---
_id: '60220'
author:
- first_name: Moritz
full_name: Seiler, Moritz
id: '105520'
last_name: Seiler
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
citation:
ama: 'Seiler M, Kerschke P, Trautmann H. Deep-ELA: Deep Exploratory Landscape Analysis
with Self-Supervised Pretrained Transformers for Single- and Multi-Objective Continuous
Optimization Problems . Evolutionary Computation. Published online 2025:1-27.
doi:https://doi.org/10.1162/evco_a_00367'
apa: 'Seiler, M., Kerschke, P., & Trautmann, H. (2025). Deep-ELA: Deep Exploratory
Landscape Analysis with Self-Supervised Pretrained Transformers for Single- and
Multi-Objective Continuous Optimization Problems . Evolutionary Computation,
1–27. https://doi.org/10.1162/evco_a_00367'
bibtex: '@article{Seiler_Kerschke_Trautmann_2025, title={Deep-ELA: Deep Exploratory
Landscape Analysis with Self-Supervised Pretrained Transformers for Single- and
Multi-Objective Continuous Optimization Problems }, DOI={https://doi.org/10.1162/evco_a_00367},
journal={Evolutionary Computation}, author={Seiler, Moritz and Kerschke, Pascal
and Trautmann, Heike}, year={2025}, pages={1–27} }'
chicago: 'Seiler, Moritz, Pascal Kerschke, and Heike Trautmann. “Deep-ELA: Deep
Exploratory Landscape Analysis with Self-Supervised Pretrained Transformers for
Single- and Multi-Objective Continuous Optimization Problems .” Evolutionary
Computation, 2025, 1–27. https://doi.org/10.1162/evco_a_00367.'
ieee: 'M. Seiler, P. Kerschke, and H. Trautmann, “Deep-ELA: Deep Exploratory Landscape
Analysis with Self-Supervised Pretrained Transformers for Single- and Multi-Objective
Continuous Optimization Problems ,” Evolutionary Computation, pp. 1–27,
2025, doi: https://doi.org/10.1162/evco_a_00367.'
mla: 'Seiler, Moritz, et al. “Deep-ELA: Deep Exploratory Landscape Analysis with
Self-Supervised Pretrained Transformers for Single- and Multi-Objective Continuous
Optimization Problems .” Evolutionary Computation, 2025, pp. 1–27, doi:https://doi.org/10.1162/evco_a_00367.'
short: M. Seiler, P. Kerschke, H. Trautmann, Evolutionary Computation (2025) 1–27.
date_created: 2025-06-16T12:20:20Z
date_updated: 2025-06-16T12:24:15Z
department:
- _id: '819'
doi: https://doi.org/10.1162/evco_a_00367
language:
- iso: eng
page: 1-27
publication: Evolutionary Computation
status: public
title: 'Deep-ELA: Deep Exploratory Landscape Analysis with Self-Supervised Pretrained
Transformers for Single- and Multi-Objective Continuous Optimization Problems '
type: journal_article
user_id: '15504'
year: '2025'
...
---
_id: '60813'
author:
- first_name: Moritz
full_name: Seiler, Moritz
id: '105520'
last_name: Seiler
- first_name: Oliver Ludger
full_name: Preuß, Oliver Ludger
id: '102978'
last_name: Preuß
orcid: 0009-0008-9308-2418
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
citation:
ama: 'Seiler M, Preuß OL, Trautmann H. RandOptGen: A Unified Random Problem Generator
for Single- and Multi-Objective Optimization Problems with Mixed-Variable Input
Spaces. In: Filipic B, ed. Proceedings of the Genetic and Evolutionary Computation
Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025.
ACM; 2025:76–84. doi:10.1145/3712256.3726478'
apa: 'Seiler, M., Preuß, O. L., & Trautmann, H. (2025). RandOptGen: A Unified
Random Problem Generator for Single- and Multi-Objective Optimization Problems
with Mixed-Variable Input Spaces. In B. Filipic (Ed.), Proceedings of the Genetic
and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga,
Spain, July 14-18, 2025 (pp. 76–84). ACM. https://doi.org/10.1145/3712256.3726478'
bibtex: '@inproceedings{Seiler_Preuß_Trautmann_2025, title={RandOptGen: A Unified
Random Problem Generator for Single- and Multi-Objective Optimization Problems
with Mixed-Variable Input Spaces}, DOI={10.1145/3712256.3726478},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference,
GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025}, publisher={ACM},
author={Seiler, Moritz and Preuß, Oliver Ludger and Trautmann, Heike}, editor={Filipic,
Bogdan}, year={2025}, pages={76–84} }'
chicago: 'Seiler, Moritz, Oliver Ludger Preuß, and Heike Trautmann. “RandOptGen:
A Unified Random Problem Generator for Single- and Multi-Objective Optimization
Problems with Mixed-Variable Input Spaces.” In Proceedings of the Genetic and
Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain,
July 14-18, 2025, edited by Bogdan Filipic, 76–84. ACM, 2025. https://doi.org/10.1145/3712256.3726478.'
ieee: 'M. Seiler, O. L. Preuß, and H. Trautmann, “RandOptGen: A Unified Random Problem
Generator for Single- and Multi-Objective Optimization Problems with Mixed-Variable
Input Spaces,” in Proceedings of the Genetic and Evolutionary Computation Conference,
GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025, 2025, pp. 76–84,
doi: 10.1145/3712256.3726478.'
mla: 'Seiler, Moritz, et al. “RandOptGen: A Unified Random Problem Generator for
Single- and Multi-Objective Optimization Problems with Mixed-Variable Input Spaces.”
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. 76–84, doi:10.1145/3712256.3726478.'
short: 'M. Seiler, O.L. Preuß, 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. 76–84.'
date_created: 2025-07-29T06:12:57Z
date_updated: 2025-07-29T06:13:43Z
department:
- _id: '819'
doi: 10.1145/3712256.3726478
editor:
- first_name: Bogdan
full_name: Filipic, Bogdan
last_name: Filipic
language:
- iso: eng
page: 76–84
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: 'RandOptGen: A Unified Random Problem Generator for Single- and Multi-Objective
Optimization Problems with Mixed-Variable Input Spaces'
type: conference
user_id: '15504'
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: '60814'
author:
- first_name: Elias
full_name: Schede, Elias
last_name: Schede
- first_name: Moritz
full_name: Seiler, Moritz
id: '105520'
last_name: Seiler
- first_name: Kevin
full_name: Tierney, Kevin
last_name: Tierney
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
citation:
ama: 'Schede E, Seiler M, Tierney K, Trautmann H. Deep reinforcement learning for
instance-specific algorithm configuration (GECCO Best Paper Award). In: Filipic
B, ed. Proceedings of the Genetic and Evolutionary Computation Conference,
GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025. ACM; 2025:1190–1198.
doi:10.1145/3712256.3726480'
apa: Schede, E., Seiler, M., Tierney, K., & Trautmann, H. (2025). Deep reinforcement
learning for instance-specific algorithm configuration (GECCO Best Paper Award).
In B. Filipic (Ed.), Proceedings of the Genetic and Evolutionary Computation
Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025 (pp.
