---
_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 . <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>'
  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>'
  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} }'
  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>.'
  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>.'
  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.
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'
...