Combining programs to counter code disruption

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

@InProceedings{Fonlupt:2012:GECCOcomp,
  author =       "Cyril Fonlupt and Denis Robilliard",
  title =        "Combining programs to counter code disruption",
  booktitle =    "GECCO 2012 Late breaking abstracts workshop",
  year =         "2012",
  editor =       "Katya Rodriguez and Christian Blum",
  isbn13 =       "978-1-4503-1178-6",
  keywords =     "genetic algorithms, genetic programming",
  pages =        "643--644",
  month =        "7-11 " # jul,
  organisation = "SIGEVO",
  address =      "Philadelphia, Pennsylvania, USA",
  DOI =          "doi:10.1145/2330784.2330900",
  publisher =    "ACM",
  publisher_address = "New York, NY, USA",
  abstract =     "In usual Genetic Programming (GP) schemes, only the
                 best programs survive from one generation to the next.
                 This implies that useful code, that might be hidden
                 inside introns in low fitness individuals, is often
                 lost. In this paper, we propose a new representation
                 borrowing from Linear GP (LGP), called PhenoGP, where
                 solutions are coded as ordered lists of instruction
                 blocks. The main goal of evolution is then to find the
                 best ordering of the instruction blocks, with possible
                 repetitions. When the fitness remains stalled, ignored
                 instruction blocks, which have a low probability to be
                 useful, are replaced. Experiments show that PhenoGP
                 achieve competitive results against standard LGP.",
  notes =        "Also known as \cite{2330900} Distributed at
                 GECCO-2012.

                 ACM Order Number 910122.",
}

Genetic Programming entries for Cyril Fonlupt Denis Robilliard

Citations