1190–1198). ACM. https://doi.org/10.1145/3712256.3726480
bibtex: '@inproceedings{Schede_Seiler_Tierney_Trautmann_2025, title={Deep reinforcement
learning for instance-specific algorithm configuration (GECCO Best Paper Award)},
DOI={10.1145/3712256.3726480},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference,
GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025}, publisher={ACM},
author={Schede, Elias and Seiler, Moritz and Tierney, Kevin and Trautmann, Heike},
editor={Filipic, Bogdan}, year={2025}, pages={1190–1198} }'
chicago: Schede, Elias, Moritz Seiler, Kevin Tierney, and Heike Trautmann. “Deep
Reinforcement Learning for Instance-Specific Algorithm Configuration (GECCO Best
Paper Award).” In Proceedings of the Genetic and Evolutionary Computation Conference,
GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025, edited by Bogdan
Filipic, 1190–1198. ACM, 2025. https://doi.org/10.1145/3712256.3726480.
ieee: 'E. Schede, M. Seiler, K. Tierney, and H. Trautmann, “Deep reinforcement learning
for instance-specific algorithm configuration (GECCO Best Paper Award),” in Proceedings
of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga
Hotel, Malaga, Spain, July 14-18, 2025, 2025, pp. 1190–1198, doi: 10.1145/3712256.3726480.'
mla: Schede, Elias, et al. “Deep Reinforcement Learning for Instance-Specific Algorithm
Configuration (GECCO Best Paper Award).” 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. 1190–1198, doi:10.1145/3712256.3726480.
short: 'E. Schede, M. Seiler, K. Tierney, 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. 1190–1198.'
date_created: 2025-07-29T06:14:03Z
date_updated: 2025-07-29T12:17:30Z
department:
- _id: '819'
doi: 10.1145/3712256.3726480
editor:
- first_name: Bogdan
full_name: Filipic, Bogdan
last_name: Filipic
language:
- iso: eng
page: 1190–1198
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: Deep reinforcement learning for instance-specific algorithm configuration (GECCO
Best Paper Award)
type: conference
user_id: '100740'
year: '2025'
...
---
_id: '61032'
author:
- first_name: Angel E.
full_name: Rodriguez-Fernandez, Angel E.
last_name: Rodriguez-Fernandez
- first_name: Lennart
full_name: Schäpermeier, Lennart
last_name: Schäpermeier
- first_name: Carlos Hernandez
full_name: Castellanos, Carlos Hernandez
last_name: Castellanos
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
- first_name: Oliver
full_name: Schütze, Oliver
last_name: Schütze
citation:
ama: 'Rodriguez-Fernandez AE, Schäpermeier L, Castellanos CH, Kerschke P, Trautmann
H, Schütze O. Hot off the Press: Finding ϵ-Locally Optimal Solutions for Multi-Objective
Multimodal Optimization. In: Proceedings of the Genetic and Evolutionary Computation
Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025.
ACM; 2025:61-62. doi:/10.1145/3712255.3734260'
apa: 'Rodriguez-Fernandez, A. E., Schäpermeier, L., Castellanos, C. H., Kerschke,
P., Trautmann, H., & Schütze, O. (2025). Hot off the Press: Finding ϵ-Locally
Optimal Solutions for Multi-Objective Multimodal Optimization. Proceedings
of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga
Hotel, Malaga, Spain, July 14-18, 2025, 61–62. https://doi.org//10.1145/3712255.3734260'
bibtex: '@inproceedings{Rodriguez-Fernandez_Schäpermeier_Castellanos_Kerschke_Trautmann_Schütze_2025,
title={Hot off the Press: Finding ϵ-Locally Optimal Solutions for Multi-Objective
Multimodal Optimization}, DOI={/10.1145/3712255.3734260},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference,
GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025}, publisher={ACM},
author={Rodriguez-Fernandez, Angel E. and Schäpermeier, Lennart and Castellanos,
Carlos Hernandez and Kerschke, Pascal and Trautmann, Heike and Schütze, Oliver},
year={2025}, pages={61–62} }'
chicago: 'Rodriguez-Fernandez, Angel E., Lennart Schäpermeier, Carlos Hernandez
Castellanos, Pascal Kerschke, Heike Trautmann, and Oliver Schütze. “Hot off the
Press: Finding ϵ-Locally Optimal Solutions for Multi-Objective Multimodal Optimization.”
In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO
2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025, 61–62. ACM, 2025.
https://doi.org//10.1145/3712255.3734260.'
ieee: 'A. E. Rodriguez-Fernandez, L. Schäpermeier, C. H. Castellanos, P. Kerschke,
H. Trautmann, and O. Schütze, “Hot off the Press: Finding ϵ-Locally Optimal Solutions
for Multi-Objective Multimodal Optimization,” in Proceedings of the Genetic
and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga,
Spain, July 14-18, 2025, 2025, pp. 61–62, doi: /10.1145/3712255.3734260.'
mla: 'Rodriguez-Fernandez, Angel E., et al. “Hot off the Press: Finding ϵ-Locally
Optimal Solutions for Multi-Objective Multimodal Optimization.” Proceedings
of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga
Hotel, Malaga, Spain, July 14-18, 2025, ACM, 2025, pp. 61–62, doi:/10.1145/3712255.3734260.'
short: 'A.E. Rodriguez-Fernandez, L. Schäpermeier, C.H. Castellanos, P. Kerschke,
H. Trautmann, O. Schütze, in: Proceedings of the Genetic and Evolutionary Computation
Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025, ACM,
2025, pp. 61–62.'
date_created: 2025-08-27T08:29:25Z
date_updated: 2025-08-27T08:32:55Z
doi: /10.1145/3712255.3734260
language:
- iso: eng
page: 61-62
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: 'Hot off the Press: Finding ϵ-Locally Optimal Solutions for Multi-Objective
Multimodal Optimization'
type: conference
user_id: '15504'
year: '2025'
...
---
_id: '54548'
author:
- first_name: Raphael Patrick
full_name: Prager, Raphael Patrick
last_name: Prager
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
citation:
ama: Prager RP, Trautmann H. Exploratory Landscape Analysis for Mixed-Variable Problems.
IEEE Transactions on Evolutionary Computation. Published online 2024:1-1.
doi:10.1109/TEVC.2024.3399560
apa: Prager, R. P., & Trautmann, H. (2024). Exploratory Landscape Analysis for
Mixed-Variable Problems. IEEE Transactions on Evolutionary Computation,
1–1. https://doi.org/10.1109/TEVC.2024.3399560
bibtex: '@article{Prager_Trautmann_2024, title={Exploratory Landscape Analysis for
Mixed-Variable Problems}, DOI={10.1109/TEVC.2024.3399560},
journal={IEEE Transactions on Evolutionary Computation}, author={Prager, Raphael
Patrick and Trautmann, Heike}, year={2024}, pages={1–1} }'
chicago: Prager, Raphael Patrick, and Heike Trautmann. “Exploratory Landscape Analysis
for Mixed-Variable Problems.” IEEE Transactions on Evolutionary Computation,
2024, 1–1. https://doi.org/10.1109/TEVC.2024.3399560.
ieee: 'R. P. Prager and H. Trautmann, “Exploratory Landscape Analysis for Mixed-Variable
Problems,” IEEE Transactions on Evolutionary Computation, pp. 1–1, 2024,
doi: 10.1109/TEVC.2024.3399560.'
mla: Prager, Raphael Patrick, and Heike Trautmann. “Exploratory Landscape Analysis
for Mixed-Variable Problems.” IEEE Transactions on Evolutionary Computation,
2024, pp. 1–1, doi:10.1109/TEVC.2024.3399560.
short: R.P. Prager, H. Trautmann, IEEE Transactions on Evolutionary Computation
(2024) 1–1.
date_created: 2024-06-03T06:16:33Z
date_updated: 2024-06-03T06:17:13Z
department:
- _id: '819'
doi: 10.1109/TEVC.2024.3399560
keyword:
- Optimization
- Evolutionary computation
- Benchmark testing
- Hyperparameter optimization
- Portfolios
- Extraterrestrial measurements
- Dispersion
- Exploratory landscape analysis
- mixed-variable problem
- mixed search spaces
- automated algorithm selection
language:
- iso: eng
page: 1-1
publication: IEEE Transactions on Evolutionary Computation
status: public
title: Exploratory Landscape Analysis for Mixed-Variable Problems
type: journal_article
user_id: '15504'
year: '2024'
...
