Comparing results of 31 algorithms from the black-box optimization benchmarking BBOB-2009

• Surrogate-based automated hyperparameter optimization for expensive automotive crashworthiness optimization

  2025 Structural and Multidisciplinary Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

  10

  citations
• Generating Cheap Representative Functions for Expensive Automotive Crashworthiness Optimization

  2024 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

  8

  citations
• IOHexperimenter: Benchmarking Platform for Iterative Optimization Heuristics

  2023 Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

  35

  citations
• Evolutionary Algorithms for Parameter Optimization—Thirty Years Later

  2023 Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

  86

  citations
• OPTION: OPTImization Algorithm Benchmarking ONtology

  2022 IEEE Transactions on Evolutionary Computation article Computer Science Semantic Web and Ontologies Open access

  7

  citations
• Learning the characteristics of engineering optimization problems with applications in automotive crash

  2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  31

  citations
• Unsupervised strategies for identifying optimal parameters in Quantum Approximate Optimization Algorithm

  2022 EPJ Quantum Technology article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 1 patent

  43

  citations
• IOHanalyzer: Detailed Performance Analyses for Iterative Optimization Heuristics

  2022 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

  61

  citations
• Evolving Virtual Embodied Agents Using External Artifact Evaluations

  2021 Communications in computer and information science conference-paper Computer Science Evolutionary Algorithms and Applications

  0

  citations
• Integrated vs. sequential approaches for selecting and tuning CMA-ES variants

  2020 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  12

  citations
• Towards dynamic algorithm selection for numerical black-box optimization

  2020 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  18

  citations

11 results