Genetic programming: a tutorial introduction

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{OReilly:2013:GECCOcomp,
  author =       "Una-May O'Reilly",
  title =        "Genetic programming: a tutorial introduction",
  booktitle =    "GECCO '13 Companion: Proceeding of the fifteenth
                 annual conference companion on Genetic and evolutionary
                 computation conference companion",
  year =         "2013",
  editor =       "Christian Blum and Enrique Alba and 
                 Thomas Bartz-Beielstein and Daniele Loiacono and 
                 Francisco Luna and Joern Mehnen and Gabriela Ochoa and 
                 Mike Preuss and Emilia Tantar and Leonardo Vanneschi and 
                 Kent McClymont and Ed Keedwell and Emma Hart and 
                 Kevin Sim and Steven Gustafson and 
                 Ekaterina Vladislavleva and Anne Auger and Bernd Bischl and Dimo Brockhoff and 
                 Nikolaus Hansen and Olaf Mersmann and Petr Posik and 
                 Heike Trautmann and Muhammad Iqbal and Kamran Shafi and 
                 Ryan Urbanowicz and Stefan Wagner and 
                 Michael Affenzeller and David Walker and Richard Everson and 
                 Jonathan Fieldsend and Forrest Stonedahl and 
                 William Rand and Stephen L. Smith and Stefano Cagnoni and 
                 Robert M. Patton and Gisele L. Pappa and 
                 John Woodward and Jerry Swan and Krzysztof Krawiec and 
                 Alexandru-Adrian Tantar and Peter A. N. Bosman and 
                 Miguel Vega-Rodriguez and Jose M. Chaves-Gonzalez and 
                 David L. Gonzalez-Alvarez and 
                 Sergio Santander-Jimenez and Lee Spector and Maarten Keijzer and 
                 Kenneth Holladay and Tea Tusar and Boris Naujoks",
  isbn13 =       "978-1-4503-1964-5",
  keywords =     "genetic algorithms, genetic programming",
  pages =        "247--264",
  month =        "6-10 " # jul,
  organisation = "SIGEVO",
  address =      "Amsterdam, The Netherlands",
  DOI =          "doi:10.1145/2464576.2480797",
  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 explains how the powerful capability of
                 genetic programming is derived from modular algorithmic
                 components: executable representations such as an
                 abstract syntax tree, variation operators that preserve
                 syntax and explore a variable length, hierarchical
                 solution space, appropriately chosen programming
                 functions and fitness function specification.",
  notes =        "Also known as \cite{2480797} Distributed at
                 GECCO-2013.",
}

Genetic Programming entries for Una-May O'Reilly

Citations