---
_id: '54642'
author:
- first_name: K.
full_name: Dietrich, K.
last_name: Dietrich
- first_name: R.
full_name: Prager, R.
last_name: Prager
- first_name: C.
full_name: Doerr, C.
last_name: Doerr
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
citation:
ama: 'Dietrich K, Prager R, Doerr C, Trautmann H. Hybridizing Target- and SHAP-encoded
Features for Algorithm Selection in Mixed-variable Black-box Optimization. In:
Affenzeller M, Winkler S, Kononova A, et al., eds. Parallel Problem Solving
from Nature — PPSN XVIII. Springer International Publishing; 2024:1-14.'
apa: Dietrich, K., Prager, R., Doerr, C., & Trautmann, H. (2024). Hybridizing
Target- and SHAP-encoded Features for Algorithm Selection in Mixed-variable Black-box
Optimization. In M. Affenzeller, S. Winkler, A. Kononova, H. Trautmann, T. Tušar,
P. Machado, & T. Baeck (Eds.), Parallel Problem Solving from Nature — PPSN
XVIII (pp. 1–14). Springer International Publishing.
bibtex: '@inproceedings{Dietrich_Prager_Doerr_Trautmann_2024, place={Cham}, title={Hybridizing
Target- and SHAP-encoded Features for Algorithm Selection in Mixed-variable Black-box
Optimization}, booktitle={Parallel Problem Solving from Nature — PPSN XVIII},
publisher={Springer International Publishing}, author={Dietrich, K. and Prager,
R. and Doerr, C. and Trautmann, Heike}, editor={Affenzeller, M and Winkler, S
and Kononova, A and Trautmann, H and Tušar, T and Machado, P and Baeck, T}, year={2024},
pages={1–14} }'
chicago: 'Dietrich, K., R. Prager, C. Doerr, and Heike Trautmann. “Hybridizing Target-
and SHAP-Encoded Features for Algorithm Selection in Mixed-Variable Black-Box
Optimization.” In Parallel Problem Solving from Nature — PPSN XVIII, edited
by M Affenzeller, S Winkler, A Kononova, H Trautmann, T Tušar, P Machado, and
T Baeck, 1–14. Cham: Springer International Publishing, 2024.'
ieee: K. Dietrich, R. Prager, C. Doerr, and H. Trautmann, “Hybridizing Target- and
SHAP-encoded Features for Algorithm Selection in Mixed-variable Black-box Optimization,”
in Parallel Problem Solving from Nature — PPSN XVIII, 2024, pp. 1–14.
mla: Dietrich, K., et al. “Hybridizing Target- and SHAP-Encoded Features for Algorithm
Selection in Mixed-Variable Black-Box Optimization.” Parallel Problem Solving
from Nature — PPSN XVIII, edited by M Affenzeller et al., Springer International
Publishing, 2024, pp. 1–14.
short: 'K. Dietrich, R. Prager, C. Doerr, H. Trautmann, in: M. Affenzeller, S. Winkler,
A. Kononova, H. Trautmann, T. Tušar, P. Machado, T. Baeck (Eds.), Parallel Problem
Solving from Nature — PPSN XVIII, Springer International Publishing, Cham, 2024,
pp. 1–14.'
date_created: 2024-06-07T04:56:32Z
date_updated: 2024-06-07T05:02:25Z
department:
- _id: '819'
editor:
- first_name: M
full_name: Affenzeller, M
last_name: Affenzeller
- first_name: S
full_name: Winkler, S
last_name: Winkler
- first_name: A
full_name: Kononova, A
last_name: Kononova
- first_name: H
full_name: Trautmann, H
last_name: Trautmann
- first_name: T
full_name: Tušar, T
last_name: Tušar
- first_name: P
full_name: Machado, P
last_name: Machado
- first_name: T
full_name: Baeck, T
last_name: Baeck
language:
- iso: eng
page: 1-14
place: Cham
publication: Parallel Problem Solving from Nature — PPSN XVIII
publisher: Springer International Publishing
status: public
title: Hybridizing Target- and SHAP-encoded Features for Algorithm Selection in Mixed-variable
Black-box Optimization
type: conference
user_id: '15504'
year: '2024'
...
---
_id: '52759'
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
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: Applications of Evolutionary Computation. Springer Nature Switzerland;
2024. 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 Applications of Evolutionary Computation. Springer Nature
Switzerland. https://doi.org/10.1007/978-3-031-56852-7_20
bibtex: '@inbook{Preuß_Rook_Trautmann_2024, place={Cham}, title={On the Potential
of Multi-objective Automated Algorithm Configuration on Multi-modal Multi-objective
Optimisation Problems}, DOI={10.1007/978-3-031-56852-7_20},
booktitle={Applications of Evolutionary Computation}, publisher={Springer Nature
Switzerland}, author={Preuß, Oliver Ludger and Rook, Jeroen and Trautmann, Heike},
year={2024} }'
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. Cham:
Springer Nature Switzerland, 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, Cham: Springer
Nature Switzerland, 2024.'
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, Springer Nature Switzerland,
2024, doi:10.1007/978-3-031-56852-7_20.
short: 'O.L. Preuß, J. Rook, H. Trautmann, in: Applications of Evolutionary Computation,
Springer Nature Switzerland, Cham, 2024.'
date_created: 2024-03-25T08:22:57Z
date_updated: 2024-06-10T11:55:38Z
department:
- _id: '819'
doi: 10.1007/978-3-031-56852-7_20
language:
- iso: eng
place: Cham
publication: Applications of Evolutionary Computation
publication_identifier:
isbn:
- '9783031568510'
- '9783031568527'
issn:
- 0302-9743
- 1611-3349
publication_status: published
publisher: Springer Nature Switzerland
status: public
title: On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal
Multi-objective Optimisation Problems
type: book_chapter
user_id: '15504'
year: '2024'
...
---
_id: '52749'
author:
- first_name: Moritz
full_name: Seiler, Moritz
id: '105520'
last_name: Seiler
- first_name: Jeroen
full_name: Rook, Jeroen
last_name: Rook
- first_name: Jonathan
full_name: Heins, Jonathan
last_name: Heins
- first_name: Oliver Ludger
full_name: Preuß, Oliver Ludger
id: '102978'
last_name: Preuß
orcid: 0009-0008-9308-2418
- 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: 'Seiler M, Rook J, Heins J, Preuß OL, Bossek J, Trautmann H. Using Reinforcement
Learning for Per-Instance Algorithm Configuration on the TSP. In: 2023 IEEE
Symposium Series on Computational Intelligence (SSCI). IEEE; 2024. doi:10.1109/ssci52147.2023.10372008'
apa: Seiler, M., Rook, J., Heins, J., Preuß, O. L., Bossek, J., & Trautmann,
H. (2024). Using Reinforcement Learning for Per-Instance Algorithm Configuration
on the TSP. 2023 IEEE Symposium Series on Computational Intelligence (SSCI).
https://doi.org/10.1109/ssci52147.2023.10372008
bibtex: '@inproceedings{Seiler_Rook_Heins_Preuß_Bossek_Trautmann_2024, title={Using
Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP}, DOI={10.1109/ssci52147.2023.10372008},
booktitle={2023 IEEE Symposium Series on Computational Intelligence (SSCI)}, publisher={IEEE},
author={Seiler, Moritz and Rook, Jeroen and Heins, Jonathan and Preuß, Oliver
Ludger and Bossek, Jakob and Trautmann, Heike}, year={2024} }'
chicago: Seiler, Moritz, Jeroen Rook, Jonathan Heins, Oliver Ludger Preuß, Jakob
Bossek, and Heike Trautmann. “Using Reinforcement Learning for Per-Instance Algorithm
Configuration on the TSP.” In 2023 IEEE Symposium Series on Computational Intelligence
(SSCI). IEEE, 2024. https://doi.org/10.1109/ssci52147.2023.10372008.
ieee: 'M. Seiler, J. Rook, J. Heins, O. L. Preuß, J. Bossek, and H. Trautmann, “Using
Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP,” 2024,
doi: 10.1109/ssci52147.2023.10372008.'
mla: Seiler, Moritz, et al. “Using Reinforcement Learning for Per-Instance Algorithm
Configuration on the TSP.” 2023 IEEE Symposium Series on Computational Intelligence
(SSCI), IEEE, 2024, doi:10.1109/ssci52147.2023.10372008.
short: 'M. Seiler, J. Rook, J. Heins, O.L. Preuß, J. Bossek, H. Trautmann, in: 2023
IEEE Symposium Series on Computational Intelligence (SSCI), IEEE, 2024.'
date_created: 2024-03-25T08:15:01Z
date_updated: 2024-06-10T11:59:44Z
department:
- _id: '819'
doi: 10.1109/ssci52147.2023.10372008
language:
- iso: eng
publication: 2023 IEEE Symposium Series on Computational Intelligence (SSCI)
publication_status: published
publisher: IEEE
status: public
title: Using Reinforcement Learning for Per-Instance Algorithm Configuration on the
TSP
type: conference
user_id: '15504'
year: '2024'
...
