How the Move Acceptance Hyper-Heuristic Copes With Local Optima: Drastic
Differences Between Jumps and CliffsAnnual Conference on Genetic and Evolutionary Computation (GECCO), 2023 |
Using Automated Algorithm Configuration for Parameter ControlFoundations of Genetic Algorithms (FOGA), 2023 |
Runtime Analysis for the NSGA-II: Provable Speed-Ups From CrossoverAAAI Conference on Artificial Intelligence (AAAI), 2022 |
From Understanding Genetic Drift to a Smart-Restart Mechanism for
Estimation-of-Distribution AlgorithmsJournal of machine learning research (JMLR), 2022 |
Lazy Parameter Tuning and Control: Choosing All Parameters Randomly From
a Power-Law DistributionAnnual Conference on Genetic and Evolutionary Computation (GECCO), 2021 |
Theoretical Analyses of Multiobjective Evolutionary Algorithms on
Multimodal ObjectivesEvolutionary Computation (Evol. Comput.), 2020 |