The evolutionary induction of subroutines

Created by W.Langdon from gp-bibliography.bib Revision:1.2031

@InProceedings{Angeline:1992:EIS,
  author =       "Peter J. Angeline and Jordan B. Pollack",
  title =        "The evolutionary induction of subroutines",
  booktitle =    "Proceedings of the Fourteenth Annual Conference of the
                 Cognitive Science Society",
  year =         "1992",
  pages =        "236--241",
  address =      "Bloomington, Indiana, USA",
  publisher =    "Lawrence Erlbaum",
  keywords =     "genetic algorithms, genetic programming",
  URL =          "http://www.demo.cs.brandeis.edu/papers/glib92.pdf",
  URL =          "http://www.demo.cs.brandeis.edu/papers/glib92.ps.gz",
  URL =          "http://www.natural-selection.com/Library/1992/cogsci92.ps.Z",
  abstract =     "we describe a genetic algorithm capable of evolving
                 large programs by exploiting two new genetic operators
                 which construct and deconstruct parameterized
                 subroutines. These subroutines protect useful partial
                 solutions and help to solve the scaling problem for a
                 class of genetic problem solving methods. We
                 demonstrate that our algorithm acquires useful
                 subroutines by evolving a modular program from scratch
                 to play and win at Tic-Tac-Toe against a flawed expert.
                 This work also serves to amplify our previous note
                 (Pollack, 1991) that a phase transition is the
                 principle behind induction in dynamical cognitive
                 models.",
  notes =        "GLiB is an emergent method for discovering
                 task-specific modular decompositions in genetic
                 programs. At least this is how I used to talk about it.
                 I know consider this an individual-level self-adaptive
                 method for forming decompositions in genetic
                 programs.",
}

Genetic Programming entries for Peter John Angeline Jordan B Pollack