---
_id: '66095'
author:
- first_name: Urban
  full_name: Skvorc, Urban
  id: '103764'
  last_name: Skvorc
- first_name: Niki
  full_name: van Stein, Niki
  last_name: van Stein
- first_name: Moritz
  full_name: Seiler, Moritz
  id: '105520'
  last_name: Seiler
- first_name: Britta
  full_name: Grimme, Britta
  id: '103682'
  last_name: Grimme
- first_name: Thomas
  full_name: Bäck, Thomas
  last_name: Bäck
- first_name: Heike
  full_name: Trautmann, Heike
  id: '100740'
  last_name: Trautmann
  orcid: 0000-0002-9788-8282
citation:
  ama: 'Skvorc U, van Stein N, Seiler M, Grimme B, Bäck T, Trautmann H. LLM Driven
    Design of Continuous Optimization Problems with Controllable High-Level Properties.
    In: García-Sánchez P, lvarez JD, Murphy A, eds. <i>Applications of Evolutionary
    Computation - 29th European Conference, EvoApplications 2026, Held as Part of
    EvoStar 2026, Toulouse, France, April 8-10, 2026, Proceedings, Part II</i>. Vol
    16525. Lecture Notes in Computer Science. Springer; 2026:183–199. doi:<a href="https://doi.org/10.1007/978-3-032-23607-4_12">10.1007/978-3-032-23607-4_12</a>'
  apa: Skvorc, U., van Stein, N., Seiler, M., Grimme, B., Bäck, T., &#38; Trautmann,
    H. (2026). LLM Driven Design of Continuous Optimization Problems with Controllable
    High-Level Properties. In P. García-Sánchez, J. D. lvarez, &#38; A. Murphy (Eds.),
    <i>Applications of Evolutionary Computation - 29th European Conference, EvoApplications
    2026, Held as Part of EvoStar 2026, Toulouse, France, April 8-10, 2026, Proceedings,
    Part II</i> (Vol. 16525, pp. 183–199). Springer. <a href="https://doi.org/10.1007/978-3-032-23607-4_12">https://doi.org/10.1007/978-3-032-23607-4_12</a>
  bibtex: '@inproceedings{Skvorc_van Stein_Seiler_Grimme_Bäck_Trautmann_2026, series={Lecture
    Notes in Computer Science}, title={LLM Driven Design of Continuous Optimization
    Problems with Controllable High-Level Properties}, volume={16525}, DOI={<a href="https://doi.org/10.1007/978-3-032-23607-4_12">10.1007/978-3-032-23607-4_12</a>},
    booktitle={Applications of Evolutionary Computation - 29th European Conference,
    EvoApplications 2026, Held as Part of EvoStar 2026, Toulouse, France, April 8-10,
    2026, Proceedings, Part II}, publisher={Springer}, author={Skvorc, Urban and van
    Stein, Niki and Seiler, Moritz and Grimme, Britta and Bäck, Thomas and Trautmann,
    Heike}, editor={García-Sánchez, Pablo and lvarez, Josefa Díaz and Murphy, Aidan},
    year={2026}, pages={183–199}, collection={Lecture Notes in Computer Science} }'
  chicago: Skvorc, Urban, Niki van Stein, Moritz Seiler, Britta Grimme, Thomas Bäck,
    and Heike Trautmann. “LLM Driven Design of Continuous Optimization Problems with
    Controllable High-Level Properties.” In <i>Applications of Evolutionary Computation
    - 29th European Conference, EvoApplications 2026, Held as Part of EvoStar 2026,
    Toulouse, France, April 8-10, 2026, Proceedings, Part II</i>, edited by Pablo
    García-Sánchez, Josefa Díaz lvarez, and Aidan Murphy, 16525:183–199. Lecture Notes
    in Computer Science. Springer, 2026. <a href="https://doi.org/10.1007/978-3-032-23607-4_12">https://doi.org/10.1007/978-3-032-23607-4_12</a>.
  ieee: 'U. Skvorc, N. van Stein, M. Seiler, B. Grimme, T. Bäck, and H. Trautmann,
    “LLM Driven Design of Continuous Optimization Problems with Controllable High-Level
    Properties,” in <i>Applications of Evolutionary Computation - 29th European Conference,
    EvoApplications 2026, Held as Part of EvoStar 2026, Toulouse, France, April 8-10,
    2026, Proceedings, Part II</i>, 2026, vol. 16525, pp. 183–199, doi: <a href="https://doi.org/10.1007/978-3-032-23607-4_12">10.1007/978-3-032-23607-4_12</a>.'
  mla: Skvorc, Urban, et al. “LLM Driven Design of Continuous Optimization Problems
    with Controllable High-Level Properties.” <i>Applications of Evolutionary Computation
    - 29th European Conference, EvoApplications 2026, Held as Part of EvoStar 2026,
    Toulouse, France, April 8-10, 2026, Proceedings, Part II</i>, edited by Pablo
    García-Sánchez et al., vol. 16525, Springer, 2026, pp. 183–199, doi:<a href="https://doi.org/10.1007/978-3-032-23607-4_12">10.1007/978-3-032-23607-4_12</a>.
  short: 'U. Skvorc, N. van Stein, M. Seiler, B. Grimme, T. Bäck, H. Trautmann, in:
    P. García-Sánchez, J.D. lvarez, A. Murphy (Eds.), Applications of Evolutionary
    Computation - 29th European Conference, EvoApplications 2026, Held as Part of
    EvoStar 2026, Toulouse, France, April 8-10, 2026, Proceedings, Part II, Springer,
    2026, pp. 183–199.'
date_created: 2026-07-01T12:13:34Z
date_updated: 2026-07-01T12:14:04Z
department:
- _id: '819'
doi: 10.1007/978-3-032-23607-4_12
editor:
- first_name: Pablo
  full_name: García-Sánchez, Pablo
  last_name: García-Sánchez
- first_name: Josefa Díaz
  full_name: lvarez, Josefa Díaz
  last_name: lvarez
- first_name: Aidan
  full_name: Murphy, Aidan
  last_name: Murphy
intvolume: '     16525'
language:
- iso: eng
page: 183–199
publication: Applications of Evolutionary Computation - 29th European Conference,
  EvoApplications 2026, Held as Part of EvoStar 2026, Toulouse, France, April 8-10,
  2026, Proceedings, Part II
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: LLM Driven Design of Continuous Optimization Problems with Controllable High-Level
  Properties
type: conference
user_id: '15504'
volume: 16525
year: '2026'
...
