Conceptual Developments in Genetic Programming for Time Series Forecasting

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

  author =       "Carlos A. Martinez and Juan David Velasquez",
  journal =      "IEEE Latin America Transactions",
  title =        "Conceptual Developments in Genetic Programming for
                 Time Series Forecasting",
  year =         "2015",
  volume =       "13",
  number =       "8",
  pages =        "2728--2733",
  keywords =     "genetic algorithms, genetic programming",
  DOI =          "doi:10.1109/TLA.2015.7332156",
  ISSN =         "1548-0992",
  month =        aug,
  abstract =     "Objective: The aim of this paper is to analyse the
                 main research areas in Genetic Programming (GP).
                 Method: We used the systematic literature review method
                 employing an automatic search with manual refining of
                 papers published on GP between 1992 to 2012. Results:
                 Just 63 studies meet all the requirements of the
                 inclusion criteria. Conclusion: Although studies
                 relating to the application of genetic programming in
                 the forecast of time series were frequently presented,
                 we find that the studies proposing changes in the
                 original algorithm of GP with a theoretical support and
                 a systematic procedure for the construction of model
                 were scarce in the time 1992-2012.",
  notes =        "Univ. Nac. de Colombia, Bogota, Colombia

                 Also known as \cite{7332156}",

Genetic Programming entries for Carlos Alberto Martinez Juan David Velasquez Henao