Model-based genetic algorithms for algorithm configuration

• Sparkle: Toward Accessible Meta-Algorithmics for Improving the State of the Art in Solving Challenging Problems

  2022 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

  2

  citations
• Exact stochastic constraint optimisation with applications in network analysis

  2021 Artificial Intelligence article Computer Science Constraint Satisfaction and Optimization Open access

  5

  citations
• Greybox Algorithm Configuration

  2021 conference-paper Computer Science Machine Learning and Data Classification Open access

  0

  citations
• Tuning as a means of assessing the benefits of new ideas in interplay with existing algorithmic modules

  2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  49

  citations
• Combining sequential model-based algorithm configuration with default-guided probabilistic sampling

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

  2

  citations
• Golden parameter search

  2020 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access cited by 1 patent

  12

  citations
• Advanced statistical analysis of empirical performance scaling

  2020 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Parallel Computing and Optimization Techniques

  2

  citations
• Model-Based Algorithm Configuration with Default-Guided Probabilistic Sampling

  2020 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research

  5

  citations

8 results