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Kirill Antonov
Kirill Antonov
PhD student, Leiden University
E-mail confirmado em liacs.leidenuniv.nl
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Offspring population size matters when comparing evolutionary algorithms with self-adjusting mutation rates
A Rodionova, K Antonov, A Buzdalova, C Doerr
Proceedings of the Genetic and Evolutionary Computation Conference, 855-863, 2019
152019
Evolutionary algorithms for parameter optimization—thirty years later
THW Bäck, AV Kononova, B van Stein, H Wang, KA Antonov, ...
Evolutionary Computation 31 (2), 81-122, 2023
132023
High dimensional Bayesian optimization with kernel principal component analysis
K Antonov, E Raponi, H Wang, C Doerr
International Conference on Parallel Problem Solving from Nature, 118-131, 2022
62022
Blending Dynamic Programming with Monte Carlo Simulation for Bounding the Running Time of Evolutionary Algorithms
K Antonov, M Buzdalov, A Buzdalova, C Doerr
2021 IEEE Congress on Evolutionary Computation (CEC), 878-885, 2021
42021
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
Curing ill-Conditionality via Representation-Agnostic Distance-Driven Perturbations
K Antonov, AV Kononova, T Bäck, N van Stein
Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic …, 2023
2023
New solutions to Cooke triplet problem via analysis of attraction basins
K Antonov, T Botari, T Tukker, T Bäck, N van Stein, AV Kononova
Digital Optical Technologies 2023 12624, 131-143, 2023
2023
Mutation Rate Control in the Evolutionary Algorithm with a Self-adjusting Lower Bound
K Antonov, A Buzdalova, C Doerr
International Conference on Mathematical Optimization Theory and Operations …, 2020
2020
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