Papers matching “surrogate-based optimization” in Advanced Multi-Objective Optimization Algorithms 12
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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 -
Multi-surrogate Assisted Efficient Global Optimization for Discrete Problems2022 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms
Qi Huang, Roy de Winter, Bas van Stein, Thomas Bäck, Anna V. Kononova
2citations -
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 -
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 -
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
12 results