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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 -
Beating classical heuristics for the binary paint shop problem with the quantum approximate optimization algorithm2021 Physical Review A article Computer Science Quantum Computing Algorithms and Architecture Open access
Michael Streif, Sheir Yarkoni, Andrea Skolik, Florian Neukart, Martin Leib
40citations -
End-to-end quantum algorithm for topology optimization in structural mechanics2026 Quantum Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access
Leonhard Hölscher, Oliver Ahrend, Lukas Karch, Carlotta L'Estocq, Marc Marfany Andreu, Tobias Stollenwerk, +2 more
1citations -
GPU-accelerated simulations of quantum annealing and the quantum approximate optimization algorithm2022 Computer Physics Communications article Computer Science Quantum Computing Algorithms and Architecture Open access
Dennis Willsch, Madita Willsch, Fengping Jin, Kristel F. L. Michielsen, Hans A. De Raedt
37citations -
Hybridization of an evolutionary algorithm and simulations of co-evolutionary design processes for early-stage building spatial design optimization2021 Automation in Construction article Engineering Architecture and Computational Design Open access
Sjonnie Boonstra, Koen van der Blom, Hèrm Hofmeyer, Michael Emmerich
29citations -
Automatic preference based multi-objective evolutionary algorithm on vehicle fleet maintenance scheduling optimization2021 Swarm and Evolutionary Computation article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Yali Wang, Steffen Limmer, Markus Olhofer, Michael Emmerich, Thomas Bäck
24citations -
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 -
A survey of features used for representing black-box single-objective continuous optimization2026 Swarm and Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access
Gjorgjina Cenikj, Ana Nikolikj, Gašper Petelin, Bas van Stein, Carola Doerr, Tome Eftimov
3citations -
Optimizing With Low Budgets: A Comparison on the Black-Box Optimization Benchmarking Suite and OpenAI Gym2023 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access
Elena Raponi, Nathanaël Carraz Rakotonirina, Jérémy Rapin, Carola Doerr, Olivier Teytaud
10citations