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Evolving code with a large language model

Published in Genetic Programming and Evolvable Machines • Sep 12, 2024
NobleIDNI1P46W41R34S64
Authors:
Erik Hemberg
,
Stephen Moskal
,
Una-May O’Reilly

Abstract

Abstract Algorithms that use Large Language Models (LLMs) to evolve code arrived on the Genetic Programming (GP) scene very recently. We present LLM_GP, a general LLM-based evolutionary algorithm designed to evolve code. Like GP, it uses evolutionary operators, but its designs and implementations of...

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