Benchmarking in Optimization: Best Practice and Open Issues

• 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
• Challenges and opportunities in quantum optimization

  2024 Nature Reviews Physics review Computer Science Quantum Computing Algorithms and Architecture Open access

  186

  citations
• A methodology for comparing optimization algorithms for auto-tuning

  2024 Future Generation Computer Systems article Computer Science Parallel Computing and Optimization Techniques Open access

  11

  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
• Quantum Optimization: Potential, Challenges, and the Path Forward

  2023 report Computer Science Quantum Computing Algorithms and Architecture Open access

  60

  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
• Per-Instance Configuration of the Modularized CMA-ES by Means of Classifier Chains and Exploratory Landscape Analysis

  2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  17

  citations

8 results

• Versatile Black-Box Optimization

  2020 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access

  2

  citations

1 result