ParamILS: An Automatic Algorithm Configuration Framework

• Mixture-of-experts enhanced dynamic algorithm configuration for multi-objective flexible job shop scheduling

  2026 Expert Systems with Applications article Engineering Scheduling and Optimization Algorithms Open access

  0

  citations
• Automated Algorithm Configuration of $$\alpha $$, $$\beta $$-CROWN

  2026 Lecture notes in computer science conference-paper Computer Science Formal Methods in Verification

  0

  citations
• Instance Selection Methods in Automated Algorithm Configuration

  2026 The European Journal on Artificial Intelligence article Computer Science Machine Learning and Data Classification Open access

  0

  citations
• Controlling Sequential Hybrid Evolutionary Algorithm by Q-Learning [Research Frontier] [Research Frontier]

  2023 IEEE Computational Intelligence Magazine article Computer Science Metaheuristic Optimization Algorithms Research Open access

  27

  citations
• 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
• Improving the performance of stochastic local search for maximum vertex weight clique problem using programming by optimization

  2022 Expert Systems with Applications article Computer Science Metaheuristic Optimization Algorithms Research Open access

  2

  citations
• Speeding up neural network robustness verification via algorithm configuration and an optimised mixed integer linear programming solver portfolio

  2022 Machine Learning article Computer Science Adversarial Robustness in Machine Learning Open access

  7

  citations
• Automated configuration of genetic algorithms by tuning for anytime performance

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

  0

  citations
• Automated Configuration of Genetic Algorithms by Tuning for Anytime Performance

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

  22

  citations
• Metalearning for Hyperparameter Optimization

  2022 Cognitive technologies book-chapter Computer Science Machine Learning and Data Classification Open access

  8

  citations
• Non-elitist Selection Can Improve the Performance of Irace

  2022 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  1

  citations
• Meta-Learning

  2022 Springer eBooks book-chapter Computer Science Reinforcement Learning in Robotics

  1

  citations
• MultiETSC: automated machine learning for early time series classification

  2021 Data Mining and Knowledge Discovery article Computer Science Time Series Analysis and Forecasting Open access

  9

  citations
• Greybox Algorithm Configuration

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

  0

  citations
• Leveraging Benchmarking Data for Informed One-Shot Dynamic Algorithm Selection

  2021 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access

  0

  citations
• Bridging the Gap between Scheduling and Control of Distributed Energy Resources: Dynamic Parametrization of a Metaheuristic Method

  2020 International Conference on Power Science and Engineering (ICPSE) conference-paper Engineering Smart Grid Energy Management

  0

  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
• Automated Configuration of Negotiation Strategies

  2020 Adaptive Agents and Multi-Agents Systems conference-paper Computer Science Multi-Agent Systems and Negotiation Open access

  1

  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

19 results