Dirk Schweim

According to our database, Dirk Schweim authored at least 15 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

A Comprehensive Survey on Program Synthesis With Evolutionary Algorithms.

Dominik Sobania, Dirk Schweim, Franz Rothlauf

IEEE Trans. Evol. Comput., February, 2023

Pretraining Reduces Runtime in Denoising Autoencoder Genetic Programming by an Order of Magnitude.

Johannes Reiter, Dirk Schweim, David Wittenberg

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

The Influence of Probabilistic Grammars on Evolution.

Jessica Mégane, Nuno Lourenço, Penousal Machado, Dirk Schweim

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022

On sampling error in genetic programming.

Dirk Schweim, David Wittenberg, Franz Rothlauf

Nat. Comput., 2022

Program synthesis with evolutionary algorithms: Status quo: hot off the press track (GECCO 2022).

Dominik Sobania, Dirk Schweim, Franz Rothlauf

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Exploiting Knowledge from Code to Guide Program Search.

Dirk Schweim, Erik Hemberg, Dominik Sobania, Una-May O'Reilly

Proceedings of the Genetic Programming - 25th European Conference, 2022

Effects of the Training Set Size: A Comparison of Standard and Down-Sampled Lexicase Selection in Program Synthesis.

Dirk Schweim, Dominik Sobania, Franz Rothlauf

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021

On sampling error and bias in evolutionary algorithms.

Dirk Schweim

PhD thesis, 2021

Recent Developments in Program Synthesis with Evolutionary Algorithms.

Dominik Sobania, Dirk Schweim, Franz Rothlauf

CoRR, 2021

On sampling error in evolutionary algorithms.

Dirk Schweim, David Wittenberg, Franz Rothlauf

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Using knowledge of human-generated code to bias the search in program synthesis with grammatical evolution.

Dirk Schweim, Erik Hemberg, Dominik Sobania, Una-May O'Reilly, Franz Rothlauf

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

On the Influence of Grammars on Crossover in Grammatical Evolution.

Dirk Schweim

Proceedings of the Genetic Programming - 24th European Conference, 2021

2020

DAE-GP: denoising autoencoder LSTM networks as probabilistic models in estimation of distribution genetic programming.

David Wittenberg, Franz Rothlauf, Dirk Schweim

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2018

An analysis of the bias of variation operators of estimation of distribution programming.

Dirk Schweim, Franz Rothlauf

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

On the Non-uniform Redundancy of Representations for Grammatical Evolution: The Influence of Grammars.

Dirk Schweim, Ann Thorhauer, Franz Rothlauf

Proceedings of the Handbook of Grammatical Evolution, 2018