Evolving Interpolating Models of Net Ecosystem CO2 Exchange Using Grammatical Evolution

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

@InProceedings{nicolau:2012:EuroGP,
  author =       "Miguel Nicolau and Matthew Saunders and 
                 Michael O'Neill and Bruce Osborne and Anthony Brabazon",
  title =        "Evolving Interpolating Models of Net Ecosystem CO2
                 Exchange Using Grammatical Evolution",
  booktitle =    "Proceedings of the 15th European Conference on Genetic
                 Programming, EuroGP 2012",
  year =         "2012",
  month =        "11-13 " # apr,
  editor =       "Alberto Moraglio and Sara Silva and 
                 Krzysztof Krawiec and Penousal Machado and Carlos Cotta",
  series =       "LNCS",
  volume =       "7244",
  publisher =    "Springer Verlag",
  address =      "Malaga, Spain",
  pages =        "134--145",
  organisation = "EvoStar",
  isbn13 =       "978-3-642-29138-8",
  DOI =          "doi:10.1007/978-3-642-29139-5_12",
  keywords =     "genetic algorithms, genetic programming, grammatical
                 evolution, Real-world applications, Symbolic
                 regression",
  abstract =     "Accurate measurements of Net Ecosystem Exchange of
                 carbon dioxide between atmosphere and biosphere are
                 required in order to estimate annual carbon budgets.
                 These are typically obtained with Eddy Covariance
                 techniques. Unfortunately, these techniques are often
                 both noisy and incomplete, due to data loss through
                 equipment failure and routine maintenance, and require
                 gap-filling techniques in order to provide accurate
                 annual budgets. In this study, a grammar-based version
                 of Genetic Programming is employed to generate
                 interpolating models for flux data. The evolved models
                 are robust, and their symbolic nature provides further
                 understanding of the environmental variables
                 involved.",
  notes =        "Part of \cite{Moraglio:2012:GP} EuroGP'2012 held in
                 conjunction with EvoCOP2012 EvoBIO2012, EvoMusArt2012
                 and EvoApplications2012",
}

Genetic Programming entries for Miguel Nicolau Matthew Saunders Michael O'Neill Bruce Arthur Osborne Anthony Brabazon

Citations