Some Remarks on Code Evolution with Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3989

  author =       "Wolfgang Banzhaf",
  title =        "Some Remarks on Code Evolution with Genetic
  booktitle =    "Inspired by Nature: Essays Presented to Julian F.
                 Miller on the Occasion of his 60th Birthday",
  publisher =    "Springer",
  year =         "2017",
  editor =       "Susan Stepney and Andrew Adamatzky",
  volume =       "28",
  series =       "Emergence, Complexity and Computation",
  chapter =      "6",
  pages =        "145--156",
  keywords =     "genetic algorithms, genetic programming, genetic
                 improvement, SBSE, machine learning, ILP",
  isbn13 =       "978-3-319-67996-9",
  DOI =          "doi:10.1007/978-3-319-67997-6_6",
  abstract =     "In this chapter we take a fresh look at the current
                 status of evolving computer code using Genetic
                 Programming methods. The emphasis is not so much on
                 what has been achieved in detail in the past few years,
                 but on the general research direction of code evolution
                 and its ramifications for GP. We begin with a quick
                 glance at the area of Search-based Software Engineering
                 (SBSE), discuss the history of GP as applied to code
                 evolution, consider various application scenarios, and
                 speculate on techniques that might lead to a scaling-up
                 of present-day approaches.",
  notes =        "p148 'The transition between manual and automatic
                 programming becomes continuous. Epochs. p153 evo-devo
                 evolution and developmental approaches. p154 'big

                 part of \cite{miller60book}

Genetic Programming entries for Wolfgang Banzhaf