Prof. Dr. Dirk Schweim - Publikationen

Sobania, Dominik; Schweim, Dirk; Rothlauf, Franz
A Comprehensive Survey on Program Synthesis With Evolutionary Algorithms.
IEEE Trans. Evol. Comput. Bd. 27. H. 1. 2023 S. 82 - 97

Reiter, Johannes; Schweim, Dirk; Wittenberg, David
Pretraining Reduces Runtime in Denoising Autoencoder Genetic Programming by an Order of Magnitude.
GECCO Companion. 2023 S. 2382 - 2385

Mégane, Jessica; Lourenço, Nuno; Machado, Penousal et al.
The Influence of Probabilistic Grammars on Evolution.
GECCO Companion. 2023 S. 611 - 614

Schweim, Dirk; Sobania, Dominik; Rothlauf, Franz
Effects of the Training Set Size: A Comparison of Standard and Down-Sampled Lexicase Selection in Program Synthesis.
CEC. 2022 S. 1 - 8

Schweim, Dirk; Hemberg, Erik; Sobania, Dominik et al.
Exploiting Knowledge from Code to Guide Program Search.
EuroGP. 2022 S. 262 - 277

Schweim, Dirk; Wittenberg, David; Rothlauf, Franz
On sampling error in genetic programming.
Nat. Comput. Bd. 21. H. 2. 2022 S. 173 - 186

Sobania, Dominik; Schweim, Dirk; Rothlauf, Franz
Program synthesis with evolutionary algorithms: Status quo: hot off the press track (GECCO 2022).
GECCO Companion. 2022 S. 39 - 40

Schweim, Dirk
On sampling error and bias in evolutionary algorithms.
2021

Schweim, Dirk; Wittenberg, David; Rothlauf, Franz
On sampling error in evolutionary algorithms.
GECCO Companion. 2021 S. 43 - 44

Schweim, Dirk
On the Influence of Grammars on Crossover in Grammatical Evolution.
EuroGP. 2021 S. 114 - 129

Sobania, Dominik; Schweim, Dirk; Rothlauf, Franz
Recent Developments in Program Synthesis with Evolutionary Algorithms.
CoRR. Bd. abs/2108.12227. 2021

Schweim, Dirk; Hemberg, Erik; Sobania, Dominik et al.
Using knowledge of human-generated code to bias the search in program synthesis with grammatical evolution.
GECCO Companion. 2021 S. 331 - 332

Wittenberg, David; Rothlauf, Franz; Schweim, Dirk
DAE-GP: denoising autoencoder LSTM networks as probabilistic models in estimation of distribution genetic programming.
GECCO. 2020 S. 1037 - 1045

Schweim, Dirk; Rothlauf, Franz
An analysis of the bias of variation operators of estimation of distribution programming.
GECCO. 2018 S. 1191 - 1198

Schweim, Dirk; Thorhauer, Ann; Rothlauf, Franz
On the non-uniform redundancy of representations for grammatical evolution : the influence of grammars
Ryan, Conor (Hrsg). Handbook of grammatical evolution. Cham: Springer International Publishing - Springer 2018 S. 55 - 78