CRust_GP: a framework for the modular construction and evaluation of Cartesian Genetic Programming in Rust
- Research in Cartesian Genetic Programming (CGP) is—in most works—of empirical nature. To further facilitate this, we present CRust_GP: A Rust framework for the construction of (generic) CGP varieties and their configuration. Furthermore, it includes various evolutionary operators and extensions that are commonly found in the CGP related literature. By using a component based architecture, we achieve high modularity and simplify the process of implementing extensions. This paper provides a general description of CRust_GP's features, integrated evolutionary operators, as well as its high level architectural design.
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| Author: | Henning CuiORCiDGND, Jörg HähnerORCiDGND |
|---|---|
| URN: | urn:nbn:de:bvb:384-opus4-1243668 |
| Frontdoor URL | https://opus.bibliothek.uni-augsburg.de/opus4/124366 |
| ISBN: | 979-8-4007-1464-1OPAC |
| Parent Title (English): | GECCO '25 Companion: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Malaga, Spain, July 14-18, 2025 |
| Publisher: | Association for Computing Machinery (ACM) |
| Place of publication: | New York, NY |
| Editor: | Gabriela Ochoa, Bogdan Filipič |
| Type: | Conference Proceeding |
| Language: | English |
| Date of Publication (online): | 2025/08/12 |
| Year of first Publication: | 2025 |
| Publishing Institution: | Universität Augsburg |
| Release Date: | 2025/08/13 |
| Tag: | Rust; cartesian genetic programming; framework |
| First Page: | 119 |
| Last Page: | 122 |
| DOI: | https://doi.org/10.1145/3712255.3726534 |
| Institutes: | Fakultät für Angewandte Informatik |
| Fakultät für Angewandte Informatik / Institut für Informatik | |
| Fakultät für Angewandte Informatik / Institut für Informatik / Lehrstuhl für Organic Computing | |
| Dewey Decimal Classification: | 0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik |
| Licence (German): |  Deutsches Urheberrecht |
