Self-focusing genetic programming for software optimisation

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

@InProceedings{Cody-Kenny:2013:GECCOcomp,
  author =       "Brendan Cody-Kenny and Stephen Barrett",
  title =        "Self-focusing genetic programming for software
                 optimisation",
  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 =        "203--204",
  month =        "6-10 " # jul,
  organisation = "SIGEVO",
  address =      "Amsterdam, The Netherlands",
  DOI =          "doi:10.1145/2464576.2464681",
  publisher =    "ACM",
  publisher_address = "New York, NY, USA",
  abstract =     "Approaches in the area of Search Based Software
                 Engineering (SBSE) have seen Genetic Programming (GP)
                 algorithms applied to the optimisation of software.
                 While the potential of GP for this task has been
                 demonstrated, the complexity of real-world software
                 code bases poses a scalability problem for its serious
                 application. To address this scalability problem, we
                 inspect a form of GP which incorporates a mechanism to
                 focus operators to relevant locations within a program
                 code base. When creating offspring individuals, we
                 introduce operator node selection bias by allocating
                 values to nodes within an individual. Offspring values
                 are inherited and updated when a difference in
                 behaviour between offspring and parent is found. We
                 argue that this approach may scale to find optimal
                 solutions in more complex code bases under further
                 development.",
  notes =        "Also known as \cite{2464681} Distributed at
                 GECCO-2013.",
}

Genetic Programming entries for Brendan Cody-Kenny Stephen Barrett

Citations