---
_id: '55649'
author:
- first_name: Jeroen
full_name: Rook, Jeroen
last_name: Rook
- first_name: Holger H.
full_name: Hoos, Holger H.
last_name: Hoos
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
citation:
ama: 'Rook J, Hoos HH, Trautmann H. Multi-objective Ranking using Bootstrap Resampling.
In: Li X, Handl J, eds. Proceedings of the Genetic and Evolutionary Computation
Conference Companion, GECCO 2024, Melbourne, VIC, Australia, July 14-18, 2024.
ACM; 2024:155–158. doi:10.1145/3638530.3654436'
apa: Rook, J., Hoos, H. H., & Trautmann, H. (2024). Multi-objective Ranking
using Bootstrap Resampling. In X. Li & J. Handl (Eds.), Proceedings of
the Genetic and Evolutionary Computation Conference Companion, GECCO 2024, Melbourne,
VIC, Australia, July 14-18, 2024 (pp. 155–158). ACM. https://doi.org/10.1145/3638530.3654436
bibtex: '@inproceedings{Rook_Hoos_Trautmann_2024, title={Multi-objective Ranking
using Bootstrap Resampling}, DOI={10.1145/3638530.3654436},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference
Companion, GECCO 2024, Melbourne, VIC, Australia, July 14-18, 2024}, publisher={ACM},
author={Rook, Jeroen and Hoos, Holger H. and Trautmann, Heike}, editor={Li, Xiaodong
and Handl, Julia}, year={2024}, pages={155–158} }'
chicago: Rook, Jeroen, Holger H. Hoos, and Heike Trautmann. “Multi-Objective Ranking
Using Bootstrap Resampling.” In Proceedings of the Genetic and Evolutionary
Computation Conference Companion, GECCO 2024, Melbourne, VIC, Australia, July
14-18, 2024, edited by Xiaodong Li and Julia Handl, 155–158. ACM, 2024. https://doi.org/10.1145/3638530.3654436.
ieee: 'J. Rook, H. H. Hoos, and H. Trautmann, “Multi-objective Ranking using Bootstrap
Resampling,” in Proceedings of the Genetic and Evolutionary Computation Conference
Companion, GECCO 2024, Melbourne, VIC, Australia, July 14-18, 2024, 2024,
pp. 155–158, doi: 10.1145/3638530.3654436.'
mla: Rook, Jeroen, et al. “Multi-Objective Ranking Using Bootstrap Resampling.”
Proceedings of the Genetic and Evolutionary Computation Conference Companion,
GECCO 2024, Melbourne, VIC, Australia, July 14-18, 2024, edited by Xiaodong
Li and Julia Handl, ACM, 2024, pp. 155–158, doi:10.1145/3638530.3654436.
short: 'J. Rook, H.H. Hoos, H. Trautmann, in: X. Li, J. Handl (Eds.), Proceedings
of the Genetic and Evolutionary Computation Conference Companion, GECCO 2024,
Melbourne, VIC, Australia, July 14-18, 2024, ACM, 2024, pp. 155–158.'
date_created: 2024-08-19T09:34:07Z
date_updated: 2024-08-19T09:34:45Z
doi: 10.1145/3638530.3654436
editor:
- first_name: Xiaodong
full_name: Li, Xiaodong
last_name: Li
- first_name: Julia
full_name: Handl, Julia
last_name: Handl
language:
- iso: eng
page: 155–158
publication: Proceedings of the Genetic and Evolutionary Computation Conference Companion,
GECCO 2024, Melbourne, VIC, Australia, July 14-18, 2024
publisher: ACM
status: public
title: Multi-objective Ranking using Bootstrap Resampling
type: conference
user_id: '15504'
year: '2024'
...
---
_id: '56221'
author:
- first_name: Angel E.
full_name: Rodriguez-Fernandez, Angel E.
last_name: Rodriguez-Fernandez
- first_name: Lennart
full_name: Schäpermeier, Lennart
last_name: Schäpermeier
- first_name: Carlos
full_name: Hernández, Carlos
last_name: Hernández
- first_name: Pascal
full_name: Kerschke, Pascal
last_name: Kerschke
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
- first_name: Oliver
full_name: Schütze, Oliver
last_name: Schütze
citation:
ama: Rodriguez-Fernandez AE, Schäpermeier L, Hernández C, Kerschke P, Trautmann
H, Schütze O. Finding ϵ-Locally Optimal Solutions for Multi-Objective Multimodal
Optimization. IEEE Transactions on Evolutionary Computation. Published
online 2024:1-1. doi:10.1109/TEVC.2024.3458855
apa: Rodriguez-Fernandez, A. E., Schäpermeier, L., Hernández, C., Kerschke, P.,
Trautmann, H., & Schütze, O. (2024). Finding ϵ-Locally Optimal Solutions for
Multi-Objective Multimodal Optimization. IEEE Transactions on Evolutionary
Computation, 1–1. https://doi.org/10.1109/TEVC.2024.3458855
bibtex: '@article{Rodriguez-Fernandez_Schäpermeier_Hernández_Kerschke_Trautmann_Schütze_2024,
title={Finding ϵ-Locally Optimal Solutions for Multi-Objective Multimodal Optimization},
DOI={10.1109/TEVC.2024.3458855},
journal={IEEE Transactions on Evolutionary Computation}, author={Rodriguez-Fernandez,
Angel E. and Schäpermeier, Lennart and Hernández, Carlos and Kerschke, Pascal
and Trautmann, Heike and Schütze, Oliver}, year={2024}, pages={1–1} }'
chicago: Rodriguez-Fernandez, Angel E., Lennart Schäpermeier, Carlos Hernández,
Pascal Kerschke, Heike Trautmann, and Oliver Schütze. “Finding ϵ-Locally Optimal
Solutions for Multi-Objective Multimodal Optimization.” IEEE Transactions on
Evolutionary Computation, 2024, 1–1. https://doi.org/10.1109/TEVC.2024.3458855.
ieee: 'A. E. Rodriguez-Fernandez, L. Schäpermeier, C. Hernández, P. Kerschke, H.
Trautmann, and O. Schütze, “Finding ϵ-Locally Optimal Solutions for Multi-Objective
Multimodal Optimization,” IEEE Transactions on Evolutionary Computation,
pp. 1–1, 2024, doi: 10.1109/TEVC.2024.3458855.'
mla: Rodriguez-Fernandez, Angel E., et al. “Finding ϵ-Locally Optimal Solutions
for Multi-Objective Multimodal Optimization.” IEEE Transactions on Evolutionary
Computation, 2024, pp. 1–1, doi:10.1109/TEVC.2024.3458855.
short: A.E. Rodriguez-Fernandez, L. Schäpermeier, C. Hernández, P. Kerschke, H.
