Dirk Schweim

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 13

Top Topics

Training Set Size

Program Synthesis

Recent Developments

Top Venues

GECCO Companion

IEEE Trans. Evol. Comput.

Publications

Dominik Sobania, Dirk Schweim, Franz Rothlauf
A Comprehensive Survey on Program Synthesis With Evolutionary Algorithms. IEEE Trans. Evol. Comput. 27 (1) (2023)
Johannes Reiter, Dirk Schweim, David Wittenberg
Pretraining Reduces Runtime in Denoising Autoencoder Genetic Programming by an Order of Magnitude. GECCO Companion (2023)
Jessica Mégane, Nuno Lourenço, Penousal Machado, Dirk Schweim
The Influence of Probabilistic Grammars on Evolution. GECCO Companion (2023)
Dirk Schweim, Erik Hemberg, Dominik Sobania, Una-May O'Reilly
Exploiting Knowledge from Code to Guide Program Search. EuroGP (2022)
Dirk Schweim, Dominik Sobania, Franz Rothlauf
Effects of the Training Set Size: A Comparison of Standard and Down-Sampled Lexicase Selection in Program Synthesis. CEC (2022)
Dirk Schweim, David Wittenberg, Franz Rothlauf
On sampling error in genetic programming. Nat. Comput. 21 (2) (2022)
Dominik Sobania, Dirk Schweim, Franz Rothlauf
Program synthesis with evolutionary algorithms: Status quo: hot off the press track (GECCO 2022). GECCO Companion (2022)
Dirk Schweim, Erik Hemberg, Dominik Sobania, Una-May O'Reilly, Franz Rothlauf
Using knowledge of human-generated code to bias the search in program synthesis with grammatical evolution. GECCO Companion (2021)
Dominik Sobania, Dirk Schweim, Franz Rothlauf
Recent Developments in Program Synthesis with Evolutionary Algorithms. CoRR (2021)
Dirk Schweim
On the Influence of Grammars on Crossover in Grammatical Evolution. EuroGP (2021)
Dirk Schweim, David Wittenberg, Franz Rothlauf
On sampling error in evolutionary algorithms. GECCO Companion (2021)
David Wittenberg, Franz Rothlauf, Dirk Schweim
DAE-GP: denoising autoencoder LSTM networks as probabilistic models in estimation of distribution genetic programming. GECCO (2020)
Dirk Schweim, Franz Rothlauf
An analysis of the bias of variation operators of estimation of distribution programming. GECCO (2018)