Spatial co-evolution: quicker, fitter and less bloated

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

@InProceedings{Harper:2012:GECCO,
  author =       "Robin Harper",
  title =        "Spatial co-evolution: quicker, fitter and less
                 bloated",
  booktitle =    "GECCO '12: Proceedings of the fourteenth international
                 conference on Genetic and evolutionary computation
                 conference",
  year =         "2012",
  editor =       "Terry Soule and Anne Auger and Jason Moore and 
                 David Pelta and Christine Solnon and Mike Preuss and 
                 Alan Dorin and Yew-Soon Ong and Christian Blum and 
                 Dario Landa Silva and Frank Neumann and Tina Yu and 
                 Aniko Ekart and Will Browne and Tim Kovacs and 
                 Man-Leung Wong and Clara Pizzuti and Jon Rowe and Tobias Friedrich and 
                 Giovanni Squillero and Nicolas Bredeche and 
                 Stephen L. Smith and Alison Motsinger-Reif and Jose Lozano and 
                 Martin Pelikan and Silja Meyer-Nienberg and 
                 Christian Igel and Greg Hornby and Rene Doursat and 
                 Steve Gustafson and Gustavo Olague and Shin Yoo and 
                 John Clark and Gabriela Ochoa and Gisele Pappa and 
                 Fernando Lobo and Daniel Tauritz and Jurgen Branke and 
                 Kalyanmoy Deb",
  isbn13 =       "978-1-4503-1177-9",
  pages =        "759--766",
  keywords =     "genetic algorithms, genetic programming",
  month =        "7-11 " # jul,
  organisation = "SIGEVO",
  address =      "Philadelphia, Pennsylvania, USA",
  DOI =          "doi:10.1145/2330163.2330269",
  publisher =    "ACM",
  publisher_address = "New York, NY, USA",
  abstract =     "Operator equalisation is a methodology inspired by the
                 cross-over bias theory that attempts to limit bloat in
                 genetic programming (GP). This paper examines a
                 bivariate regression problem and demonstrates that
                 operator equalisation suffers from bloat like behaviour
                 when attempting to solve this problem. This is in
                 contrast to a spatial co-evolutionary mechanism (SCALP)
                 that appears to avoid bloat, without any need for
                 express bloat control mechanisms. A previously analysed
                 real world problem (human oral bioavailability
                 prediction) is examined. The behaviour of SCALP on this
                 problem is quite different from that of standard GP and
                 operator equalisation leading to short, general
                 candidate solutions.",
  notes =        "Also known as \cite{2330269} GECCO-2012 A joint
                 meeting of the twenty first international conference on
                 genetic algorithms (ICGA-2012) and the seventeenth
                 annual genetic programming conference (GP-2012)",
}

Genetic Programming entries for Robin Harper

Citations