Trautmann, O. Schütze, IEEE Transactions on Evolutionary Computation (2024) 1–1.
date_created: 2024-09-24T08:01:14Z
date_updated: 2024-09-24T08:01:47Z
doi: 10.1109/TEVC.2024.3458855
keyword:
- Optimization
- Evolutionary computation
- Approximation algorithms
- Benchmark testing
- Vectors
- Surveys
- Pareto optimization
- multi-objective optimization
- evolutionary computation
- multimodal optimization
- local solutions
language:
- iso: eng
page: 1-1
publication: IEEE Transactions on Evolutionary Computation
status: public
title: Finding ϵ-Locally Optimal Solutions for Multi-Objective Multimodal Optimization
type: journal_article
user_id: '15504'
year: '2024'
...
---
_id: '58335'
author:
- first_name: Moritz
full_name: Seiler, Moritz
id: '105520'
last_name: Seiler
- first_name: Urban
full_name: Skvorc, Urban
id: '103764'
last_name: Skvorc
- first_name: Carola
full_name: Doerr, Carola
last_name: Doerr
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
citation:
ama: 'Seiler M, Skvorc U, Doerr C, Trautmann H. Synergies of Deep and Classical
Exploratory Landscape Features for Automated Algorithm Selection. In: Festa P,
Ferone D, Pastore T, Pisacane O, eds. Learning and Intelligent Optimization
- 18th International Conference, LION 18, Ischia Island, Italy, June 9-13, 2024,
Revised Selected Papers. Vol 14990. Lecture Notes in Computer Science. Springer;
2024:361–376. doi:10.1007/978-3-031-75623-8_29'
apa: Seiler, M., Skvorc, U., Doerr, C., & Trautmann, H. (2024). Synergies of
Deep and Classical Exploratory Landscape Features for Automated Algorithm Selection.
In P. Festa, D. Ferone, T. Pastore, & O. Pisacane (Eds.), Learning and
Intelligent Optimization - 18th International Conference, LION 18, Ischia Island,
Italy, June 9-13, 2024, Revised Selected Papers (Vol. 14990, pp. 361–376).
Springer. https://doi.org/10.1007/978-3-031-75623-8_29
bibtex: '@inproceedings{Seiler_Skvorc_Doerr_Trautmann_2024, series={Lecture Notes
in Computer Science}, title={Synergies of Deep and Classical Exploratory Landscape
Features for Automated Algorithm Selection}, volume={14990}, DOI={10.1007/978-3-031-75623-8_29},
booktitle={Learning and Intelligent Optimization - 18th International Conference,
LION 18, Ischia Island, Italy, June 9-13, 2024, Revised Selected Papers}, publisher={Springer},
author={Seiler, Moritz and Skvorc, Urban and Doerr, Carola and Trautmann, Heike},
editor={Festa, Paola and Ferone, Daniele and Pastore, Tommaso and Pisacane, Ornella},
year={2024}, pages={361–376}, collection={Lecture Notes in Computer Science} }'
chicago: Seiler, Moritz, Urban Skvorc, Carola Doerr, and Heike Trautmann. “Synergies
of Deep and Classical Exploratory Landscape Features for Automated Algorithm Selection.”
In Learning and Intelligent Optimization - 18th International Conference, LION
18, Ischia Island, Italy, June 9-13, 2024, Revised Selected Papers, edited
by Paola Festa, Daniele Ferone, Tommaso Pastore, and Ornella Pisacane, 14990:361–376.
Lecture Notes in Computer Science. Springer, 2024. https://doi.org/10.1007/978-3-031-75623-8_29.
ieee: 'M. Seiler, U. Skvorc, C. Doerr, and H. Trautmann, “Synergies of Deep and
Classical Exploratory Landscape Features for Automated Algorithm Selection,” in
Learning and Intelligent Optimization - 18th International Conference, LION
18, Ischia Island, Italy, June 9-13, 2024, Revised Selected Papers, 2024,
vol. 14990, pp. 361–376, doi: 10.1007/978-3-031-75623-8_29.'
mla: Seiler, Moritz, et al. “Synergies of Deep and Classical Exploratory Landscape
Features for Automated Algorithm Selection.” Learning and Intelligent Optimization
- 18th International Conference, LION 18, Ischia Island, Italy, June 9-13, 2024,
Revised Selected Papers, edited by Paola Festa et al., vol. 14990, Springer,
2024, pp. 361–376, doi:10.1007/978-3-031-75623-8_29.
short: 'M. Seiler, U. Skvorc, C. Doerr, H. Trautmann, in: P. Festa, D. Ferone, T.
Pastore, O. Pisacane (Eds.), Learning and Intelligent Optimization - 18th International
Conference, LION 18, Ischia Island, Italy, June 9-13, 2024, Revised Selected Papers,
Springer, 2024, pp. 361–376.'
date_created: 2025-01-23T12:39:37Z
date_updated: 2025-01-23T12:40:32Z
department:
- _id: '819'
doi: 10.1007/978-3-031-75623-8_29
editor:
- first_name: Paola
full_name: Festa, Paola
last_name: Festa
- first_name: Daniele
full_name: Ferone, Daniele
last_name: Ferone
- first_name: Tommaso
full_name: Pastore, Tommaso
last_name: Pastore
- first_name: Ornella
full_name: Pisacane, Ornella
last_name: Pisacane
intvolume: ' 14990'
language:
- iso: eng
page: 361–376
publication: Learning and Intelligent Optimization - 18th International Conference,
LION 18, Ischia Island, Italy, June 9-13, 2024, Revised Selected Papers
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Synergies of Deep and Classical Exploratory Landscape Features for Automated
Algorithm Selection
type: conference
user_id: '15504'
volume: 14990
year: '2024'
...
---
_id: '58338'
citation:
ama: Affenzeller M, Winkler SM, Kononova AV, et al., eds. Parallel Problem Solving
from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg,
Austria, September 14-18, 2024, Proceedings, Part III. Vol 15150. Springer;
2024. doi:10.1007/978-3-031-70071-2
apa: Affenzeller, M., Winkler, S. M., Kononova, A. V., Trautmann, H., Tusar, T.,
Machado, P., & Bäck, T. (Eds.). (2024). Parallel Problem Solving from Nature
- PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September
14-18, 2024, Proceedings, Part III (Vol. 15150). Springer. https://doi.org/10.1007/978-3-031-70071-2
bibtex: '@book{Affenzeller_Winkler_Kononova_Trautmann_Tusar_Machado_Bäck_2024, series={Lecture
Notes in Computer Science}, title={Parallel Problem Solving from Nature - PPSN
XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September
14-18, 2024, Proceedings, Part III}, volume={15150}, DOI={10.1007/978-3-031-70071-2},
publisher={Springer}, year={2024}, collection={Lecture Notes in Computer Science}
}'
chicago: Affenzeller, Michael, Stephan M. Winkler, Anna V. Kononova, Heike Trautmann,
Tea Tusar, Penousal Machado, and Thomas Bäck, eds. Parallel Problem Solving
from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg,
Austria, September 14-18, 2024, Proceedings, Part III. Vol. 15150. Lecture
Notes in Computer Science. Springer, 2024. https://doi.org/10.1007/978-3-031-70071-2.
ieee: M. Affenzeller et al., Eds., Parallel Problem Solving from Nature
- PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September
14-18, 2024, Proceedings, Part III, vol. 15150. Springer, 2024.
mla: Affenzeller, Michael, et al., editors. Parallel Problem Solving from Nature
- PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September
14-18, 2024, Proceedings, Part III. Springer, 2024, doi:10.1007/978-3-031-70071-2.
short: M. Affenzeller, S.M. Winkler, A.V. Kononova, H. Trautmann, T. Tusar, P. Machado,
T. Bäck, eds., Parallel Problem Solving from Nature - PPSN XVIII - 18th International
Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings,
Part III, Springer, 2024.
date_created: 2025-01-23T12:42:54Z
date_updated: 2025-01-23T12:44:21Z
department:
- _id: '819'
doi: 10.1007/978-3-031-70071-2
editor:
- first_name: Michael
full_name: Affenzeller, Michael
last_name: Affenzeller
- first_name: Stephan M.
full_name: Winkler, Stephan M.
last_name: Winkler
- first_name: Anna V.
full_name: Kononova, Anna V.
last_name: Kononova
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
- first_name: Tea
full_name: Tusar, Tea
last_name: Tusar
- first_name: Penousal
full_name: Machado, Penousal
last_name: Machado
- first_name: Thomas
full_name: Bäck, Thomas
last_name: Bäck
intvolume: ' 15150'
language:
- iso: eng
publication_identifier:
isbn:
- 978-3-031-70070-5
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference,
PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part III
type: conference_editor
user_id: '15504'
volume: 15150
year: '2024'
...
