---
_id: '61918'
author:
- first_name: Jeroen
full_name: Rook, Jeroen
id: '102977'
last_name: Rook
- first_name: Quentin
full_name: Renau, Quentin
last_name: Renau
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
- first_name: Emma
full_name: Hart, Emma
last_name: Hart
citation:
ama: 'Rook J, Renau Q, Trautmann H, Hart E. Efficient Online Automated Algorithm
Selection in the Face of Data-Drift in Optimisation Problem Instances. In: Proceedings
of the 18th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, FOGA 2025,
Leiden, The Netherlands, August 27-29, 2025. ACM; 2025:262–272. doi:10.1145/3729878.3746615'
apa: Rook, J., Renau, Q., Trautmann, H., & Hart, E. (2025). Efficient Online
Automated Algorithm Selection in the Face of Data-Drift in Optimisation Problem
Instances. Proceedings of the 18th ACM/SIGEVO Conference on Foundations of
Genetic Algorithms, FOGA 2025, Leiden, The Netherlands, August 27-29, 2025,
262–272. https://doi.org/10.1145/3729878.3746615
bibtex: '@inproceedings{Rook_Renau_Trautmann_Hart_2025, title={Efficient Online
Automated Algorithm Selection in the Face of Data-Drift in Optimisation Problem
Instances}, DOI={10.1145/3729878.3746615},
booktitle={Proceedings of the 18th ACM/SIGEVO Conference on Foundations of Genetic
Algorithms, FOGA 2025, Leiden, The Netherlands, August 27-29, 2025}, publisher={ACM},
author={Rook, Jeroen and Renau, Quentin and Trautmann, Heike and Hart, Emma},
year={2025}, pages={262–272} }'
chicago: Rook, Jeroen, Quentin Renau, Heike Trautmann, and Emma Hart. “Efficient
Online Automated Algorithm Selection in the Face of Data-Drift in Optimisation
Problem Instances.” In Proceedings of the 18th ACM/SIGEVO Conference on Foundations
of Genetic Algorithms, FOGA 2025, Leiden, The Netherlands, August 27-29, 2025,
262–272. ACM, 2025. https://doi.org/10.1145/3729878.3746615.
ieee: 'J. Rook, Q. Renau, H. Trautmann, and E. Hart, “Efficient Online Automated
Algorithm Selection in the Face of Data-Drift in Optimisation Problem Instances,”
in Proceedings of the 18th ACM/SIGEVO Conference on Foundations of Genetic
Algorithms, FOGA 2025, Leiden, The Netherlands, August 27-29, 2025, 2025,
pp. 262–272, doi: 10.1145/3729878.3746615.'
mla: Rook, Jeroen, et al. “Efficient Online Automated Algorithm Selection in the
Face of Data-Drift in Optimisation Problem Instances.” Proceedings of the 18th
ACM/SIGEVO Conference on Foundations of Genetic Algorithms, FOGA 2025, Leiden,
The Netherlands, August 27-29, 2025, ACM, 2025, pp. 262–272, doi:10.1145/3729878.3746615.
short: 'J. Rook, Q. Renau, H. Trautmann, E. Hart, in: Proceedings of the 18th ACM/SIGEVO
Conference on Foundations of Genetic Algorithms, FOGA 2025, Leiden, The Netherlands,
August 27-29, 2025, ACM, 2025, pp. 262–272.'
date_created: 2025-10-22T07:26:45Z
date_updated: 2026-02-25T14:31:18Z
department:
- _id: '819'
doi: 10.1145/3729878.3746615
language:
- iso: eng
page: 262–272
publication: Proceedings of the 18th ACM/SIGEVO Conference on Foundations of Genetic
Algorithms, FOGA 2025, Leiden, The Netherlands, August 27-29, 2025
publisher: ACM
status: public
title: Efficient Online Automated Algorithm Selection in the Face of Data-Drift in
Optimisation Problem Instances
type: conference
user_id: '15504'
year: '2025'
...
---
_id: '60219'
author:
- first_name: Diederick
full_name: Vermetten, Diederick
last_name: Vermetten
- first_name: Jeroen
full_name: Rook, Jeroen
id: '102977'
last_name: Rook
- first_name: Oliver Ludger
full_name: Preuß, Oliver Ludger
id: '102978'
last_name: Preuß
orcid: 0009-0008-9308-2418
- first_name: Jacob
full_name: de Nobel, Jacob
last_name: de Nobel
- first_name: Carola
full_name: Doerr, Carola
last_name: Doerr
- first_name: Manuel
full_name: López-Ibáñez, Manuel
last_name: López-Ibáñez
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
- first_name: Thomas
full_name: Bäck, Thomas
last_name: Bäck
citation:
ama: 'Vermetten D, Rook J, Preuß OL, et al. MO-IOHinspector: Anytime Benchmarking
of Multi-objective Algorithms Using IOHprofiler. In: Singh HK, Ray T, Knowles
JD, et al., eds. Evolutionary Multi-Criterion Optimization - 13th International
Conference, EMO 2025, Canberra, ACT, Australia, March 4-7, 2025, Proceedings,
Part I. Vol 15512. Lecture Notes in Computer Science. Springer; 2025:242–256.
