Jacob de Nobel
Onderzoeker
- Naam
- J.P. de Nobel MSc
- Telefoon
- 071 5274799
- j.p.de.nobel@liacs.leidenuniv.nl
Onderzoeker
- Wiskunde en Natuurwetenschappen
- Leiden Inst of Advanced Computer Science
- Vonk M.C., Vermetten D.L., Nobel J.P. de, Brand S., Malekovic N., Bäck T.H.W., Laarman A.W. & Kononova A.V. (2025), Optimizing causal interventions in hybrid bayesian networks: a discretization, knowledge compilation, and heuristic optimization approach. Lesot M.J., Vieira S., Reformat M.Z., Carvalho J.P., Batista F., Bouchon-Meunier B. & Yager R.R. (red.), Information Processing and Management of Uncertainty in Knowledge-Based Systems. IPMU 2024. International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU) 22 juli 2024 - 26 juli 2024. Lecture Notes in Networks and Systems nr. 1174. Cham: Springer. 245–256.
- Nobel J.P. de, Ye F., Vermetten D.L., Wang H., Doerr C. & Bäck T.H.W. (2024), IOHexperimenter: benchmarking platform for Iterative Optimization Heuristics, Evolutionary Computation 32(3): 205-210.
- Nobel J.P. de, Martens S.S.M., Briaire J.J., Bäck T.H.W., Kononova A.V. & Frijns J.H.M. (2024), Biophysics-inspired spike rate adaptation for computationally efficient phenomenological nerve modeling, Hearing Research 447: 109011.
- Nobel J.P. de, Vermetten D.L., Kononova A.V., Shir O.M. & Bäck T.H.W. (2024), Avoiding redundant restarts in multimodal global optimization. Affenzeller M., Winkler S.M., Kononova A.V., Trautmann H., Tusar T., Machado P. & Bäck T.H.W. (red.), Parallel problem solving from nature: PPSN XVIII. Parallel Problem Solving from Nature – PPSN XVIII 14 september 2024 - 18 september 2024. Lecture Notes in Computer Science nr. 15149. Cham: Springer. 268–283.
- Ye F., Neumann F., Nobel J.P. de, Neumann A. & Bäck T.H.W. (2024), What performance indicators to use for self-adaptation in multi-objective evolutionary algorithms, GECCO '24: proceedings of the genetic and evolutionary computation conference companion. GECCO '24: Genetic and Evolutionary Computation Conference 14 juli 2024 - 18 juli 2024. New York: Association for computing machinery. 787-795.
- Nobel J.P. de, Kononova A.V., Briaire J.J., Frijns J.H.M. & Bäck T.H.W. (2023), Optimizing stimulus energy for cochlear implants with a machine learning model of the auditory nerve, Hearing Research 432: 108741.
- Thomaser A., Nobel J.P. de, Vermetten D.L., Ye F., Bäck T.H.W. & Kononova A.V. (2023), When to be discrete: analyzing algorithm performance on discretized continuous problems, GECCO '23: Proceedings of the genetic and evolutionary computation conference. GECCO '23 Companion: Companion Conference on Genetic and Evolutionary Computation 15 juli 2023 - 19 juli 2023. New York: Association for Computer Machinery. 856-863.
- Back T.H.W., Kononova A.V., Stein N. van, Wang H., Antonov K., Kalkreuth R.T., Nobel J.P. de, Vermetten D., Winter R. de & Ye F. (2023), Evolutionary algorithms for parameter optimization: thirty years later, Evolutionary Computation 31(2): 81-122.
- Clement F., Vermetten D.L., Nobel J.P. de, Jesus A.D., Paquete L. & Doerr C. (2023), Computing star discrepancies with numerical black-box optimization algorithms, GECCO '23 companion: proceedings of the companion conference on genetic and evolutionary computation. GECCO '23 Companion: Companion Conference on Genetic and Evolutionary Computation 15 juli 2023 - 19 juli 2023. New York, U.S.A.: Association for Computing Machinery. 1330-1338.
- Neumann F., Neumann A, Qian C., Viet Do A., Nobel J.P. de, Vermetten D.L., Ahouei S.S., Ye F., Wang H. & Bäck T.W.H. (2023), Benchmarking algorithms for submodular optimization problems using IOHProfiler, 2023 IEEE Congress on Evolutionary Computation (CEC). 2023 IEEE Congress on Evolutionary Computation (CEC) 1 juli 2023 - 5 juli 2023: Institute of Electrical and Electronics Engineers (IEEE). 972-981.
- Bäck Thomas H. W. Kononova Anna V. van Stein Bas Wang Hao Antonov Kirill A. Kalkreuth Roman T. de Nobel Jacob Vermetten Diederick de Winter Roy Ye Furong (2023), Evolutionary Algorithms for Parameter Optimization—Thirty Years Later, Evolutionary Computation 31(2): 81-122.
- Kostovska A., Jankovic A., Vermetten D.L., Nobel J.P. de, Wang H., Eftimov T. & Doerr C. (2022), Per-run algorithm selection with warm-starting using trajectory-based features. Rudolph G.: Kononova A.V., Aguiree H., Kerschke P., Ochoa G. & Tušar T. (red.), Lecture notes in computer science. 17th International Conference, PPSN 2022 10 september 2022 - 14 september 2022. Lecture Notes in Computer Science nr. 13398. Cham: Springer International Publishing. 46--60.
- Jankovic A., Vermetten D.L., Kostovska A., Nobel J.P. de, Eftimov T. & Doerr C. (2022), Trajectory-based algorithm selection with warm-starting, 2022 IEEE Congress on Evolutionary Computation (CEC). 2022 IEEE Congress on Evolutionary Computation (CEC) 18 juli 2022 - 23 juli 2022: Institute of Electrical and Electronics Engineers (IEEE). 1-8.
- Nobel J.P. de, Vermetten D., Wang H., Doerr C. & Bäck T.H.W. (2021), Tuning as a means of assessing the benefits of new ideas in interplay with existing algorithmic modules. Krawiec K. (red.), Genetic and Evolutionary Computation Conference, Companion Volume. GECCO '21: Genetic and Evolutionary Computation Conference 10 juli 2021 - 14 juli 2021. Lille, France: ACM. 1375-1384.
- Nobel J.P. de, Wang H. & Bäck T.H.W. (2021), Explorative data analysis of time series based algorithm features of CMA-ES variants. Chicano F. (red.), GECCO '21: Proceedings of the Genetic and Evolutionary Computation Conference. GECCO '21: Genetic and Evolutionary Computation Conference 10 juli 2021 - 14 juli 2021: ACM. 510-518.