---
_id: '58336'
citation:
ama: Affenzeller M, Winkler SM, Kononova AV, et al., eds. Parallel Problem Solving
from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg,
Austria, September 14-18, 2024, Proceedings, Part I. Vol 15148. Springer;
2024. doi:10.1007/978-3-031-70055-2
apa: Affenzeller, M., Winkler, S. M., Kononova, A. V., Trautmann, H., Tusar, T.,
Machado, P., & Bäck, T. (Eds.). (2024). Parallel Problem Solving from Nature
- PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September
14-18, 2024, Proceedings, Part I (Vol. 15148). Springer. https://doi.org/10.1007/978-3-031-70055-2
bibtex: '@book{Affenzeller_Winkler_Kononova_Trautmann_Tusar_Machado_Bäck_2024, series={Lecture
Notes in Computer Science}, title={Parallel Problem Solving from Nature - PPSN
XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September
14-18, 2024, Proceedings, Part I}, volume={15148}, DOI={10.1007/978-3-031-70055-2},
publisher={Springer}, year={2024}, collection={Lecture Notes in Computer Science}
}'
chicago: Affenzeller, Michael, Stephan M. Winkler, Anna V. Kononova, Heike Trautmann,
Tea Tusar, Penousal Machado, and Thomas Bäck, eds. Parallel Problem Solving
from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg,
Austria, September 14-18, 2024, Proceedings, Part I. Vol. 15148. Lecture Notes
in Computer Science. Springer, 2024. https://doi.org/10.1007/978-3-031-70055-2.
ieee: M. Affenzeller et al., Eds., Parallel Problem Solving from Nature
- PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September
14-18, 2024, Proceedings, Part I, vol. 15148. Springer, 2024.
mla: Affenzeller, Michael, et al., editors. Parallel Problem Solving from Nature
- PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September
14-18, 2024, Proceedings, Part I. Springer, 2024, doi:10.1007/978-3-031-70055-2.
short: M. Affenzeller, S.M. Winkler, A.V. Kononova, H. Trautmann, T. Tusar, P. Machado,
T. Bäck, eds., Parallel Problem Solving from Nature - PPSN XVIII - 18th International
Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings,
Part I, Springer, 2024.
date_created: 2025-01-23T12:41:21Z
date_updated: 2025-01-23T12:44:14Z
department:
- _id: '819'
doi: 10.1007/978-3-031-70055-2
editor:
- first_name: Michael
full_name: Affenzeller, Michael
last_name: Affenzeller
- first_name: Stephan M.
full_name: Winkler, Stephan M.
last_name: Winkler
- first_name: Anna V.
full_name: Kononova, Anna V.
last_name: Kononova
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
- first_name: Tea
full_name: Tusar, Tea
last_name: Tusar
- first_name: Penousal
full_name: Machado, Penousal
last_name: Machado
- first_name: Thomas
full_name: Bäck, Thomas
last_name: Bäck
intvolume: ' 15148'
language:
- iso: eng
publication_identifier:
isbn:
- 978-3-031-70054-5
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference,
PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part I
type: conference_editor
user_id: '15504'
volume: 15148
year: '2024'
...
---
_id: '58339'
citation:
ama: Affenzeller M, Winkler SM, Kononova AV, et al., eds. Parallel Problem Solving
from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg,
Austria, September 14-18, 2024, Proceedings, Part IV. Vol 15151. Springer;
2024. doi:10.1007/978-3-031-70085-9
apa: Affenzeller, M., Winkler, S. M., Kononova, A. V., Trautmann, H., Tusar, T.,
Machado, P., & Bäck, T. (Eds.). (2024). Parallel Problem Solving from Nature
- PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September
14-18, 2024, Proceedings, Part IV (Vol. 15151). Springer. https://doi.org/10.1007/978-3-031-70085-9
bibtex: '@book{Affenzeller_Winkler_Kononova_Trautmann_Tusar_Machado_Bäck_2024, series={Lecture
Notes in Computer Science}, title={Parallel Problem Solving from Nature - PPSN
XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September
14-18, 2024, Proceedings, Part IV}, volume={15151}, DOI={10.1007/978-3-031-70085-9},
publisher={Springer}, year={2024}, collection={Lecture Notes in Computer Science}
}'
chicago: Affenzeller, Michael, Stephan M. Winkler, Anna V. Kononova, Heike Trautmann,
Tea Tusar, Penousal Machado, and Thomas Bäck, eds. Parallel Problem Solving
from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg,
Austria, September 14-18, 2024, Proceedings, Part IV. Vol. 15151. Lecture
Notes in Computer Science. Springer, 2024. https://doi.org/10.1007/978-3-031-70085-9.
ieee: M. Affenzeller et al., Eds., Parallel Problem Solving from Nature
- PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September
14-18, 2024, Proceedings, Part IV, vol. 15151. Springer, 2024.
mla: Affenzeller, Michael, et al., editors. Parallel Problem Solving from Nature
- PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September
14-18, 2024, Proceedings, Part IV. Springer, 2024, doi:10.1007/978-3-031-70085-9.
short: M. Affenzeller, S.M. Winkler, A.V. Kononova, H. Trautmann, T. Tusar, P. Machado,
T. Bäck, eds., Parallel Problem Solving from Nature - PPSN XVIII - 18th International
Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings,
Part IV, Springer, 2024.
date_created: 2025-01-23T12:43:27Z
date_updated: 2025-01-23T12:44:17Z
department:
- _id: '819'
doi: 10.1007/978-3-031-70085-9
editor:
- first_name: Michael
full_name: Affenzeller, Michael
last_name: Affenzeller
- first_name: Stephan M.
full_name: Winkler, Stephan M.
last_name: Winkler
- first_name: Anna V.
full_name: Kononova, Anna V.
last_name: Kononova
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
- first_name: Tea
full_name: Tusar, Tea
last_name: Tusar
- first_name: Penousal
full_name: Machado, Penousal
last_name: Machado
- first_name: Thomas
full_name: Bäck, Thomas
last_name: Bäck
intvolume: ' 15151'
language:
- iso: eng
publication_identifier:
isbn:
- 978-3-031-70084-2
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference,
PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part IV
type: conference_editor
user_id: '15504'
volume: 15151
year: '2024'
...