doi:10.1007/978-981-96-3506-1_17'
apa: 'Vermetten, D., Rook, J., Preuß, O. L., de Nobel, J., Doerr, C., López-Ibáñez,
M., Trautmann, H., & Bäck, T. (2025). MO-IOHinspector: Anytime Benchmarking
of Multi-objective Algorithms Using IOHprofiler. In H. K. Singh, T. Ray, J. D.
Knowles, X. Li, J. Branke, B. Wang, & A. Oyama (Eds.), Evolutionary Multi-Criterion
Optimization - 13th International Conference, EMO 2025, Canberra, ACT, Australia,
March 4-7, 2025, Proceedings, Part I (Vol. 15512, pp. 242–256). Springer.
https://doi.org/10.1007/978-981-96-3506-1_17'
bibtex: '@inproceedings{Vermetten_Rook_Preuß_de Nobel_Doerr_López-Ibáñez_Trautmann_Bäck_2025,
series={Lecture Notes in Computer Science}, title={MO-IOHinspector: Anytime Benchmarking
of Multi-objective Algorithms Using IOHprofiler}, volume={15512}, DOI={10.1007/978-981-96-3506-1_17},
booktitle={Evolutionary Multi-Criterion Optimization - 13th International Conference,
EMO 2025, Canberra, ACT, Australia, March 4-7, 2025, Proceedings, Part I}, publisher={Springer},
author={Vermetten, Diederick and Rook, Jeroen and Preuß, Oliver Ludger and de
Nobel, Jacob and Doerr, Carola and López-Ibáñez, Manuel and Trautmann, Heike and
Bäck, Thomas}, editor={Singh, Hemant K. and Ray, Tapabrata and Knowles, Joshua
D. and Li, Xiaodong and Branke, Juergen and Wang, Bing and Oyama, Akira}, year={2025},
pages={242–256}, collection={Lecture Notes in Computer Science} }'
chicago: 'Vermetten, Diederick, Jeroen Rook, Oliver Ludger Preuß, Jacob de Nobel,
Carola Doerr, Manuel López-Ibáñez, Heike Trautmann, and Thomas Bäck. “MO-IOHinspector:
Anytime Benchmarking of Multi-Objective Algorithms Using IOHprofiler.” In Evolutionary
Multi-Criterion Optimization - 13th International Conference, EMO 2025, Canberra,
ACT, Australia, March 4-7, 2025, Proceedings, Part I, edited by Hemant K.
Singh, Tapabrata Ray, Joshua D. Knowles, Xiaodong Li, Juergen Branke, Bing Wang,
and Akira Oyama, 15512:242–256. Lecture Notes in Computer Science. Springer, 2025.
https://doi.org/10.1007/978-981-96-3506-1_17.'
ieee: 'D. Vermetten et al., “MO-IOHinspector: Anytime Benchmarking of Multi-objective
Algorithms Using IOHprofiler,” in Evolutionary Multi-Criterion Optimization
- 13th International Conference, EMO 2025, Canberra, ACT, Australia, March 4-7,
2025, Proceedings, Part I, 2025, vol. 15512, pp. 242–256, doi: 10.1007/978-981-96-3506-1_17.'
mla: 'Vermetten, Diederick, et al. “MO-IOHinspector: Anytime Benchmarking of Multi-Objective
Algorithms Using IOHprofiler.” Evolutionary Multi-Criterion Optimization -
13th International Conference, EMO 2025, Canberra, ACT, Australia, March 4-7,
2025, Proceedings, Part I, edited by Hemant K. Singh et al., vol. 15512, Springer,
2025, pp. 242–256, doi:10.1007/978-981-96-3506-1_17.'
short: 'D. Vermetten, J. Rook, O.L. Preuß, J. de Nobel, C. Doerr, M. López-Ibáñez,
H. Trautmann, T. Bäck, in: H.K. Singh, T. Ray, J.D. Knowles, X. Li, J. Branke,
B. Wang, A. Oyama (Eds.), Evolutionary Multi-Criterion Optimization - 13th International
Conference, EMO 2025, Canberra, ACT, Australia, March 4-7, 2025, Proceedings,
Part I, Springer, 2025, pp. 242–256.'
date_created: 2025-06-16T12:01:12Z
date_updated: 2025-06-16T12:20:36Z
department:
- _id: '819'
doi: 10.1007/978-981-96-3506-1_17
editor:
- first_name: Hemant K.
full_name: Singh, Hemant K.
