[{"user_id":"15504","doi":"10.1007/978-3-032-23607-4_12","volume":16525,"editor":[{"first_name":"Pablo","last_name":"García-Sánchez","full_name":"García-Sánchez, Pablo"},{"full_name":"lvarez, Josefa Díaz","last_name":"lvarez","first_name":"Josefa Díaz"},{"first_name":"Aidan","last_name":"Murphy","full_name":"Murphy, Aidan"}],"page":"183–199","series_title":"Lecture Notes in Computer Science","_id":"66095","language":[{"iso":"eng"}],"publisher":"Springer","date_updated":"2026-07-01T12:14:04Z","intvolume":"     16525","status":"public","year":"2026","title":"LLM Driven Design of Continuous Optimization Problems with Controllable High-Level Properties","author":[{"last_name":"Skvorc","first_name":"Urban","full_name":"Skvorc, Urban","id":"103764"},{"full_name":"van Stein, Niki","first_name":"Niki","last_name":"van Stein"},{"full_name":"Seiler, Moritz","last_name":"Seiler","first_name":"Moritz","id":"105520"},{"last_name":"Grimme","first_name":"Britta","full_name":"Grimme, Britta","id":"103682"},{"first_name":"Thomas","last_name":"Bäck","full_name":"Bäck, Thomas"},{"orcid":"0000-0002-9788-8282","last_name":"Trautmann","first_name":"Heike","full_name":"Trautmann, Heike","id":"100740"}],"type":"conference","department":[{"_id":"819"}],"date_created":"2026-07-01T12:13:34Z","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","citation":{"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>","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>.","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>.","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.","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>.","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>","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} }"}},{"citation":{"apa":"Fudali, F., Skvorc, U., Grimme, C., &#38; Bossek, J. (2026). Inexact Sorting in the USGS Operator for the Bi-Objective Minimum Spanning Tree Problem. In L. Trujillo &#38; T. Hu (Eds.), <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2026, Centro Internacional de Convenciones CIC-ANDE, San Jose, Costa Rica, July 13-17, 2026</i> (pp. 1619–1622). ACM. <a href=\"https://doi.org/10.1145/3795101.3814667\">https://doi.org/10.1145/3795101.3814667</a>","ieee":"F. Fudali, U. Skvorc, C. Grimme, and J. Bossek, “Inexact Sorting in the USGS Operator for the Bi-Objective Minimum Spanning Tree Problem,” in <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2026, Centro Internacional de Convenciones CIC-ANDE, San Jose, Costa Rica, July 13-17, 2026</i>, 2026, pp. 1619–1622, doi: <a href=\"https://doi.org/10.1145/3795101.3814667\">10.1145/3795101.3814667</a>.","chicago":"Fudali, Fabian, Urban Skvorc, Christian Grimme, and Jakob Bossek. “Inexact Sorting in the USGS Operator for the Bi-Objective Minimum Spanning Tree Problem.” In <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2026, Centro Internacional de Convenciones CIC-ANDE, San Jose, Costa Rica, July 13-17, 2026</i>, edited by Leonardo Trujillo and Ting Hu, 1619–1622. ACM, 2026. <a href=\"https://doi.org/10.1145/3795101.3814667\">https://doi.org/10.1145/3795101.3814667</a>.","short":"F. Fudali, U. Skvorc, C. Grimme, J. Bossek, in: L. Trujillo, T. Hu (Eds.), Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2026, Centro Internacional de Convenciones CIC-ANDE, San Jose, Costa Rica, July 13-17, 2026, ACM, 2026, pp. 1619–1622.","mla":"Fudali, Fabian, et al. “Inexact Sorting in the USGS Operator for the Bi-Objective Minimum Spanning Tree Problem.” <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2026, Centro Internacional de Convenciones CIC-ANDE, San Jose, Costa Rica, July 13-17, 2026</i>, edited by Leonardo Trujillo and Ting Hu, ACM, 2026, pp. 1619–1622, doi:<a href=\"https://doi.org/10.1145/3795101.3814667\">10.1145/3795101.3814667</a>.","ama":"Fudali F, Skvorc U, Grimme C, Bossek J. Inexact Sorting in the USGS Operator for the Bi-Objective Minimum Spanning Tree Problem. In: Trujillo L, Hu T, eds. <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2026, Centro Internacional de Convenciones CIC-ANDE, San Jose, Costa Rica, July 13-17, 2026</i>. ACM; 2026:1619–1622. doi:<a href=\"https://doi.org/10.1145/3795101.3814667\">10.1145/3795101.3814667</a>","bibtex":"@inproceedings{Fudali_Skvorc_Grimme_Bossek_2026, title={Inexact Sorting in the USGS Operator for the Bi-Objective Minimum Spanning Tree Problem}, DOI={<a href=\"https://doi.org/10.1145/3795101.3814667\">10.1145/3795101.3814667</a>}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2026, Centro Internacional de Convenciones CIC-ANDE, San Jose, Costa Rica, July 13-17, 2026}, publisher={ACM}, author={Fudali, Fabian and Skvorc, Urban and Grimme, Christian and Bossek, Jakob}, editor={Trujillo, Leonardo and