November 26, 2018 article Automated Algorithm Selection: Survey and Perspectives Evolutionary Computation DOI: 10.1162/evco_a_00242 OpenAlex Authors 0 Author list not loaded yet. Cited by 38 stored of 440 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access 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 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 A study on the effects of normalized TSP features for automated algorithm selection 2022 Theoretical Computer Science article Computer Science Metaheuristic Optimization Algorithms Research 16 citations AutoML Loss Landscapes 2022 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Machine Learning and Data Classification cited by 1 patent 16 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 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 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 BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems 2022 Lecture notes in computer science conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access 2 citations Per-run Algorithm Selection with Warm-Starting Using Trajectory-Based Features 2022 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access 38 citations Meta-Learning 2022 Springer eBooks book-chapter Computer Science Reinforcement Learning in Robotics 1 citations Improved Automated CASH Optimization with Tree Parzen Estimators for Class Imbalance Problems 2021 IEEE International Conference on Data Science and Advanced Analytics (DSAA) conference-paper Computer Science Machine Learning and Data Classification Open access 12 citations Peeking beyond peaks: Challenges and research potentials of continuous multimodal multi-objective optimization 2021 Computers & Operations Research article Computer Science Advanced Multi-Objective Optimization Algorithms Open access 35 citations Leveraging benchmarking data for informed one-shot dynamic algorithm selection 2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access 4 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 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 Versatile black-box optimization 2020 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access 26 citations Versatile Black-Box Optimization 2020 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access 2 citations 21–38 of 38 ← Previous Page 2 / 2 References 0