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An Introduction and Tutorial for the Beagle Framework

Year: 2026

Type: preprint

Abstract: The Beagle framework is a GPU-based genetic programming framework that enables highly efficient genetic programming search using large population sizes by leveraging NVIDIA GPUs. This technical guide provides an introduction to the Beagle framework and provides detailed instructions for using the framework for symbolic regression problems.

Source: arXiv (Cornell University)

DOI: 10.48550/arxiv.2607.06731

Authors: Basin, Ilya, Haut, Nathan

Institutions: Noblis, Michigan State University

Language: English

Topic: Evolutionary Algorithms and Applications

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funders: Michigan State University, College of Engineering, Michigan State University

OpenAlex ID: W7167814799

Cites: 2

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Related to: 10