TinyverseGP: Towards a Modular Cross-domain Benchmarking Framework for Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8506

@InProceedings{kalkreuth:2025:GECCOcomp,

• author = "Roman Kalkreuth and Fabricio {Olivetti de Franca} and Anja Jankovic and Marie Anastacio and Julian Dierkes and Zdenek Vasicek and Holger Hoos",
• title = "{TinyverseGP:} Towards a Modular Cross-domain Benchmarking Framework for Genetic Programming",
• booktitle = "Proceedings of the 2025 Genetic and Evolutionary Computation Conference Companion",
• year = "2025",
• editor = "Carola Doerr and Mike Preuss",
• pages = "127--130",
• address = "Malaga, Spain",
• series = "GECCO '25 Companion",
• month = "14-18 " # jul,
• organisation = "SIGEVO",
• publisher = "Association for Computing Machinery",
• publisher_address = "New York, NY, USA",
• keywords = "genetic algorithms, genetic programming, implementation, benchmarking, symbolic regression, logic synthesis, python, Benchmarks, Software, Reproducibility: Poster",
• isbn13 = "979-8-4007-1464-1",
• URL = "https://doi.org/10.1145/3712255.3726697",
• DOI = "doi:10.1145/3712255.3726697",
• size = "4 pages",
• abstract = "Over the years, genetic programming (GP) has evolved, with many proposed variations, especially in how they represent a solution. Being essentially a program synthesis algorithm, it is capable of tackling multiple problem domains. Current benchmarking initiatives are fragmented, as the different representations are not compared with each other and their performance is not measured across the different domains. In this work, we propose a unified framework, dubbed TinyverseGP (inspired by tinyGP), which provides support to multiple representations and problem domains, including symbolic regression, logic synthesis and policy search.",
• notes = "GECCO-2025 BBSR A Recombination of the 34th International Conference on Genetic Algorithms (ICGA) and the 30th Annual Genetic Programming Conference (GP)",

}

Genetic Programming entries for Roman Tobias Kalkreuth Fabricio Olivetti de Franca Anja Jankovic Marie Anastacio Julian Dierkes Zdenek Vasicek Holger H Hoos

Citations