Jacob de Nobel
PhD candidate
- Name
- J.P. de Nobel MSc
- Telephone
- +31 71 527 4799
- j.p.de.nobel@liacs.leidenuniv.nl
PhD candidate
- Science
- Leiden Inst of Advanced Computer Science
- 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, 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 July 2023 - 19 July 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 July 2023 - 19 July 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 July 2023 - 5 July 2023: Institute of Electrical and Electronics Engineers (IEEE). 972-981.
- 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. (Eds.), Lecture notes in computer science. 17th International Conference, PPSN 2022 10 September 2022 - 14 September 2022. Lecture Notes in Computer Science no. 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 July 2022 - 23 July 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. (Ed.), Genetic and Evolutionary Computation Conference, Companion Volume. GECCO '21: Genetic and Evolutionary Computation Conference 10 July 2021 - 14 July 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. (Ed.), GECCO '21: Proceedings of the Genetic and Evolutionary Computation Conference. GECCO '21: Genetic and Evolutionary Computation Conference 10 July 2021 - 14 July 2021: ACM. 510-518.