---
_id: '58337'
citation:
ama: Affenzeller M, Winkler SM, Kononova AV, et al., eds. Parallel Problem Solving
from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg,
Austria, September 14-18, 2024, Proceedings, Part II. Vol 15149. Springer;
2024. doi:10.1007/978-3-031-70068-2
apa: Affenzeller, M., Winkler, S. M., Kononova, A. V., Trautmann, H., Tusar, T.,
Machado, P., & Bäck, T. (Eds.). (2024). Parallel Problem Solving from Nature
- PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September
14-18, 2024, Proceedings, Part II (Vol. 15149). Springer. https://doi.org/10.1007/978-3-031-70068-2
bibtex: '@book{Affenzeller_Winkler_Kononova_Trautmann_Tusar_Machado_Bäck_2024, series={Lecture
Notes in Computer Science}, title={Parallel Problem Solving from Nature - PPSN
XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September
14-18, 2024, Proceedings, Part II}, volume={15149}, DOI={10.1007/978-3-031-70068-2},
publisher={Springer}, year={2024}, collection={Lecture Notes in Computer Science}
}'
chicago: Affenzeller, Michael, Stephan M. Winkler, Anna V. Kononova, Heike Trautmann,
Tea Tusar, Penousal Machado, and Thomas Bäck, eds. Parallel Problem Solving
from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg,
Austria, September 14-18, 2024, Proceedings, Part II. Vol. 15149. Lecture
Notes in Computer Science. Springer, 2024. https://doi.org/10.1007/978-3-031-70068-2.
ieee: M. Affenzeller et al., Eds., Parallel Problem Solving from Nature
- PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September
14-18, 2024, Proceedings, Part II, vol. 15149. Springer, 2024.
mla: Affenzeller, Michael, et al., editors. Parallel Problem Solving from Nature
- PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September
14-18, 2024, Proceedings, Part II. Springer, 2024, doi:10.1007/978-3-031-70068-2.
short: M. Affenzeller, S.M. Winkler, A.V. Kononova, H. Trautmann, T. Tusar, P. Machado,
T. Bäck, eds., Parallel Problem Solving from Nature - PPSN XVIII - 18th International
Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings,
Part II, Springer, 2024.
date_created: 2025-01-23T12:42:15Z
date_updated: 2025-01-23T12:44:24Z
doi: 10.1007/978-3-031-70068-2
editor:
- first_name: Michael
full_name: Affenzeller, Michael
last_name: Affenzeller
- first_name: Stephan M.
full_name: Winkler, Stephan M.
last_name: Winkler
- first_name: Anna V.
full_name: Kononova, Anna V.
last_name: Kononova
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
- first_name: Tea
full_name: Tusar, Tea
last_name: Tusar
- first_name: Penousal
full_name: Machado, Penousal
last_name: Machado
- first_name: Thomas
full_name: Bäck, Thomas
last_name: Bäck
intvolume: ' 15149'
language:
- iso: eng
publication_identifier:
isbn:
- 978-3-031-70067-5
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference,
PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part II
type: conference_editor
user_id: '15504'
volume: 15149
year: '2024'
...
---
_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'
...
---
_id: '60132'
author:
- first_name: Moritz
full_name: Seiler, Moritz
id: '105520'
last_name: Seiler
- first_name: Urban
full_name: Skvorc, Urban
id: '103764'
last_name: Skvorc
- first_name: Gjorgjina
full_name: Cenikj, Gjorgjina
last_name: Cenikj
- first_name: Carola
full_name: Doerr, Carola
last_name: Doerr
- first_name: Heike
full_name: Trautmann, Heike
id: '100740'
last_name: Trautmann
orcid: 0000-0002-9788-8282
citation:
ama: 'Seiler M, Skvorc U, Cenikj G, Doerr C, Trautmann H. Learned Features vs. Classical
ELA on Affine BBOB Functions. In: Affenzeller M, Winkler SM, Kononova AV, et al.,
eds. Parallel Problem Solving from Nature - PPSN XVIII - 18th International
Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings,
Part II. Vol 15149. Lecture Notes in Computer Science. Springer; 2024:137–153.
doi:10.1007/978-3-031-70068-2_9'
apa: Seiler, M., Skvorc, U., Cenikj, G., Doerr, C., & Trautmann, H. (2024).
Learned Features vs. Classical ELA on Affine BBOB Functions. In M. Affenzeller,
S. M. Winkler, A. V. Kononova, H. Trautmann, T. Tusar, P. Machado, & T. Bäck
(Eds.), Parallel Problem Solving from Nature - PPSN XVIII - 18th International
Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings,
Part II (Vol. 15149, pp. 137–153). Springer. https://doi.org/10.1007/978-3-031-70068-2_9
bibtex: '@inproceedings{Seiler_Skvorc_Cenikj_Doerr_Trautmann_2024, series={Lecture
Notes in Computer Science}, title={Learned Features vs. Classical ELA on Affine
BBOB Functions}, volume={15149}, DOI={10.1007/978-3-031-70068-2_9},
booktitle={Parallel Problem Solving from Nature - PPSN XVIII - 18th International
Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings,
Part II}, publisher={Springer}, author={Seiler, Moritz and Skvorc, Urban and Cenikj,
Gjorgjina and Doerr, Carola and Trautmann, Heike}, editor={Affenzeller, Michael
and Winkler, Stephan M. and Kononova, Anna V. and Trautmann, Heike and Tusar,
Tea and Machado, Penousal and Bäck, Thomas}, year={2024}, pages={137–153}, collection={Lecture
Notes in Computer Science} }'
chicago: Seiler, Moritz, Urban Skvorc, Gjorgjina Cenikj, Carola Doerr, and Heike
Trautmann. “Learned Features vs. Classical ELA on Affine BBOB Functions.” In Parallel
Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN
2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part II, edited
by Michael Affenzeller, Stephan M. Winkler, Anna V. Kononova, Heike Trautmann,
Tea Tusar, Penousal Machado, and Thomas Bäck, 15149:137–153. Lecture Notes in
Computer Science. Springer, 2024. https://doi.org/10.1007/978-3-031-70068-2_9.
ieee: 'M. Seiler, U. Skvorc, G. Cenikj, C. Doerr, and H. Trautmann, “Learned Features
vs. Classical ELA on Affine BBOB Functions,” in Parallel Problem Solving from
Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria,
September 14-18, 2024, Proceedings, Part II, 2024, vol. 15149, pp. 137–153,
doi: 10.1007/978-3-031-70068-2_9.'
mla: Seiler, Moritz, et al. “Learned Features vs. Classical ELA on Affine BBOB Functions.”
Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference,
PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part II,
edited by Michael Affenzeller et al., vol. 15149, Springer, 2024, pp. 137–153,
doi:10.1007/978-3-031-70068-2_9.
short: 'M. Seiler, U. Skvorc, G. Cenikj, C. Doerr, H. Trautmann, in: M. Affenzeller,
S.M. Winkler, A.V. Kononova, H. Trautmann, T. Tusar, P. Machado, T. Bäck (Eds.),
Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference,
PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part II, Springer,
2024, pp. 137–153.'
date_created: 2025-06-04T12:48:56Z
date_updated: 2025-06-04T12:49:30Z
doi: 10.1007/978-3-031-70068-2_9
editor:
- first_name: Michael
full_name: Affenzeller, Michael
last_name: Affenzeller
- first_name: Stephan M.
full_name: Winkler, Stephan M.
last_name: Winkler
- first_name: Anna V.
full_name: Kononova, Anna V.
last_name: Kononova
- first_name: Heike
full_name: Trautmann, Heike
last_name: Trautmann
- first_name: Tea
full_name: Tusar, Tea
last_name: Tusar
- first_name: Penousal
full_name: Machado, Penousal
last_name: Machado
- first_name: Thomas
full_name: Bäck, Thomas
last_name: Bäck
intvolume: ' 15149'
language:
- iso: eng
page: 137–153
publication: Parallel Problem Solving from Nature - PPSN XVIII - 18th International
Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part
II
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Learned Features vs. Classical ELA on Affine BBOB Functions
type: conference
user_id: '15504'
volume: 15149
year: '2024'
...
