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Abstract

We describe a Genetic Algorithm that can evolve complete programs. Using a variable length linear genome to govern how a Backus Naur Form grammar definition is mapped to a program, expressions and programs of arbitrary complexity may be evolved. Other automatic programming methods are described, before our system, Grammatical Evolution, is applied to a symbolic regression problem.

@inproceedings{ryan98grammaticalEvolution,
  author={Conor Ryan and J. J. Collins and Michael O'Neill},
  title={Grammatical Evolution: Evolving Programs for an Arbitrary Language},
  year={1998},
  pages={83-96},
  booktitle={EuroGP 1998},
  url={http://www.isrl.uiuc.edu/~amag/langev/paper/ryan98grammaticalEvolution.html}
}

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