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Quantifying Individual and Joint Module Impact in Modular Optimization Frameworks2024 IEEE Congress on Evolutionary Computation (CEC) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Nikolikj, Ana Kostovska, Diederick Vermetten, Carola Doerr, Tome Eftimov
6citations -
Transfer Learning of Surrogate Models via Domain Affine Transformation2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang
5citations -
Transfer Learning of Surrogate Models: Integrating Domain Warping and Affine Transformations2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang
3citations -
Transfer Learning of Surrogate Models via Domain Affine Transformation Across Synthetic and Real-World Benchmarks2025 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang
2citations -
Transfer Learning of Surrogate Models: Integrating Domain Warping and Affine Transformations2025 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang
0citations -
Challenges of ELA-based Function Evolution using Genetic Programming - Reproducability files2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Evolutionary Algorithms and Applications Open access
Fu Xing Long, Diederick Vermetten, Anna V. Kononova, Roman Kalkreuth, Kaifeng Yang, Thomas Bäck, +1 more
0citations -
Challenges of ELA-based Function Evolution using Genetic Programming - Reproducability files2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Evolutionary Algorithms and Applications Open access
Fu Xing Long, Diederick Vermetten, Anna V. Kononova, Roman Kalkreuth, Kaifeng Yang, Thomas Bäck, +1 more
0citations -
Benchmarking that Matters: Rethinking Benchmarking in Continuous Optimisation for Practical Impact2026 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research
Anna V. Kononova, Bas van Stein, Olaf Mersmann, Thomas Bäck, Thomas Bartz–Beielstein, Tobias Glasmachers, +11 more
3citations -
LLM Driven Design of Continuous Optimization Problems with Controllable High-Level Properties2026 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research
Urban Škvorc, Bas van Stein, Moritz Vinzent Seiler, Britta Grimme, Thomas Bäck, Heike Trautmann
0citations -
Landscape-Aware Automated Algorithm Configuration using Multi-output Mixed Regression and Classification2024 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access
Fu Xing Long, Moritz A. Frenzel, Markus Gitterle, Thomas Bäck, Bas van Stein
0citations -
Impact of Training Instance Selection on Automated Algorithm Selection Models for Numerical Black-box Optimization2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Konstantin Dietrich, Diederick Vermetten, Carola Doerr, Pascal Kerschke
9citations