Hu, Ting}, year={2026}, pages={1619–1622} }"},"publication":"Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2026, Centro Internacional de Convenciones CIC-ANDE, San Jose, Costa Rica, July 13-17, 2026","department":[{"_id":"819"}],"type":"conference","date_created":"2026-09-16T07:02:24Z","date_updated":"2026-09-16T07:04:07Z","author":[{"full_name":"Fudali, Fabian","last_name":"Fudali","first_name":"Fabian"},{"first_name":"Urban","last_name":"Skvorc","full_name":"Skvorc, Urban","id":"103764"},{"full_name":"Grimme, Christian","first_name":"Christian","last_name":"Grimme"},{"full_name":"Bossek, Jakob","last_name":"Bossek","first_name":"Jakob"}],"year":"2026","status":"public","title":"Inexact Sorting in the USGS Operator for the Bi-Objective Minimum Spanning Tree Problem","editor":[{"full_name":"Trujillo, Leonardo","last_name":"Trujillo","first_name":"Leonardo"},{"full_name":"Hu, Ting","first_name":"Ting","last_name":"Hu"}],"user_id":"15504","doi":"10.1145/3795101.3814667","_id":"67149","language":[{"iso":"eng"}],"publisher":"ACM","page":"1619–1622"},{"intvolume":"     14990","date_updated":"2025-01-23T12:40:32Z","author":[{"full_name":"Seiler, Moritz","first_name":"Moritz","last_name":"Seiler","id":"105520"},{"last_name":"Skvorc","first_name":"Urban","full_name":"Skvorc, Urban","id":"103764"},{"first_name":"Carola","last_name":"Doerr","full_name":"Doerr, Carola"},{"first_name":"Heike","orcid":"0000-0002-9788-8282","last_name":"Trautmann","full_name":"Trautmann, Heike","id":"100740"}],"status":"public","year":"2024","title":"Synergies of Deep and Classical Exploratory Landscape Features for Automated Algorithm Selection","volume":14990,"editor":[{"full_name":"Festa, Paola","last_name":"Festa","first_name":"Paola"},{"full_name":"Ferone, Daniele","last_name":"Ferone","first_name":"Daniele"},{"full_name":"Pastore, Tommaso","first_name":"Tommaso","last_name":"Pastore"},{"full_name":"Pisacane, Ornella","last_name":"Pisacane","first_name":"Ornella"}],"user_id":"15504","doi":"10.1007/978-3-031-75623-8_29","_id":"58335","language":[{"iso":"eng"}],"series_title":"Lecture Notes in Computer Science","publisher":"Springer","page":"361–376","citation":{"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>.","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.","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>","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>.","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>","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} }","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>."},"publication":"Learning and Intelligent Optimization - 18th International Conference, LION 18, Ischia Island, Italy, June 9-13, 2024, Revised Selected Papers","department":[{"_id":"819"}],"type":"conference","date_created":"2025-01-23T12:39:37Z"},{"page":"137–153","publisher":"Springer","_id":"60132","language":[{"iso":"eng"}],"series_title":"Lecture Notes in Computer Science","user_id":"15504","doi":"10.1007/978-3-031-70068-2_9","volume":15149,"editor":[{"full_name":"Affenzeller, Michael","last_name":"Affenzeller","first_name":"Michael"},{"last_name":"Winkler","first_name":"Stephan M.","full_name":"Winkler, Stephan M."},{"last_name":"Kononova","first_name":"Anna V.","full_name":"Kononova, Anna V."},{"full_name":"Trautmann, Heike","first_name":"Heike","last_name":"Trautmann"},{"first_name":"Tea","last_name":"Tusar","full_name":"Tusar, Tea"},{"full_name":"Machado, Penousal","last_name":"Machado","first_name":"Penousal"},{"full_name":"Bäck, Thomas","first_name":"Thomas","last_name":"Bäck"}],"title":"Learned Features vs. Classical ELA on Affine BBOB Functions","year":"2024","status":"public","author":[{"id":"105520","last_name":"Seiler","first_name":"Moritz","full_name":"Seiler, Moritz"},{"id":"103764","first_name":"Urban","last_name":"Skvorc","full_name":"Skvorc, Urban"},{"full_name":"Cenikj, Gjorgjina","last_name":"Cenikj","first_name":"Gjorgjina"},{"first_name":"Carola","last_name":"Doerr","full_name":"Doerr, Carola"},{"full_name":"Trautmann, Heike","orcid":"0000-0002-9788-8282","first_name":"Heike","last_name":"Trautmann","id":"100740"}],"date_updated":"2025-06-04T12:49:30Z","intvolume":"     15149","date_created":"2025-06-04T12:48:56Z","type":"conference","publication":"Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part II","citation":{"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>.","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>","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.","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>.","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>.","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} }","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>"}}]
