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Disambiguation of "Trautmann, Heike"

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Automated algorithm selection in single-objective continuous optimization: A comparative study of deep learning and landscape analysis methods

, , , and . Lecture Notes in Computer Science, Springer International Publishing, Cham, (2022)

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On the potential of normalized TSP features for automated algorithm selection, , , , , and . Proceedings of the 16th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, New York, NY, USA, ACM, (September 2021)Multi$^3$: Optimizing multimodal single-objective continuous problems in the multi-objective space by means of multiobjectivization, , , , and . Lecture Notes in Computer Science, Springer International Publishing, Cham, (2021)BBE: Basin-based evaluation of multimodal multi-objective optimization problems, , , , , and . Lecture Notes in Computer Science, Springer International Publishing, Cham, (2022)Deep learning as a competitive feature-free approach for automated algorithm selection on the traveling salesperson problem, , , , and . Parallel Problem Solving from Nature -- PPSN XVI, Springer International Publishing, Cham, (2020)HPO $$ ELA: Investigating hyperparameter optimization landscapes by means of exploratory landscape analysis, , , , , and . Lecture Notes in Computer Science, Springer International Publishing, Cham, (2022)Automated algorithm selection: Survey and perspectives, , , and . Evol. Comput., 27 (1): 3--45 (2019)Automated algorithm selection on continuous black-box problems by combining Exploratory Landscape Analysis and machine learning, and . Evol. Comput., 27 (1): 99--127 (2019)Per-instance configuration of the modularized CMA-ES by means of classifier chains and exploratory landscape analysis, , , , and . 2020 IEEE Symposium Series on Computational Intelligence (SSCI), IEEE, (December 2020)Evolving diverse TSP instances by means of novel and creative mutation operators, , , , , and . Proceedings of the 15th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, New York, NY, USA, ACM, (August 2019)The objective that freed me: a multi-objective local search approach for continuous single-objective optimization, , , , , and . Nat. Comput., (September 2022)