Papers matching “exploratory landscape analysis” 34
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Sampling on Random Subspaces under Limited Data in the Context of Exploratory Landscape Analysis2026 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Metaheuristic Optimization Algorithms Research Open access
Iván Olarte Rodríguez, Anja Jankovič, Thomas Bäck, Elena Raponi
0citations -
Sampling on Random Subspaces under Limited Data in the Context of Exploratory Landscape Analysis2026 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Metaheuristic Optimization Algorithms Research Open access
Iván Olarte Rodríguez, Anja Jankovič, Thomas Bäck, Elena Raponi
0citations -
Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Raphael Patrick Prager, Heike Trautmann, Hao Wang, Thomas Bäck, Pascal Kerschke
17citations -
Sampling on Random Subspaces Under Limited Data in the Context of Exploratory Landscape Analysis2026 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Iván Olarte Rodríguez, Anja Jankovič, Thomas Bäck, Elena Raponi
0citations -
Does Dimensionality Reduction via Random Projections preserve Landscape Features?2026 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Iván Olarte Rodríguez, Anja Jankovič, Thomas Bäck, Elena Raponi
1citations -
Generating Cheap Representative Functions for Expensive Automotive Crashworthiness Optimization2024 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access
Fu Xing Long, Bas van Stein, Moritz A. Frenzel, Markus Gitterle, Thomas Bäck
8citations -
Learning the characteristics of engineering optimization problems with applications in automotive crash2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Fu Xing Long, Bas van Stein, Moritz A. Frenzel, Markus Gitterle, Thomas Bäck
31citations -
Per-run Algorithm Selection with Warm-starting using Trajectory-based Features2022 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Kostovska, Anja Jankovič, Diederick Vermetten, Jacob de Nobel, Hao Wang, Tome Eftimov, +1 more
2citations -
Surrogate-based automated hyperparameter optimization for expensive automotive crashworthiness optimization2025 Structural and Multidisciplinary Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access
Fu Xing Long, Bas van Stein, Moritz A. Frenzel, Markus Gitterle, Thomas Bäck
10citations -
Real-World Optimization Benchmark from Vehicle Dynamics: Specification of Problems in 2D and Methodology for Transferring (Meta-)Optimized Algorithm Parameters2023 International Joint Conference on Computational Intelligence conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
André Thomaser, Marc-Eric Vogt, Thomas Bäck, Anna V. Kononova
4citations -
The Importance of Landscape Features for Performance Prediction of Modular CMA-ES Variants2022 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Kostovska, Diederick Vermetten, Sašo Džeroski, Carola Doerr, Peter Korošec, Tome Eftimov
1citations -
Mutational heterogeneity of imatinib resistance and efficacy of ripretinib vs sunitinib in patients with gastrointestinal stromal tumor: ctDNA analysis from INTRIGUE.2023 Journal of Clinical Oncology conference-abstract Medicine Gastrointestinal Tumor Research and Treatment
Sebastian Bauer, Robin L. Jones, Suzanne George, Hans A. J. Gelderblom, Patrick Schöffski, Margaret von Mehren, +13 more
16citations -
Per-run Algorithm Selection with Warm-Starting Using Trajectory-Based Features2022 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Kostovska, Anja Jankovič, Diederick Vermetten, Jacob de Nobel, Hao Wang, Tome Eftimov, +1 more
38citations -
PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization - Reproducibility Repository2023 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Kostovska, Gjorgjina Cenikj, Diederick Vermetten, Anja Jankovič, Ana Nikolikj, Urban Škvorc, +3 more
0citations