[{"language":[{"iso":"eng"}],"_id":"60220","page":"1-27","doi":"https://doi.org/10.1162/evco_a_00367","user_id":"15504","author":[{"id":"105520","last_name":"Seiler","first_name":"Moritz","full_name":"Seiler, Moritz"},{"last_name":"Kerschke","first_name":"Pascal","full_name":"Kerschke, Pascal"},{"first_name":"Heike","orcid":"0000-0002-9788-8282","last_name":"Trautmann","full_name":"Trautmann, Heike","id":"100740"}],"year":"2025","status":"public","title":"Deep-ELA: Deep Exploratory Landscape Analysis with Self-Supervised Pretrained Transformers for Single- and Multi-Objective Continuous Optimization Problems ","date_updated":"2025-06-16T12:24:15Z","date_created":"2025-06-16T12:20:20Z","department":[{"_id":"819"}],"type":"journal_article","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 . <i>Evolutionary Computation</i>. Published online 2025:1-27. doi:<a href=\"https://doi.org/10.1162/evco_a_00367\">https://doi.org/10.1162/evco_a_00367</a>","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={<a href=\"https://doi.org/10.1162/evco_a_00367\">https://doi.org/10.1162/evco_a_00367</a>}, journal={Evolutionary Computation}, author={Seiler, Moritz and Kerschke, Pascal and Trautmann, Heike}, year={2025}, pages={1–27} }","mla":"Seiler, Moritz, et al. “Deep-ELA: Deep Exploratory Landscape Analysis with Self-Supervised Pretrained Transformers for Single- and Multi-Objective Continuous Optimization Problems .” <i>Evolutionary Computation</i>, 2025, pp. 1–27, doi:<a href=\"https://doi.org/10.1162/evco_a_00367\">https://doi.org/10.1162/evco_a_00367</a>.","short":"M. Seiler, P. Kerschke, H. Trautmann, Evolutionary Computation (2025) 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 .” <i>Evolutionary Computation</i>, 2025, 1–27. <a href=\"https://doi.org/10.1162/evco_a_00367\">https://doi.org/10.1162/evco_a_00367</a>.","apa":"Seiler, M., Kerschke, P., &#38; Trautmann, H. (2025). Deep-ELA: Deep Exploratory Landscape Analysis with Self-Supervised Pretrained Transformers for Single- and Multi-Objective Continuous Optimization Problems . <i>Evolutionary Computation</i>, 1–27. <a href=\"https://doi.org/10.1162/evco_a_00367\">https://doi.org/10.1162/evco_a_00367</a>","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 ,” <i>Evolutionary Computation</i>, pp. 1–27, 2025, doi: <a href=\"https://doi.org/10.1162/evco_a_00367\">https://doi.org/10.1162/evco_a_00367</a>."},"publication":"Evolutionary Computation"}]