---
_id: '63706'
author:
- first_name: Marcus
full_name: Schmidbauer, Marcus
last_name: Schmidbauer
- first_name: Andre
full_name: Opris, Andre
last_name: Opris
- first_name: Jakob
full_name: Bossek, Jakob
id: '102979'
last_name: Bossek
orcid: 0000-0002-4121-4668
- first_name: Frank
full_name: Neumann, Frank
last_name: Neumann
- first_name: Dirk
full_name: Sudholt, Dirk
last_name: Sudholt
citation:
ama: 'Schmidbauer M, Opris A, Bossek J, Neumann F, Sudholt D. Guiding Quality Diversity
on Monotone Submodular Functions: Customising the Feature Space by Adding Boolean
Conjunctions. In: Li X, Handl J, eds. Proceedings of the Genetic and Evolutionary
Computation Conference, GECCO 2024, Melbourne, VIC, Australia, July 14-18, 2024.
ACM; 2024. doi:10.1145/3638529.3654160'
apa: 'Schmidbauer, M., Opris, A., Bossek, J., Neumann, F., & Sudholt, D. (2024).
Guiding Quality Diversity on Monotone Submodular Functions: Customising the Feature
Space by Adding Boolean Conjunctions. In X. Li & J. Handl (Eds.), Proceedings
of the Genetic and Evolutionary Computation Conference, GECCO 2024, Melbourne,
VIC, Australia, July 14-18, 2024. ACM. https://doi.org/10.1145/3638529.3654160'
bibtex: '@inproceedings{Schmidbauer_Opris_Bossek_Neumann_Sudholt_2024, title={Guiding
Quality Diversity on Monotone Submodular Functions: Customising the Feature Space
by Adding Boolean Conjunctions}, DOI={10.1145/3638529.3654160},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference,
GECCO 2024, Melbourne, VIC, Australia, July 14-18, 2024}, publisher={ACM}, author={Schmidbauer,
Marcus and Opris, Andre and Bossek, Jakob and Neumann, Frank and Sudholt, Dirk},
editor={Li, Xiaodong and Handl, Julia}, year={2024} }'
chicago: 'Schmidbauer, Marcus, Andre Opris, Jakob Bossek, Frank Neumann, and Dirk
Sudholt. “Guiding Quality Diversity on Monotone Submodular Functions: Customising
the Feature Space by Adding Boolean Conjunctions.” In Proceedings of the Genetic
and Evolutionary Computation Conference, GECCO 2024, Melbourne, VIC, Australia,
July 14-18, 2024, edited by Xiaodong Li and Julia Handl. ACM, 2024. https://doi.org/10.1145/3638529.3654160.'
ieee: 'M. Schmidbauer, A. Opris, J. Bossek, F. Neumann, and D. Sudholt, “Guiding
Quality Diversity on Monotone Submodular Functions: Customising the Feature Space
by Adding Boolean Conjunctions,” in Proceedings of the Genetic and Evolutionary
Computation Conference, GECCO 2024, Melbourne, VIC, Australia, July 14-18, 2024,
2024, doi: 10.1145/3638529.3654160.'
mla: 'Schmidbauer, Marcus, et al. “Guiding Quality Diversity on Monotone Submodular
Functions: Customising the Feature Space by Adding Boolean Conjunctions.” Proceedings
of the Genetic and Evolutionary Computation Conference, GECCO 2024, Melbourne,
VIC, Australia, July 14-18, 2024, edited by Xiaodong Li and Julia Handl, ACM,
2024, doi:10.1145/3638529.3654160.'
short: 'M. Schmidbauer, A. Opris, J. Bossek, F. Neumann, D. Sudholt, in: X. Li,
J. Handl (Eds.), Proceedings of the Genetic and Evolutionary Computation Conference,
GECCO 2024, Melbourne, VIC, Australia, July 14-18, 2024, ACM, 2024.'
date_created: 2026-01-22T14:44:19Z
date_updated: 2026-01-22T14:45:57Z
department:
- _id: '819'
doi: 10.1145/3638529.3654160
editor:
- first_name: Xiaodong
full_name: Li, Xiaodong
last_name: Li
- first_name: Julia
full_name: Handl, Julia
last_name: Handl
language:
- iso: eng
publication: Proceedings of the Genetic and Evolutionary Computation Conference, GECCO
2024, Melbourne, VIC, Australia, July 14-18, 2024
publisher: ACM
status: public
title: 'Guiding Quality Diversity on Monotone Submodular Functions: Customising the
Feature Space by Adding Boolean Conjunctions'
type: conference
user_id: '15504'
year: '2024'
...
---
_id: '63705'
author:
- first_name: Jakob
full_name: Bossek, Jakob
id: '102979'
last_name: Bossek
orcid: 0000-0002-4121-4668
- first_name: Christian
full_name: Grimme, Christian
last_name: Grimme
citation:
ama: 'Bossek J, Grimme C. Generalised Kruskal Mutation for the Multi-Objective Minimum
Spanning Tree Problem. In: Li X, Handl J, eds. Proceedings of the Genetic and
Evolutionary Computation Conference, GECCO 2024, Melbourne, VIC, Australia, July
14-18, 2024. ACM; 2024. doi:10.1145/3638529.3654165'
apa: Bossek, J., & Grimme, C. (2024). Generalised Kruskal Mutation for the Multi-Objective
Minimum Spanning Tree Problem. In X. Li & J. Handl (Eds.), Proceedings
of the Genetic and Evolutionary Computation Conference, GECCO 2024, Melbourne,
VIC, Australia, July 14-18, 2024. ACM. https://doi.org/10.1145/3638529.3654165
bibtex: '@inproceedings{Bossek_Grimme_2024, title={Generalised Kruskal Mutation
for the Multi-Objective Minimum Spanning Tree Problem}, DOI={10.1145/3638529.3654165},
booktitle={Proceedings of the Genetic and Evolutionary Computation Conference,
GECCO 2024, Melbourne, VIC, Australia, July 14-18, 2024}, publisher={ACM}, author={Bossek,
Jakob and Grimme, Christian}, editor={Li, Xiaodong and Handl, Julia}, year={2024}
}'
chicago: Bossek, Jakob, and Christian Grimme. “Generalised Kruskal Mutation for
the Multi-Objective Minimum Spanning Tree Problem.” In Proceedings of the Genetic
and Evolutionary Computation Conference, GECCO 2024, Melbourne, VIC, Australia,
July 14-18, 2024, edited by Xiaodong Li and Julia Handl. ACM, 2024. https://doi.org/10.1145/3638529.3654165.
ieee: 'J. Bossek and C. Grimme, “Generalised Kruskal Mutation for the Multi-Objective
Minimum Spanning Tree Problem,” in Proceedings of the Genetic and Evolutionary
Computation Conference, GECCO 2024, Melbourne, VIC, Australia, July 14-18, 2024,
2024, doi: 10.1145/3638529.3654165.'
mla: Bossek, Jakob, and Christian Grimme. “Generalised Kruskal Mutation for the
Multi-Objective Minimum Spanning Tree Problem.” Proceedings of the Genetic
and Evolutionary Computation Conference, GECCO 2024, Melbourne, VIC, Australia,
July 14-18, 2024, edited by Xiaodong Li and Julia Handl, ACM, 2024, doi:10.1145/3638529.3654165.
short: 'J. Bossek, C. Grimme, in: X. Li, J. Handl (Eds.), Proceedings of the Genetic
and Evolutionary Computation Conference, GECCO 2024, Melbourne, VIC, Australia,
July 14-18, 2024, ACM, 2024.'
date_created: 2026-01-22T14:43:22Z
date_updated: 2026-01-22T14:46:01Z
department:
- _id: '819'
doi: 10.1145/3638529.3654165
editor:
- first_name: Xiaodong
full_name: Li, Xiaodong
last_name: Li
- first_name: Julia
full_name: Handl, Julia
last_name: Handl
language:
- iso: eng
publication: Proceedings of the Genetic and Evolutionary Computation Conference, GECCO
2024, Melbourne, VIC, Australia, July 14-18, 2024
publisher: ACM
status: public
title: Generalised Kruskal Mutation for the Multi-Objective Minimum Spanning Tree
Problem
type: conference
user_id: '15504'
year: '2024'
...