- author = "Heiner Zille and Fabien Evrard and Sanaz Mostaghim and Berend {van Wachem}",
- title = "Unit-aware Multi-objective Genetic Programming for the Prediction of the {Stokes} Flow around a Sphere",
- booktitle = "Proceedings of the 2021 Genetic and Evolutionary Computation Conference Companion",
- year = "2021",
- editor = "Francisco Chicano and Alberto Tonda and Krzysztof Krawiec and Marde Helbig and Christopher W. Cleghorn and Dennis G. Wilson and Georgios Yannakakis and Luis Paquete and Gabriela Ochoa and Jaume Bacardit and Christian Gagne and Sanaz Mostaghim and Laetitia Jourdan and Oliver Schuetze and Petr Posik and Carlos Segura and Renato Tinos and Carlos Cotta and Malcolm Heywood and Mengjie Zhang and Leonardo Trujillo and Risto Miikkulainen and Bing Xue and Aneta Neumann and Richard Allmendinger and Fuyuki Ishikawa and Inmaculada Medina-Bulo and Frank Neumann and Andrew M. Sutton",
- pages = "327--328",
- address = "internet",
- series = "GECCO '21",
- month = jul # " 10-14",
- organisation = "SIGEVO",
- publisher = "Association for Computing Machinery",
- publisher_address = "New York, NY, USA",
- keywords = "genetic algorithms, genetic programming, Fluid Dynamics, Multi-objective: Poster",
- isbn13 = "978-1-4503-8351-6",
-
URL = "
https://www.is.ovgu.de/is_media/Research/Publications/Gecco2021_UnitAwareGeneticProgramming_Zille-download-1.pdf",
-
DOI = "
doi:10.1145/3449726.3459408",
- size = "2 pages",
- abstract = "we apply a unit-aware Genetic Programming (GP) approach to solve a problem from the area of fluid-dynamics: The Stokes flow around a sphere. We formulate 6 test instances with different complexities and explore the capabilities of single- and multi-objective GP variants to solve this problem with physically correct units of measurement. The study is a starting point to investigate the amount of information necessary to solve fluid-dynamics-related problems, and whether the inclusion of physical dimensions is advantageous or not for such optimization tasks. From the simple flow presented in this study we aim to extend this research to more complex flows with multiple spheres and finite Reynolds numbers.",
-
notes = "DEAP
Otto-von-Guericke University Magdeburg
Heiner Zille, PhD 2019, Large-scale Multi-objective Optimisation: New Approaches and a Classification of the State-of-the-Art https://opendata.uni-halle.de/bitstream/1981185920/32220/1/Zille_Heiner_Dissertation_2019.pdf http://dx.doi.org/10.25673/32063 Not GP?
GECCO-2021 A Recombination of the 30th International Conference on Genetic Algorithms (ICGA) and the 26th Annual Genetic Programming Conference (GP)",
