| A Deep Dive into Effects of Structural Bias on CMA-ES Performance along Affine Trajectories N van Stein, SL Thomson, AV Kononova arXiv preprint arXiv:2404.17323, 2024 | | 2024 |
| A Functional Analysis Approach to Symbolic Regression K Antonov, R Kalkreuth, K Yang, T Bäck, N van Stein, AV Kononova arXiv preprint arXiv:2402.06299, 2024 | | 2024 |
| A hierarchical evolutionary algorithm with noisy fitness in structural optimization problems F Neri, AV Kononova, G Delvecchio, MS Labini, AV Uglanov Applications of Evolutionary Computing: EvoWorkkshops 2005: EvoBIO …, 2005 | 3 | 2005 |
| Addressing the multiplicity of solutions in optical lens design as a niching evolutionary algorithms computational challenge AV Kononova, OM Shir, T Tukker, P Frisco, S Zeng, T Bäck The Genetic and Evolutionary Computation Conference (GECCO 2021), 1596-1604, 2021 | 5 | 2021 |
| Advances in computational intelligence (UKCI 2012) AV Kononova, P De Wilde, GM Coghill Soft Computing 17, 2181-2183, 2013 | | 2013 |
| AI for Expensive Optimization Problems in Industry N van Stein, R de Winter, T Bäck, AV Kononova 2023 IEEE Conference on Artificial Intelligence (CAI), 251-254, 2023 | | 2023 |
| An efficient contesting procedure for AutoML optimization DA Nguyen, AV Kononova, S Menzel, B Sendhoff, T Bäck IEEE Access 10, 75754-75771, 2022 | 4 | 2022 |
| Analysis of modular CMA-ES on strict box-constrained problems in the SBOX-COST benchmarking suite D Vermetten, M López-Ibáñez, O Mersmann, R Allmendinger, ... Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023 | 5 | 2023 |
| Analysis of one complex unreliable system AV Kononova, AV Uglanov, F Neri, IV Semushin Next Generation Concurrent Engineering: Smart and Concurrent Integration of …, 2005 | | 2005 |
| Analysis of structural bias in differential evolution configurations D Vermetten, B van Stein, AV Kononova, F Caraffini Differential evolution: From theory to practice, 1-22, 2022 | 13 | 2022 |
| Angling for Causality behind Security: Natural Causes of Armed Conflict in Iraq N Malekovic, M Vonk, L Birkman, T Sweijs, A Kononova, T Baeck Preprints, 2024 | | 2024 |
| Auto-rep: an automated regression pipeline approach for high-efficiency earthquake prediction using lanl data F Yang, M Kefalas, M Koch, AV Kononova, Y Qiao, T Bäck 2022 14th International Conference on Computer and Automation Engineering …, 2022 | 1 | 2022 |
| Avoiding Redundant Restarts in Multimodal Global Optimization J de Nobel, D Vermetten, AV Kononova, OM Shir, T Bäck arXiv preprint arXiv:2405.01226, 2024 | | 2024 |
| BBOB instance analysis: Landscape properties and algorithm performance across problem instances FX Long, D Vermetten, B van Stein, AV Kononova International Conference on the Applications of Evolutionary Computation …, 2023 | 15 | 2023 |
| Benchmarking the Status of Default Pseudorandom Number Generators in Common Programming Languages N Honert, D Vermetten, AV Kononova arXiv preprint arXiv:2109.12997, 2021 | 1* | 2021 |
| Bias: A toolbox for benchmarking structural bias in the continuous domain D Vermetten, B van Stein, F Caraffini, LL Minku, AV Kononova IEEE Transactions on Evolutionary Computation 26 (6), 1380-1393, 2022 | 22 | 2022 |
| Biophysics-inspired spike rate adaptation for computationally efficient phenomenological nerve modeling J de Nobel, SSM Martens, JJ Briaire, THW Bäck, AV Kononova, ... Hearing Research 447, 109011, 2024 | | 2024 |
| Can compact optimisation algorithms be structurally biased? AV Kononova, F Caraffini, H Wang, T Bäck International Conference on Parallel Problem Solving from Nature, 229-242, 2020 | 19 | 2020 |
| Can single solution optimisation methods be structurally biased? AV Kononova, F Caraffini, H Wang, T Bäck 2020 IEEE Congress on Evolutionary Computation (CEC), 1-9, 2020 | 14 | 2020 |
| Challenges of ELA-guided function evolution using Genetic Programming FX Long, D Vermetten, AV Kononova, R Kalkreuth, K Yang, T Bäck, ... Proceedings of the 15th International Joint Conference on Computational …, 2023 | 6 | 2023 |
Thomas BäckProfessor of Computer Science, Leiden University; Chief Scientist, NORCE Research Centre, NorwayVerified email at liacs.leidenuniv.nl