint Handling in Efficient Global Optimization Proceedings Article
In: Bosman, Peter A. N. (Hrsg.): Genetic and Evolutionary Computation Conference 2017 (GECCO'17), Berlin, S. 1, ACM, 2017.
Self-adjusting parameter control for surrogate-assisted constrained optimization under limited budgets Journal Article
In: Applied Soft Computing, vol. 61, S. 377-393, 2017, ISSN: 1568-4946.
Suchfeld
Surrogate-assisted optimization for augmentation of finite element techniques Journal Article
In: Journal of Computational Science, vol. 54, S. 101427, 2021.
Self-Adjusting Surrogate-Assisted Optimization Techniques for Expensive Constrained Black Box Problems PhD Thesis
Leiden University and TH Köln, 2020, (PhD thesis, TH Köln dissertation price 2020).
SACOBRA with Online Whitening for Solving Optimization Problems with High Conditioning Technical Report
arXiv preprint arXiv:1904.08397 2019.
Solving Optimization Problems with High Conditioning by Means of Online Whitening Proceedings Article
In: Lopez-Ibanez, Manuel (Hrsg.): Genetic and Evolutionary Computation Conference 2019 (GECCO'19), Prague, S. 243-244, ACM, 2019.
How to Solve the Dilemma of Margin-Based Equality Constraint Handling Methods Journal Article
In: at-Automatisierungstechnik, vol. submitted, 2019.
How to Solve the Dilemma of Margin-Based Equality Handling Methods Proceedings Article
In: Hoffmann, Frank; Hüllermeier, Eyke; Mikut, Ralf (Hrsg.): Proceedings - 28. Workshop Computational Intelligence, Dortmund, 29. - 30. November 2018, S. 257-270, KIT Scientific Publishing, Karlsruhe, 2018, ISBN: 978-3-7315-0845-8, (**Young Author Award**).
Comparing Kriging and Radial Basis Function Surrogates Proceedings Article
In: Hoffmann, Frank; Hüllermeier, Eyke (Hrsg.): Proceedings 27. Workshop Computational Intelligence, S. 243-259, Universitätsverlag Karlsruhe, 2017.
Constraint Handling in Efficient Global Optimization Proceedings Article
In: Bosman, Peter A. N. (Hrsg.): Genetic and Evolutionary Computation Conference 2017 (GECCO'17), Berlin, S. 1, ACM, 2017.
Self-adjusting parameter control for surrogate-assisted constrained optimization under limited budgets Journal Article
In: Applied Soft Computing, vol. 61, S. 377-393, 2017, ISSN: 1568-4946.