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Beagle Framework: GPU-accelerated genetic programming tutorial released

By PulseAugur Editorial · [1 sources] ·

The Beagle framework is a new GPU-based genetic programming system designed for efficient large-scale population searches. This technical guide introduces the framework and offers instructions for its application in symbolic regression tasks. The framework leverages NVIDIA GPUs to enhance the speed and capacity of genetic programming. AI

IMPACT Provides a new tool for researchers to accelerate genetic programming tasks, potentially enabling more complex symbolic regression.

RANK_REASON Publication of a technical paper introducing a new framework on arXiv. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.NE (Neural & Evolutionary) →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Beagle Framework: GPU-accelerated genetic programming tutorial released

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Publication of a technical paper introducing a new framework on arXiv. [lever_c_demoted from research: ic=1 ai=1.0]
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COVERAGE [1]

  1. arXiv cs.NE (Neural & Evolutionary) TIER_1 English(EN) · Wolfgang Banzhaf ·

    An Introduction and Tutorial of the Beagle Framework

    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 instructi…

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