Publications

Selection of 10 publications that reflect my research scope. More information on my publication history can be obtained on Google scholar.

• Roman Kalkreuth, Günter Rudolph, & Andre Droschinsky (2017). A New Subgraph Crossover for Cartesian Genetic Programming. In Genetic Programming - 20th European Conference, EuroGP 2017. Springer. link

• Jakub Husa, & Roman Kalkreuth (2018). A Comparative Study on Crossover in Cartesian Genetic Programming. In Genetic Programming - 21st European Conference, EuroGP 2018. Springer. link

• Léo Françoso Dal Piccol Sotto, Paul Kaufmann, Timothy Atkinson, Roman Kalkreuth, & Márcio Porto Basgalupp (2020). A study on graph representations for genetic programming. In GECCO ‘20: Genetic and Evolutionary Computation Conference. ACM. link

• Léo Françoso Dal Piccol Sotto, Paul Kaufmann, Timothy Atkinson, Roman Kalkreuth, & Márcio Porto Basgalupp (2021). Graph representations in genetic programming. Genet. Program. Evolvable Mach., 22(4). Springer. link

• Roman Kalkreuth (2021). Reconsideration and extension of Cartesian genetic programming. (Doctoral dissertation, Technical University of Dortmund, Germany). link

• Roman Kalkreuth (2022). Towards Discrete Phenotypic Recombination in Cartesian Genetic Programming. In Parallel Problem Solving from Nature - PPSN XVII - 17th International Conference, PPSN 2022, Proceedings, Part II. Springer. link

• Roman Kalkreuth, Zdenek Vasícek, Jakub Husa, Diederick Vermetten, Furong Ye, & Thomas Bäck (2023). General Boolean Function Benchmark Suite. In Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, FOGA 2023. ACM. link

• Roman Kalkreuth, & Thomas Bäck (2024). CGP++ : A Modern C++ Implementation of Cartesian Genetic Programming. In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2024. ACM. link arXiv

• Kirill Antonov, Roman Kalkreuth, Kaifeng Yang, Thomas Bäck, Niki van Stein, & Anna V. Kononova (2024). A Functional Analysis Approach to Symbolic Regression. In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2024. ACM. link   arXiv

• Roman Kalkreuth, Fabricio Olivetti de França, Anja Jankovic, Marie Anastacio, Julian Dierkes, Zdenek Vasicek, & Holger Hoos (2025). TinyverseGP: Towards a Modular Cross-domain Benchmarking Framework for Genetic Programming. In Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2025. ACM. link   arXiv