3 papers
cs.NE2026
An Introduction and Tutorial for the Beagle Framework
Ilya Basin, Nathan Haut
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. T…
cs.NE2026
The Effects of Population Size on the Performance of BEAGLE GPU-Based Genetic Programming Runs
Nathan Haut, Ilya Basin, Ruchika Gupta +4
The Beagle framework, through GPU-based Genetic Programming, enables population dynamics previously unattainable (within practical time frames) by CPU-constrained Genetic Programmi…
cs.NE2026
GPU-Accelerated Genetic Programming for Symbolic Regression with Beagle Framework
Nathan Haut, Ilya Basin, Marzieh Kianinejad +4
Beagle is a new software framework that enables execution of Genetic Programming tasks on the GPU. Currently available for symbolic regression, it processes individuals of the popu…