Sunspots modelling: comparison of GP approaches

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

@InProceedings{Rodriguez-vazquez:2013:GECCOcomp,
  author =       "Katya Rodriguez-Vazquez",
  title =        "Sunspots modelling: comparison of GP approaches",
  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 =        "1745--1746",
  month =        "6-10 " # jul,
  organisation = "SIGEVO",
  address =      "Amsterdam, The Netherlands",
  DOI =          "doi:10.1145/2464576.2480779",
  publisher =    "ACM",
  publisher_address = "New York, NY, USA",
  abstract =     "This paper presents a comparative study of the
                 Multi-Branches Genetic Programming (MBGP), GP-NARMAX
                 model approach and Standard Genetic Programming (SGP)
                 for modelling problems. Sunspots data have been
                 considered as study case in order to performance this
                 comparison. The main point is to generate mathematical
                 models in a polynomial form; thus the root node for
                 MBGP has been set as the addition operator. Results
                 show that MBGP rapidly evolves towards good
                 mathematical models which are also easily to translate
                 as well as the GP-NARMAX approach represented in its
                 polynomial form in contrast to SGP.",
  notes =        "Also known as \cite{2480779} Distributed at
                 GECCO-2013.",
}

Genetic Programming entries for Katya Rodriguez-Vazquez

Citations