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Strategy Synthesis for POMDPs in Robot Planning via Game-Based Abstractions2020 IEEE Transactions on Automatic Control article Computer Science Formal Methods in Verification Open access
Leonore Winterer, Sebastian Junges, Ralf Wimmer, Nils Jansen, Ufuk Topcu, Joost-Pieter Katoen, +1 more
13citations -
A Newton Method for Hausdorff Approximations of the Pareto Front Within Multiobjective Evolutionary Algorithms2024 IEEE Transactions on Evolutionary Computation article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Hao Wang, Angel E. Rodríguez-Fernandez, Lourdes Uribe, Andre H. Deutz, Oziel Cortés-Piña, Oliver Schütze
12citations -
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
11citations -
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 -
Analyzing the impact of undersampling on the benchmarking and configuration of evolutionary algorithms2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Diederick Vermetten, Hao Wang, Manuel López‐Ibáñez, Carola Doerr, Thomas Bäck
7citations -
Benchmarking Pathology Feature Extractors for Whole Slide Image Classification2023 St Andrews Research Repository (St Andrews Research Repository) conference-paper Computer Science AI in cancer detection Open access
Georg Wölflein, Dyke Ferber, Asier Rabasco Meneghetti, Omar S. M. El Nahhas, Daniel Truhn, Zunamys Itzell Carrero, +3 more
7citations -
Reversible training of waveguide-based AND/OR gates for optically driven artificial neural networks using photochromic molecules2021 Journal of Physics D Applied Physics article Computer Science Neural Networks and Reservoir Computing Open access
Seon‐Young Rhim, Giovanni Ligorio, Felix Hermerschmidt, Michael Pätzel, Martin Herder, Stefan Hecht, +1 more
7citations