---
_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. <i>Learning and Intelligent Optimization
    - 18th International Conference, LION 18, Ischia Island, Italy, June 9-13, 2024,
    Revised Selected Papers</i>. Vol 14990. Lecture Notes in Computer Science. Springer;
    2024:361–376. doi:<a href="https://doi.org/10.1007/978-3-031-75623-8_29">10.1007/978-3-031-75623-8_29</a>'
  apa: Seiler, M., Skvorc, U., Doerr, C., &#38; Trautmann, H. (2024). Synergies of
    Deep and Classical Exploratory Landscape Features for Automated Algorithm Selection.
    In P. Festa, D. Ferone, T. Pastore, &#38; O. Pisacane (Eds.), <i>Learning and
    Intelligent Optimization - 18th International Conference, LION 18, Ischia Island,
    Italy, June 9-13, 2024, Revised Selected Papers</i> (Vol. 14990, pp. 361–376).
    Springer. <a href="https://doi.org/10.1007/978-3-031-75623-8_29">https://doi.org/10.1007/978-3-031-75623-8_29</a>
  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={<a href="https://doi.org/10.1007/978-3-031-75623-8_29">10.1007/978-3-031-75623-8_29</a>},
    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 <i>Learning and Intelligent Optimization - 18th International Conference, LION
    18, Ischia Island, Italy, June 9-13, 2024, Revised Selected Papers</i>, edited
    by Paola Festa, Daniele Ferone, Tommaso Pastore, and Ornella Pisacane, 14990:361–376.
    Lecture Notes in Computer Science. Springer, 2024. <a href="https://doi.org/10.1007/978-3-031-75623-8_29">https://doi.org/10.1007/978-3-031-75623-8_29</a>.
  ieee: 'M. Seiler, U. Skvorc, C. Doerr, and H. Trautmann, “Synergies of Deep and
    Classical Exploratory Landscape Features for Automated Algorithm Selection,” in
    <i>Learning and Intelligent Optimization - 18th International Conference, LION
    18, Ischia Island, Italy, June 9-13, 2024, Revised Selected Papers</i>, 2024,
    vol. 14990, pp. 361–376, doi: <a href="https://doi.org/10.1007/978-3-031-75623-8_29">10.1007/978-3-031-75623-8_29</a>.'
  mla: Seiler, Moritz, et al. “Synergies of Deep and Classical Exploratory Landscape
    Features for Automated Algorithm Selection.” <i>Learning and Intelligent Optimization
    - 18th International Conference, LION 18, Ischia Island, Italy, June 9-13, 2024,
    Revised Selected Papers</i>, edited by Paola Festa et al., vol. 14990, Springer,
    2024, pp. 361–376, doi:<a href="https://doi.org/10.1007/978-3-031-75623-8_29">10.1007/978-3-031-75623-8_29</a>.
  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: '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. <i>Parallel Problem Solving from Nature - PPSN XVIII - 18th International
    Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings,
    Part II</i>. Vol 15149. Lecture Notes in Computer Science. Springer; 2024:137–153.
    doi:<a href="https://doi.org/10.1007/978-3-031-70068-2_9">10.1007/978-3-031-70068-2_9</a>'
  apa: Seiler, M., Skvorc, U., Cenikj, G., Doerr, C., &#38; 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, &#38; T. Bäck
    (Eds.), <i>Parallel Problem Solving from Nature - PPSN XVIII - 18th International
    Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings,
    Part II</i> (Vol. 15149, pp. 137–153). Springer. <a href="https://doi.org/10.1007/978-3-031-70068-2_9">https://doi.org/10.1007/978-3-031-70068-2_9</a>
  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={<a href="https://doi.org/10.1007/978-3-031-70068-2_9">10.1007/978-3-031-70068-2_9</a>},
    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 <i>Parallel
    Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN
    2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part II</i>, 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. <a href="https://doi.org/10.1007/978-3-031-70068-2_9">https://doi.org/10.1007/978-3-031-70068-2_9</a>.
  ieee: 'M. Seiler, U. Skvorc, G. Cenikj, C. Doerr, and H. Trautmann, “Learned Features
    vs. Classical ELA on Affine BBOB Functions,” in <i>Parallel Problem Solving from
    Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria,
    September 14-18, 2024, Proceedings, Part II</i>, 2024, vol. 15149, pp. 137–153,
    doi: <a href="https://doi.org/10.1007/978-3-031-70068-2_9">10.1007/978-3-031-70068-2_9</a>.'
  mla: Seiler, Moritz, et al. “Learned Features vs. Classical ELA on Affine BBOB Functions.”
    <i>Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference,
    PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part II</i>,
    edited by Michael Affenzeller et al., vol. 15149, Springer, 2024, pp. 137–153,
    doi:<a href="https://doi.org/10.1007/978-3-031-70068-2_9">10.1007/978-3-031-70068-2_9</a>.
  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'
...