Long-Term Evolution of Genetic Programming Populations

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@TechReport{langdon:RN1705,
  author =       "W. B. Langdon",
  title =        "Long-Term Evolution of Genetic Programming
                 Populations",
  institution =  "University College, London",
  year =         "2017",
  number =       "RN/17/05",
  address =      "London, UK",
  month =        "24 " # mar,
  note =         "Also available as arXiv 1843365",
  keywords =     "genetic algorithms, genetic programming, convergence,
                 Long-Term Evolution Experiment LTEE, Extended unbounded
                 evolution",
  URL =          "http://www.cs.ucl.ac.uk/fileadmin/UCL-CS/research/Research_Notes/RN_17_05.pdf",
  URL =          "https://arxiv.org/abs/1703.08481",
  size =         "16 pages",
  abstract =     "We evolve binary mux-6 trees for up to 100000
                 generations evolving some programs with more than a
                 hundred million nodes. Our unbounded Long-Term
                 Evolution Experiment LTEE GP appears not to evolve
                 building blocks but does suggests a limit to bloat. We
                 do see periods of tens even hundreds of generations
                 where the population is 100 percent functionally
                 converged. The distribution of tree sizes is not as
                 predicted by theory.",
  notes =        "Longer version of \cite{Langdon:2017:GECCO}

                 Available as arXiv:1703.08481",
}

Genetic Programming entries for William B Langdon

Citations