Code Growth is Not Caused by Introns

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

@InProceedings{luke:2000:cgnci,
  author =       "Sean Luke",
  title =        "Code Growth is Not Caused by Introns",
  pages =        "228--235",
  booktitle =    "Late Breaking Papers at the 2000 Genetic and
                 Evolutionary Computation Conference",
  year =         "2000",
  editor =       "Darrell Whitley",
  address =      "Las Vegas, Nevada, USA",
  month =        "8 " # jul,
  keywords =     "genetic algorithms, genetic programming, bloat,
                 introns, ineffective code",
  URL =          "http://www.cs.gmu.edu/~sean/papers/intronpaper.pdf",
  URL =          "http://www.cs.gmu.edu/~sean/papers/intronpaper.ps.gz",
  URL =          "http://citeseer.ist.psu.edu/300709.html",
  size =         "8 pages",
  abstract =     "Genetic programming trees have a strong tendency to
                 grow rapidly and relatively independent of fitness, a
                 serious flaw which has received considerable attention
                 in the genetic programming literature. Much of this
                 literature has implicated introns, subtree structures
                 with no effect on the an individual's fitness
                 assessment. The propagation of inviable code, a certain
                 kind of intron, has been especially linked to tree
                 growth. However this paper presents evidence which
                 shows that denying inviable code the opportunity to
                 propagate actually increases tree growth. The paper
                 argues that rather than causing tree growth, a rise in
                 inviable code is in fact an expected result of tree
                 growth. Lastly, this paper proposes a more general
                 theory of growth for which introns are merely a
                 symptom.",
  notes =        "Part of \cite{whitley:2000:GECCOlb}",
}

Genetic Programming entries for Sean Luke

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