Reproducibility in Evolutionary Computation

• Reproducibility of the NeurIPS 2020 Black-Box Optimization Challenge: Re-evaluating Competition Submissions

  2026 conference-paper Computer Science Machine Learning and Data Classification Open access

  0

  citations
• Assessing Reproducibility in Evolutionary Computation

  2026 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Decision Sciences Scientific Computing and Data Management Open access

  0

  citations
• BLADE: Benchmark suite for LLM-driven Automated Design and Evolution of iterative optimisation heuristics

  2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  5

  citations
• Large-Scale Benchmarking of Metaphor-Based Optimization Heuristics

  2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  22

  citations
• Optimizing With Low Budgets: A Comparison on the Black-Box Optimization Benchmarking Suite and OpenAI Gym

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

  10

  citations
• Modular Differential Evolution

  2023 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  24

  citations
• Using Affine Combinations of BBOB Problems for Performance Assessment

  2023 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  10

  citations
• The Importance of Being Constrained: Dealing with Infeasible Solutions in Differential Evolution and Beyond

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

  27

  citations
• Evolutionary Algorithms for Parameter Optimization—Thirty Years Later

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

  86

  citations
• Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms

  2023 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  6

  citations
• OPTION: OPTImization Algorithm Benchmarking ONtology

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

  7

  citations
• Towards verifiable Benchmarks for Reinforcement Learning

  2022 IEEE Conference on Games (CoG) conference-paper Computer Science Reinforcement Learning in Robotics

  3

  citations
• Trajectory-based Algorithm Selection with Warm-starting

  2022 IEEE Congress on Evolutionary Computation (CEC) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  12

  citations
• Analyzing the impact of undersampling on the benchmarking and configuration of evolutionary algorithms

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

  7

  citations

14 results