Genetic programming for retrieving missing information in wave records along the west coast of India

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@Article{Kalra200799,
  author =       "Ruchi Kalra and M. C. Deo",
  title =        "Genetic programming for retrieving missing information
                 in wave records along the west coast of India",
  journal =      "Applied Ocean Research",
  volume =       "29",
  number =       "3",
  pages =        "99--111",
  year =         "2007",
  ISSN =         "0141-1187",
  DOI =          "DOI:10.1016/j.apor.2007.11.002",
  URL =          "http://www.sciencedirect.com/science/article/B6V1V-4RH2SVM-1/2/b6c7570e30be137676dfac0cb711a4db",
  keywords =     "genetic algorithms, genetic programming, ANN, GP,
                 Missing data, Soft computing, Wave heights",
  abstract =     "Instruments such as floating wave rider buoys provide
                 wave data over a long period in a continuous manner;
                 however such information invariably contains missing
                 values resulting from the instrument and telemetry
                 system that is damaged, malfunctioning or otherwise
                 non-operational. The problem of restoring missing wave
                 heights is attempted in this paper using one of the
                 latest soft computing tools, namely, Genetic
                 Programming (GP). The gaps in the time series of
                 significant wave heights collected at every 3h for a
                 period of four years from January 2000 to December 2003
                 are filled in at six selected buoy locations along the
                 west coast of India. The performance of GP was judged
                 in terms of the error statistics of bias, root mean
                 square error, correlation coefficient and scatter
                 index. The methodology demonstrated reliable results
                 with fairly good overall agreement between the restored
                 wave records and actual measurements.",
  notes =        "Discused by \cite{Gandomi2008338} and
                 \cite{Deo2008340}",
}

Genetic Programming entries for Ruchi Kalra M C Deo

Citations