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of 24
pro vyhledávání: '"Kalkreuth, Roman"'
Autor:
Kalkreuth, Roman, Baeck, Thomas
The reference implementation of Cartesian Genetic Programming (CGP) was written in the C programming language. C inherently follows a procedural programming paradigm, which entails challenges in providing a reusable and scalable implementation model
Externí odkaz:
http://arxiv.org/abs/2406.09038
Autor:
Antonov, Kirill, Kalkreuth, Roman, Yang, Kaifeng, Bäck, Thomas, van Stein, Niki, Kononova, Anna V
Symbolic regression (SR) poses a significant challenge for randomized search heuristics due to its reliance on the synthesis of expressions for input-output mappings. Although traditional genetic programming (GP) algorithms have achieved success in v
Externí odkaz:
http://arxiv.org/abs/2402.06299
Autor:
Long, Fu Xing, Vermetten, Diederick, Kononova, Anna V., Kalkreuth, Roman, Yang, Kaifeng, Bäck, Thomas, van Stein, Niki
Within the optimization community, the question of how to generate new optimization problems has been gaining traction in recent years. Within topics such as instance space analysis (ISA), the generation of new problems can provide new benchmarks whi
Externí odkaz:
http://arxiv.org/abs/2305.15245
Autor:
Pleines, Marco, Ramthun, Konstantin, Wegener, Yannik, Meyer, Hendrik, Pallasch, Matthias, Prior, Sebastian, Drögemüller, Jannik, Büttinghaus, Leon, Röthemeyer, Thilo, Kaschwig, Alexander, Chmurzynski, Oliver, Rohkrähmer, Frederik, Kalkreuth, Roman, Zimmer, Frank, Preuss, Mike
Autonomously trained agents that are supposed to play video games reasonably well rely either on fast simulation speeds or heavy parallelization across thousands of machines running concurrently. This work explores a third way that is established in
Externí odkaz:
http://arxiv.org/abs/2205.05061
Autor:
Kalkreuth, Roman, Kaufmann, Paul
This regularly updated survey provides an overview of public resources that offer medical images and metadata of COVID-19 cases. The purpose of this survey is to simplify the access to open COVID-19 image data resources for all scientists currently w
Externí odkaz:
http://arxiv.org/abs/2004.04569
Autor:
Kalkreuth, Roman
Cartesian Genetic Programming is often used with a point mutation as the sole genetic operator. In this paper, we propose two phenotypic mutation techniques and take a step towards advanced phenotypic mutations in Cartesian Genetic Programming. The f
Externí odkaz:
http://arxiv.org/abs/1803.06127
Akademický článek
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Autor:
Mcdermott, James, Kronberger, Gabriel, Orzechowski, Patryk, Vanneschi, Leonardo, Manzoni, Luca, Kalkreuth, Roman, Castelli, Mauro
Mcdermott, J., Kronberger, G., Orzechowski, P., Vanneschi, L., Manzoni, L., Kalkreuth, R., & Castelli, M. (2022). Genetic programming benchmarks: looking back and looking forward. ACM SIGEVOlution, 15(3), 1-19. https://doi.org/10.1145/3578482.3578483
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______1437::c413356a6fee533ffcf3433a423c4337
https://hdl.handle.net/10362/148222
https://hdl.handle.net/10362/148222
Akademický článek
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Autor:
Kalkreuth, Roman Tobias
This dissertation aims on analyzing fundamental concepts and dogmas of a graph-based genetic programming approach called Cartesian Genetic Programming (CGP) and introduces advanced genetic operators for CGP. The results of the experiments presented i
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1fcf7535f297180e9ca93a4c009f6cc7
http://hdl.handle.net/2003/40646
http://hdl.handle.net/2003/40646