Evolving Programmers: The Co-evolution of Intelligent Recombination Operators

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

@InCollection{teller:1996:aigp2,
  author =       "Astro Teller",
  title =        "Evolving Programmers: The Co-evolution of Intelligent
                 Recombination Operators",
  booktitle =    "Advances in Genetic Programming 2",
  publisher =    "MIT Press",
  year =         "1996",
  editor =       "Peter J. Angeline and K. E. {Kinnear, Jr.}",
  pages =        "45--68",
  chapter =      "3",
  address =      "Cambridge, MA, USA",
  keywords =     "genetic algorithms, genetic programming, memory",
  ISBN =         "0-262-01158-1",
  URL =          "http://www.cs.cmu.edu/afs/cs/usr/astro/public/papers/AiGPII.ps",
  URL =          "http://www.cs.cmu.edu/afs/cs/usr/astro/mosaic/chapterII/chapterII.html",
  URL =          "http://cisnet.mit.edu/Advances-in-Genetic-Programming/62",
  abstract =     "The genetic programming process searches over a
                 fitness landscape. The shape of this landscape is
                 determined by the task to be solved and the
                 representation in which the population members are
                 expressed. The movement through this space is
                 determined by the operators that act to recombine the
                 population members. These factors make it imperative
                 that our search for increased power and understanding
                 in genetic programming include the study and
                 improvement of representations and operators. This
                 chapter describes a process for learning SMART
                 recombination programs in a co-evolutionary process and
                 a new representation for the evolution of algorithms.
                 How these SMART operator programs are created, how they
                 act, how they co-evolve with a main population of
                 programs, and experimental results on their use are the
                 subjects of this chapter.

                 ",
  notes =        "PADO + SMART recombination html version available from
                 http://www.cs.cmu.edu/~astro/",
}

Genetic Programming entries for Astro Teller