Probabilistic developmental program evolution

@inproceedings{Ghoulbeigi2010ProbabilisticDP,
  title={Probabilistic developmental program evolution},
  author={Elmira Ghoulbeigi and Marcus Vinicius dos Santos},
  booktitle={SAC},
  year={2010}
}
A Probabilistic Model Building Genetic Programming technique for automatic program synthesis is introduced. The approach, called Probabilistic Developmental Program Evolution (PDPE), draws on the Probabilistic Incremental Program Evolution (PIPE) learning algorithm, but employs the Developmental Genetic Programming representations of Gene Expression Programming (GEP). PDPE induces a population of programs, encoded as fixed-length GEP chromosomes, by iteratively refining and randomly sampling a… CONTINUE READING

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