Papers matching “surrogate-based optimization” 28
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Trailing-Edge Noise Reduction using Porous Treatment and Surrogate-based Global Optimization2023 arXiv (Cornell University) preprint Engineering Aerodynamics and Acoustics in Jet Flows Open access
Jan Rottmayer, Emre Özkaya, Sutharsan Satcunanathan, Beckett Yx Zhou, Max Aehle, Nicolas R. Gauger, +3 more
0citations -
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 -
Development of a Surrogate-Based Optimization Framework for Hydrogen Burner Design2026 RWTH Publications (RWTH Aachen) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Luca Valentin Juris, S. Nerzak, Johannes Wilhelm Willkomm, Gustavo Melo, Michael Gauding, Heinz G. Pitsch, +1 more
0citations -
Exploring Dimensionality Reduction Techniques for Efficient Surrogate-Assisted optimization2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Sibghat Ullah, Duc Anh Nguyen, Hao Wang, Stefan Menzel, Bernhard Sendhoff, Thomas Bäck
17citations -
Data for: Enhancing Feasibility of Cost-Optimal Energy Systems in Surrogate-Assisted Design Optimization2026 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Integrated Energy Systems Optimization Open access
Boyung Jürgens, Reents Konrad, Nils Baumeister, Hagen Seele, Hendrik Schricker, Niklas V. von der Assen
0citations -
Data for: Enhancing Feasibility of Cost-Optimal Energy Systems in Surrogate-Assisted Design Optimization2026 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Integrated Energy Systems Optimization Open access
Boyung Jürgens, Reents Konrad, Nils Baumeister, Hagen Seele, Hendrik Schricker, Niklas V. von der Assen
0citations -
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: 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 -
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 -
Optimistic NAUTILUS navigator for multiobjective optimization with costly function evaluations2022 Journal of Global Optimization article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Bhupinder Singh Saini, Michael Emmerich, Atanu Mazumdar, Bekir Afşar, Babooshka Shavazipour, Kaisa Miettinen
5citations -
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 -
Parallel multi-objective optimization for expensive and inexpensive objectives and constraints2024 Swarm and Evolutionary Computation article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Roy de Winter, Bas Milatz, Julian Blank, Bas van Stein, Thomas Bäck, Kalyanmoy Deb
18citations -
Comparative Evaluation of Optimization Algorithms for Automatic Build Orientation for Powder Bed Fusion of Metals Using a Laser Beam2023 Springer tracts in additive manufacturing conference-paper Engineering Additive Manufacturing Materials and Processes Open access
Leonie Pauline Pletzer-Zelgert, Sebastian Dirks, Corinna Müller, Johannes Henrich Schleifenbaum
0citations