last_name: Singh
- first_name: Tapabrata
full_name: Ray, Tapabrata
last_name: Ray
- first_name: Joshua D.
full_name: Knowles, Joshua D.
last_name: Knowles
- first_name: Xiaodong
full_name: Li, Xiaodong
last_name: Li
- first_name: Juergen
full_name: Branke, Juergen
last_name: Branke
- first_name: Bing
full_name: Wang, Bing
last_name: Wang
- first_name: Akira
full_name: Oyama, Akira
last_name: Oyama
intvolume: ' 15512'
language:
- iso: eng
page: 242–256
publication: Evolutionary Multi-Criterion Optimization - 13th International Conference,
EMO 2025, Canberra, ACT, Australia, March 4-7, 2025, Proceedings, Part I
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: 'MO-IOHinspector: Anytime Benchmarking of Multi-objective Algorithms Using
IOHprofiler'
type: conference
user_id: '15504'
volume: 15512
year: '2025'
...
---
_id: '60812'
author:
- first_name: Oliver Ludger
full_name: Preuß, Oliver Ludger
id: '102978'
last_name: Preuß
orcid: 0009-0008-9308-2418
- first_name: Carolin
full_name: Mensendiek, Carolin
id: '75006'
last_name: Mensendiek
- first_name: Jeroen
full_name: Rook, Jeroen
id: '102977'
last_name: Rook
- first_name: Jakob
full_name: Bossek, Jakob
id: '102979'
last_name: Bossek
orcid: 0000-0002-4121-4668
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
citation:
ama: 'Preuß OL, Mensendiek C, Rook J, Bossek J, Trautmann H. Automated Algorithm
Configuration and Systematic Benchmarking for Heterogeneous MNK-Landscapes. In:
Filipic B, ed. Proceedings of the Genetic and Evolutionary Computation Conference,
GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025. ACM; 2025:58–66.
doi:10.1145/3712256.3726481'
apa: Preuß, O. L., Mensendiek, C., Rook, J., Bossek, J., & Trautmann, H. (2025).
Automated Algorithm Configuration and Systematic Benchmarking for Heterogeneous
MNK-Landscapes. In B. Filipic (Ed.), Proceedings of the Genetic and Evolutionary
Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18,
2025 (pp. 58–66). ACM. https://doi.org/10.1145/3712256.3726481
bibtex: '@inproceedings{Preuß_Mensendiek_Rook_Bossek_Trautmann_2025, title={Automated
Algorithm Configuration and Systematic Benchmarking for Heterogeneous MNK-Landscapes},
DOI={10.1145/3712256.3726481},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference,
GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025}, publisher={ACM},
author={Preuß, Oliver Ludger and Mensendiek, Carolin and Rook, Jeroen and Bossek,
Jakob and Trautmann, Heike}, editor={Filipic, Bogdan}, year={2025}, pages={58–66}
}'
chicago: Preuß, Oliver Ludger, Carolin Mensendiek, Jeroen Rook, Jakob Bossek, and
Heike Trautmann. “Automated Algorithm Configuration and Systematic Benchmarking
for Heterogeneous MNK-Landscapes.” In Proceedings of the Genetic and Evolutionary
Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18,
2025, edited by Bogdan Filipic, 58–66. ACM, 2025. https://doi.org/10.1145/3712256.3726481.
ieee: 'O. L. Preuß, C. Mensendiek, J. Rook, J. Bossek, and H. Trautmann, “Automated
Algorithm Configuration and Systematic Benchmarking for Heterogeneous MNK-Landscapes,”
in Proceedings of the Genetic and Evolutionary Computation Conference, GECCO
2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025, 2025, pp. 58–66, doi:
10.1145/3712256.3726481.'
mla: Preuß, Oliver Ludger, et al. “Automated Algorithm Configuration and Systematic
Benchmarking for Heterogeneous MNK-Landscapes.” Proceedings of the Genetic
and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga,
Spain, July 14-18, 2025, edited by Bogdan Filipic, ACM, 2025, pp. 58–66, doi:10.1145/3712256.3726481.
short: 'O.L. Preuß, C. Mensendiek, J. Rook, J. Bossek, H. Trautmann, in: B. Filipic
(Ed.), Proceedings of the Genetic and Evolutionary Computation Conference, GECCO
2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025, ACM, 2025, pp. 58–66.'
date_created: 2025-07-29T06:11:51Z
date_updated: 2025-07-29T06:12:28Z
department:
- _id: '819'
doi: 10.1145/3712256.3726481
editor:
- first_name: Bogdan
full_name: Filipic, Bogdan
last_name: Filipic
language:
- iso: eng
page: 58–66
publication: Proceedings of the Genetic and Evolutionary Computation Conference, GECCO
2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025
publisher: ACM
status: public
title: Automated Algorithm Configuration and Systematic Benchmarking for Heterogeneous
MNK-Landscapes
type: conference
user_id: '15504'
year: '2025'
...
