Deep-ELA: Deep Exploratory Landscape Analysis with Self-Supervised Pretrained Transformers for Single- and Multi-Objective Continuous Optimization Problems
M. Seiler, P. Kerschke, H. Trautmann, Evolutionary Computation (2025) 1–27.
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Evolutionary Computation
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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
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
@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} }
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.
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.
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.
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