Genetic programming: a tutorial introduction

Created by W.Langdon from gp-bibliography.bib Revision:1.4192

  author =       "Una-May O'Reilly",
  title =        "Genetic programming: a tutorial introduction",
  booktitle =    "GECCO 2011 Late breaking abstracts",
  year =         "2011",
  editor =       "Christian Blum",
  isbn13 =       "978-1-4503-0690-4",
  keywords =     "genetic algorithms, genetic programming",
  pages =        "861--874",
  month =        "12-16 " # jul,
  organisation = "SIGEVO",
  address =      "Dublin, Ireland",
  DOI =          "doi:10.1145/2001858.2002117",
  publisher =    "ACM",
  publisher_address = "New York, NY, USA",
  abstract =     "Genetic programming emerged in the early 1990's as one
                 of the most exciting new evolutionary algorithm
                 paradigms. It has rapidly grown into a thriving area of
                 research and application. While sharing the
                 evolutionary inspired algorithm principles of a genetic
                 algorithm, it differs by exploiting an executable
                 genome.: genetic programming evolves a 'program' to
                 solve a problem rather than a single solution. This
                 tutorial introduces the basic genetic programming
                 framework: It will explain how the powerful capability
                 of genetic programming is derived from modular
                 algorithmic components: executable representations -
                 e.g. parse-tree, linear and graph-based variation
                 operators that preserve syntax and explore a variable
                 length, hierarchical solution space appropriately
                 chosen programming functions fitness function
  notes =        "Also known as \cite{2002117} Distributed on CD-ROM at

                 ACM Order Number 910112.",

Genetic Programming entries for Una-May O'Reilly