---
_id: '60131'
author:
- first_name: Oliver Ludger
full_name: Preuß, Oliver Ludger
id: '102978'
last_name: Preuß
orcid: 0009-0008-9308-2418
- first_name: Jeroen
full_name: Rook, Jeroen
id: '102977'
last_name: Rook
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
citation:
ama: 'Preuß OL, Rook J, Trautmann H. On the Potential of Multi-objective Automated
Algorithm Configuration on Multi-modal Multi-objective Optimisation Problems.
In: Smith SL, Correia J, Cintrano C, eds. Applications of Evolutionary Computation
- 27th European Conference, EvoApplications 2024, Held as Part of EvoStar 2024,
Aberystwyth, UK, April 3-5, 2024, Proceedings, Part I. Vol 14634. Lecture
Notes in Computer Science. Springer; 2024:305–321. doi:10.1007/978-3-031-56852-7_20'
apa: Preuß, O. L., Rook, J., & Trautmann, H. (2024). On the Potential of Multi-objective
Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation
Problems. In S. L. Smith, J. Correia, & C. Cintrano (Eds.), Applications
of Evolutionary Computation - 27th European Conference, EvoApplications 2024,
Held as Part of EvoStar 2024, Aberystwyth, UK, April 3-5, 2024, Proceedings, Part
I (Vol. 14634, pp. 305–321). Springer. https://doi.org/10.1007/978-3-031-56852-7_20
bibtex: '@inproceedings{Preuß_Rook_Trautmann_2024, series={Lecture Notes in Computer
Science}, title={On the Potential of Multi-objective Automated Algorithm Configuration
on Multi-modal Multi-objective Optimisation Problems}, volume={14634}, DOI={10.1007/978-3-031-56852-7_20},
booktitle={Applications of Evolutionary Computation - 27th European Conference,
EvoApplications 2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3-5,
2024, Proceedings, Part I}, publisher={Springer}, author={Preuß, Oliver Ludger
and Rook, Jeroen and Trautmann, Heike}, editor={Smith, Stephen L. and Correia,
João and Cintrano, Christian}, year={2024}, pages={305–321}, collection={Lecture
Notes in Computer Science} }'
chicago: Preuß, Oliver Ludger, Jeroen Rook, and Heike Trautmann. “On the Potential
of Multi-Objective Automated Algorithm Configuration on Multi-Modal Multi-Objective
Optimisation Problems.” In Applications of Evolutionary Computation - 27th
European Conference, EvoApplications 2024, Held as Part of EvoStar 2024, Aberystwyth,
UK, April 3-5, 2024, Proceedings, Part I, edited by Stephen L. Smith, João
Correia, and Christian Cintrano, 14634:305–321. Lecture Notes in Computer Science.
Springer, 2024. https://doi.org/10.1007/978-3-031-56852-7_20.
ieee: 'O. L. Preuß, J. Rook, and H. Trautmann, “On the Potential of Multi-objective
Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation
Problems,” in Applications of Evolutionary Computation - 27th European Conference,
EvoApplications 2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3-5,
2024, Proceedings, Part I, 2024, vol. 14634, pp. 305–321, doi: 10.1007/978-3-031-56852-7_20.'
mla: Preuß, Oliver Ludger, et al. “On the Potential of Multi-Objective Automated
Algorithm Configuration on Multi-Modal Multi-Objective Optimisation Problems.”
Applications of Evolutionary Computation - 27th European Conference, EvoApplications
2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3-5, 2024, Proceedings,
Part I, edited by Stephen L. Smith et al., vol. 14634, Springer, 2024, pp.
305–321, doi:10.1007/978-3-031-56852-7_20.
short: 'O.L. Preuß, J. Rook, H. Trautmann, in: S.L. Smith, J. Correia, C. Cintrano
(Eds.), Applications of Evolutionary Computation - 27th European Conference, EvoApplications
2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3-5, 2024, Proceedings,
Part I, Springer, 2024, pp. 305–321.'
date_created: 2025-06-04T12:47:35Z
date_updated: 2025-06-05T06:01:02Z
doi: 10.1007/978-3-031-56852-7_20
editor:
- first_name: Stephen L.
full_name: Smith, Stephen L.
last_name: Smith
- first_name: João
full_name: Correia, João
last_name: Correia
- first_name: Christian
full_name: Cintrano, Christian
last_name: Cintrano
intvolume: ' 14634'
language:
- iso: eng
page: 305–321
publication: Applications of Evolutionary Computation - 27th European Conference,
EvoApplications 2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3-5,
2024, Proceedings, Part I
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal
Multi-objective Optimisation Problems
type: conference
user_id: '15504'
volume: 14634
year: '2024'
...