Roman Kalkreuth

32 papers A 4B 4C 6Misc 1Journal 8Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Rapid Augmentations for Time Series (RATS): A High-Performance Library for Time Series Augmentation.
CoRR
Wadie Skaf, Felix Kern, Aryamaan Basu Roy, Tejas Pradhan, Roman Kalkreuth, Holger H. Hoos
2025 — conf
Cartesian Genetic Programming: From foundations to recent developments and applications.
GECCO Companion
Roman Kalkreuth, Sylvain Cussat-Blanc, Dennis Wilson
2025 — conf
TinyverseGP: Towards a Modular Cross-domain Benchmarking Framework for Genetic Programming.
GECCO Companion
Roman Kalkreuth, Fabrício Olivetti de França, Anja Jankovic, Marie Anastacio, Julian Dierkes, Zdenek Vasícek, Holger H. Hoos
2025 J jnl
TinyverseGP: Towards a Modular Cross-domain Benchmarking Framework for Genetic Programming.
CoRR
Roman Kalkreuth, Fabrício Olivetti de França, Julian Dierkes, Marie Anastacio, Anja Jankovic, Zdenek Vasícek, Holger H. Hoos
2024 A conf
A Functional Analysis Approach to Symbolic Regression.
GECCO
Kirill Antonov, Roman Kalkreuth, Kaifeng Yang, Thomas Bäck, Niki van Stein, Anna V. Kononova
2024 J jnl
A Functional Analysis Approach to Symbolic Regression.
CoRR
Kirill Antonov, Roman Kalkreuth, Kaifeng Yang, Thomas Bäck, Niki van Stein, Anna V. Kononova
2024 A conf
CGP++ : A Modern C++ Implementation of Cartesian Genetic Programming.
GECCO
Roman Kalkreuth, Thomas Bäck
2024 J jnl
CGP++ : A Modern C++ Implementation of Cartesian Genetic Programming.
CoRR
Roman Kalkreuth, Thomas Bäck
2023 C conf
Challenges of ELA-Guided Function Evolution Using Genetic Programming.
IJCCI
Fu Xing Long, Diederick Vermetten, Anna V. Kononova, Roman Kalkreuth, Kaifeng Yang, Thomas Bäck, Niki van Stein
2023 J jnl
Challenges of ELA-guided Function Evolution using Genetic Programming.
CoRR
Fu Xing Long, Diederick Vermetten, Anna V. Kononova, Roman Kalkreuth, Kaifeng Yang, Thomas Bäck, Niki van Stein
2023 A conf
General Boolean Function Benchmark Suite.
FOGA
Roman Kalkreuth, Zdenek Vasícek, Jakub Husa, Diederick Vermetten, Furong Ye, Thomas Bäck
2023 — conf
Towards a General Boolean Function Benchmark Suite.
GECCO Companion
Roman Kalkreuth, Zdenek Vasícek, Jakub Husa, Diederick Vermetten, Furong Ye, Thomas Bäck
2022 — conf
Graph-based genetic programming.
GECCO Companion
Roman Kalkreuth, Léo Françoso Dal Piccol Sotto, Zdenek Vasícek
2022 C conf
On the Verge of Solving Rocket League using Deep Reinforcement Learning and Sim-to-sim Transfer.
CoG
Marco Pleines, Konstantin Ramthun, Yannik Wegener, Hendrik Meyer, Matthias Pallasch, Sebastian Prior, Jannik Drögemüller, Leon Büttinghaus, Thilo Röthemeyer, Alexander Kaschwig, Oliver Chmurzynski, Frederik Rohkrähmer, Roman Kalkreuth, Frank Zimmer, Mike Preuss
2022 J jnl
On the Verge of Solving Rocket League using Deep Reinforcement Learning and Sim-to-sim Transfer.
CoRR
Marco Pleines, Konstantin Ramthun, Yannik Wegener, Hendrik Meyer, Matthias Pallasch, Sebastian Prior, Jannik Drögemüller, Leon Büttinghaus, Thilo Röthemeyer, Alexander Kaschwig, Oliver Chmurzynski, Frederik Rohkrähmer, Roman Kalkreuth, Frank Zimmer, Mike Preuss
2022 — conf
Phenotypic duplication and inversion in cartesian genetic programming applied to boolean function learning.
GECCO Companion
Roman Kalkreuth
2022 — conf
Towards Discrete Phenotypic Recombination in Cartesian Genetic Programming.
PPSN (2)
Roman Kalkreuth
2022 C conf
Towards Phenotypic Duplication and Inversion in Cartesian Genetic Programming.
IJCCI
Roman Kalkreuth
2021 J jnl
Graph representations in genetic programming.
Genet. Program. Evolvable Mach.
Léo Françoso Dal Piccol Sotto, Paul Kaufmann, Timothy Atkinson, Roman Kalkreuth, Márcio Porto Basgalupp
2021 — —
Reconsideration and extension of Cartesian genetic programming.
Roman Kalkreuth
2020 C conf
A Comprehensive Study on Subgraph Crossover in Cartesian Genetic Programming.
IJCCI
Roman Kalkreuth
2020 A conf
A study on graph representations for genetic programming.
GECCO
Léo Françoso Dal Piccol Sotto, Paul Kaufmann, Timothy Atkinson, Roman Kalkreuth, Márcio Porto Basgalupp
2020 B conf
On the Parameterization of Cartesian Genetic Programming.
CEC
Paul Kaufmann, Roman Kalkreuth
2019 C conf
On the Time Complexity of Simple Cartesian Genetic Programming.
IJCCI
Roman Kalkreuth, Andre Droschinsky
2019 C conf
Two New Mutation Techniques for Cartesian Genetic Programming.
IJCCI
Roman Kalkreuth
2018 B conf
A Comparative Study on Crossover in Cartesian Genetic Programming.
EuroGP
Jakub Husa, Roman Kalkreuth
2018 J jnl
Towards Advanced Phenotypic Mutations in Cartesian Genetic Programming.
CoRR
Roman Kalkreuth
2017 B conf
A New Subgraph Crossover for Cartesian Genetic Programming.
EuroGP
Roman Kalkreuth, Günter Rudolph, Andre Droschinsky
2017 — conf
An empirical study on the parametrization of cartesian genetic programming.
GECCO (Companion)
Paul Kaufmann, Roman Kalkreuth
2017 Misc conf
Parametrizing Cartesian Genetic Programming: An Empirical Study.
KI
Paul Kaufmann, Roman Kalkreuth
2016 B conf
More efficient evolution of small genetic programs in Cartesian Genetic Programming by using genotypie age.
CEC
Roman Kalkreuth, Günter Rudolph, Jörg Krone
2015 — conf
Improving Convergence in Cartesian Genetic Programming Using Adaptive Crossover, Mutation and Selection.
SSCI
Roman Kalkreuth, Günter Rudolph, Jörg Krone