Slim-gsgp: A Python Library for Non-Bloating GSGP

Created by W.Langdon from gp-bibliography.bib Revision:1.8464

@InProceedings{rosenfeld:2025:GECCO,

• author = "Liah Rosenfeld and Davide Farinati and Diogo Rasteiro and Gloria Pietropolli and Karina {Brotto Rebuli} and Sara Silva and Leonardo Vanneschi",
• title = "Slim-gsgp: A Python Library for Non-Bloating {GSGP}",
• booktitle = "Proceedings of the 2025 Genetic and Evolutionary Computation Conference",
• year = "2025",
• editor = "Aniko Ekart and Nelishia Pillay",
• pages = "1026--1034",
• address = "Malaga, Spain",
• series = "GECCO '25",
• month = "14-18 " # jul,
• organisation = "SIGEVO",
• publisher = "Association for Computing Machinery",
• publisher_address = "New York, NY, USA",
• keywords = "genetic algorithms, genetic programming",
• isbn13 = "979-8-4007-1465-8",
• URL = "https://doi.org/10.1145/3712256.3726398",
• DOI = "doi:10.1145/3712256.3726398",
• code_url = "https://github.com/DALabNOVA/slim",
• size = "9 pages",
• abstract = "This paper presents slim_gsgp: an open-source Python library that provides the first ever framework for the Semantic Learning algorithm based on Inflate and deflate Mutation (SLIM-GSGP). Proposed in 2024, SLIM-GSGP is a promising non-bloating variant of Geometric Semantic Genetic Programming (GSGP). slim_gsgp includes all existing SLIM-GSGP variants, as well as traditional GSGP and standard Genetic Programming (GP), facilitating comparative analysis and benchmarking. Additionally, slim_gsgp's parallel computation and semi-modular architecture renders it not only fast but also user-friendly and easily extensible, thereby serving as a valuable resource for researchers aiming to advance this emerging and promising area of research. The source code and documentation can be accessed at https://github.com/DALabNOVA/slim.",
• notes = "GECCO-2025 GP A Recombination of the 34th International Conference on Genetic Algorithms (ICGA) and the 30th Annual Genetic Programming Conference (GP)",

}

Genetic Programming entries for Liah Rosenfeld Davide Farinati Diogo Rasteiro Gloria Pietropolli Karina Brotto Rebuli Sara Silva Leonardo Vanneschi

Citations