Roy de Winter
Promovendus / gast
- Naam
- Dr. R. de Winter
- Telefoon
- 071 5277058
- r.de.winter@liacs.leidenuniv.nl
- ORCID iD
- 0000-0002-0865-4709
Promovendus / gast
- Wiskunde en Natuurwetenschappen
- Leiden Inst of Advanced Computer Science
- Winter R. de, Stein B. van & Bäck T.H.W. (2021), SAMO-COBRA: a fast surrogate assisted constrained multi-objective optimization algorithm. Ishibuchi H., Zhang Q., Cheng R., Li K., Li H., Wang H. & Zhou A. (red.), Evolutionary Multi-Criterion Optimization. 11th International Conference on Evolutionary Multi-Criterion Optimization 28 maart 2021 - 31 maart 2021 nr. 12654. Cham: Springer Nature Switzerland AG 2021. 270-282.
- Winter R. de, Milatz B., Blank J., Stein N. van, Bäck T.H.W. & Deb K. (2024), Parallel multi-objective optimization for expensive and inexpensive objectives and constraints, Swarm and Evolutionary Computation 86: 101508.
- Winter R. de (8 oktober 2024), Efficient constraint multi-objective optimization with applications in ship design (Dissertatie. Leiden Institute of Advanced Computer Science (LIACS), Faculty of Science, Leiden University). Promotor(en) en copromotor(en): Bäck T.H.W., Stein N. van.
- Winter R. de, Bäck T.H.W. & Stein N. van (2024), Modular optimization framework for mixed expensive and inexpensive real-world problems, GECCO '24 companion: 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. 1715-1723.
- Winter R. de, Milatz B., Blank J., Stein N. van, Bäck T.W.H & Deb K. (2024), Hot off the press: parallel multi-objective optimization for expensive and Inexpensive objectives and constraints, GECCO '24 companion: 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. 31-32.
- Winter R. de, Long F.X., Thomaser A.M., Bäck T.H.W., Stein N. van & Kononova A.V. (2024), Landscape analysis based vs. domain-specific optimization for engineering design applications: a clear case, 2024 IEEE Conference on Artificial Intelligence (CAI). The 2024 IEEE Conference on Artificial Intelligence (IEEE CAI 2024) 25 juni 2024 - 27 juni 2024: IEEE. 776-781.
- Milatz B., Winter R. de, Ridder J.D.J., Engeland M. van, Mauro F. & Kana A.A. (2023), Parameter space exploration for the probabilistic damage stability method for dry cargo ships, International Journal of Naval Architecture and Ocean Engineering 15: 100549.
- Stein. N. van, Winter R. de, Bäck T.H.W. & Kononova A. V. (2023), AI for expensive optimization problems in industry, 2023 IEEE Conference on Artificial Intelligence (CAI). 2023 IEEE Conference on Artificial Intelligence 5 juni 2023 - 6 juni 2023: IEEE. 251-254.
- Winter R. de (2023), Parallel constrained multi-objective optimization for ship design damage stability problem with (in)expensive function evaluations. 10th Conference on Computational Methods in Marine Engineering (Marine 2023), Madrid. 27 juni 2023 - 29 juni 2023. [conferentie poster].
- 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.
- 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.
- Rooij L. van, Winter R. de, Kononova A.V. & Stein N. van (2022), Explainable AI for ship design analysis with AIS and static ship data. Vladimir N., Malencia S & Senjanovic. I. (red.), International Symposium on Practical Design of Ships and Other Floating Structures: PRADS 2022 Proceedings. 15th International Symposium on Practical design of ships and other floating structures 9 oktober 2022 - 13 oktober 2022. Zagreb, Croatia: Faculty of Mechanical Engineering and Naval Architecture. 1521-1535.
- Huang Q., Winter R. de, Stein N. van, Bäck T.H.W. & Kononova A.V. (2022), Multi-surrogate assisted efficient global optimization for discrete problems. Ishibuchi H., Kwoh C.K., Tan A.H., Srinivasan D, Miao C., Trivedi A. & Crockett K. (red.), 2022 IEEE Symposium Series on Computational Intelligence (SSCI). 2022 IEEE Symposium Series on Computational Intelligence (SSCI) 4 december 2022 - 7 december 2022: IEEE. 1650-1658.
- Hanse G., Winter R. de, Stein B. van & Bäck T.H.W. (2022), Optimally weighted ensembles for efficient multi-objective optimization. Nicosia G., Ojha V., Malfa E. La, Malfa G. La, Jansen G., Pardalos P.M., Giuffrida G. & Umeton R. (red.), Machine Learning, Optimization, and Data Science. LOD 2021. International Conference on Machine Learning, Optimization, and Data Science LOD 2021 4 oktober 2021 - 8 oktober 2021 nr. 13163. Cham: Springer. 144-156.
- Winter R. de, Bronkhorst P., Stein B. van & Bäck T.H.W. (2022), Constrained multi-objective optimization with a limited budget of function evaluations, Memetic Computing 14: 151-174.
- Winter R. de, Stein B. van & Bäck T.H.W. (2022), Multi-point acquisition function for constraint parallel efficient multi-objective optimization. Fieldsend E.J. (red.), GECCO '22: Proceedings of the genetic and evolutionary computation conference. GECCO '22: Genetic and Evolutionary Computation Conference 9 juli 2022 - 13 juli 2022. New York: Association for Computing Machinery . 511-519.
- Bronkhorst P., Winter R. de, Velner T. & Kana A.A. (2022), Enhancing offshore service vessel concept design by involving seakeeping: developing a framework to efficiently design high performance offshore service vessel concepts. [white paper].
- Muller T, Furustam J., Winter R. de & Bäck T.H.W. (2021), Optimizing Ships Using the Holistic Accelerated Concept Design Methodology. Okada T., Suzuki K. & Kawamura Y. (red.), Practical Design of Ships and Other Floating Structures. PRADS 2019. Practical Design of Ships and Other Floating Structures 22 september 2019 - 26 september 2019 nr. LNCE 65. Singapore: Springer. 38-50.
- Winter R. de, Stein B. van & Bäck T.H.W. (2021), Ship design performance and cost optimization with machine learning. Bertram V. (red.), COMPIT'21. 20th Conference on Computer and IT Applications in the Maritime Industries 8 augustus 2021 - 9 augustus 2021 nr. 20. Mülheim : Hamburg University of Technology. 185-196.
- Winter R. de, Stein B. van, Dijkman M. & Bäck T.H.W. (2019), Designing Ships Using Constrained Multi-objective Efficient Global Optimization. Nicosia G., Parda-los P., Giuffrida G., Umeton R. & Sciacca V. (red.), Machine Learning, Optimization, and Data Science LOD2018. The Fourth International Conference on Machine Learning, Optimization, and Data Science 13 september 2018 - 16 september 2018 nr. 11331. Cham: Springer International Publishing. 191–203.
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