Publications 2018-2025
Toutes
Articles de revues
Communications
Autres Publications
2025
2024
2023
C. Doerr, H. Wang, D. Vermetten, Th. Bäck, J. De Nobel, F. Ye : “Benchmarking and analyzing iterative optimization heuristics with IOHprofiler ”, GECCO '23 Companion: Proceedings of the Companion Conference on Genetic and Evolutionary Computation, Lisbon, Portugal, pp. 938-945, (ACM) (2023)D. Vermetten, F. Ye, C. Doerr : “Using Affine Combinations of BBOB Problems for Performance Assessment ”, Proceedings of the Genetic and Evolutionary Computation Conference, Lisbon, Portugal, pp. 873-881, (ACM), (ISBN: 9798400701191) (2023)D. Vermetten, F. Ye, Th. Bäck, C. Doerr : “MA-BBOB: Many-Affine Combinations of BBOB Functions for Evaluating AutoML Approaches in Noiseless Numerical Black-Box Optimization Contexts ”, Proceedings of Machine Learning Research (PMLR), Potsdam, Germany (2023)
2022
H. Wang, D. Vermetten, F. Ye, C. Doerr, Th. Bäck : “IOHanalyzer: Detailed Performance Analyses for Iterative Optimization Heuristics ”, ACM Transactions on Evolutionary Learning and Optimization, vol. 2 (1), pp. 3:1-3:29, (ACM) (2022)F. Ye, C. Doerr, H. Wang, Th. Bäck : “Automated Configuration of Genetic Algorithms by Tuning for Anytime Performance ”, IEEE Transactions on Evolutionary Computation, vol. 26 (6), pp. 1526-1538, (Institute of Electrical and Electronics Engineers) (2022)F. Ye, D. Vermetten, C. Doerr, Th. Bäck : “Non-Elitist Selection Can Improve the Performance of Irace ”, 17th Proceedings of Parallel Problem Solving from Nature - (PPSN) 2022, Dortmund, Germany, pp. 32-45 (2022)C. Doerr, H. Wang, D. Vermetten, Th. Bäck, J. De Nobel, F. Ye : “Benchmarking and analyzing iterative optimization heuristics with IOHprofiler (GECCO’22 tutorial slides) ”, (2022)
2021
2020
F. Ye, H. Wang, C. Doerr, Th. Bäck : “Benchmarking a $$(\mu +\lambda )$$ Genetic Algorithm with Configurable Crossover Probability ”, Parallel Problem Solving from Nature – PPSN XVI (PPSN 2020), vol. 12270, Lecture Notes in Computer Science, Leiden, Netherlands, pp. 699-713, (Springer) (2020)C. Doerr, F. Ye, N. Horesh, H. Wang, O. Shir, Th. Bäck : “Benchmarking discrete optimization heuristics with IOHprofiler ”, Applied Soft Computing, vol. 88, pp. 106027, (Elsevier) (2020)
2019
C. Doerr, F. Ye, N. Horesh, H. Wang, O. Shir, Th. Bäck : “Benchmarking discrete optimization heuristics with IOHprofiler ”, GECCO '19: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Prague, Czechia, pp. 1798-1806, (ACM Press) (2019)F. Ye, C. Doerr, Th. Bäck : “Interpolating Local and Global Search by Controlling the Variance of Standard Bit Mutation ”, 2019 IEEE Congress on Evolutionary Computation (CEC), Wellington, New Zealand, pp. 2292-2299, (IEEE) (2019)
2018