On the Calibration of Multigene Genetic Programming to Simulate Low Flows in the Moselle River

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@Article{DanandehMehr:2016:uujfe,
  author =       "Ali {Danandeh Mehr} and Mehmet Cuneyd Demirel",
  title =        "On the Calibration of Multigene Genetic Programming to
                 Simulate Low Flows in the {Moselle} River",
  journal =      "Uludag University Journal of The Faculty of
                 Engineering",
  year =         "2016",
  volume =       "21",
  number =       "2",
  pages =        "365--376",
  month =        dec,
  keywords =     "genetic algorithms, genetic programming, Low flows,
                 calibration, ANN, HBV, GR4J",
  URL =          "http://mmfdergi.uludag.edu.tr/article/view/5000195603",
  URL =          "http://mmfdergi.uludag.edu.tr/article/view/5000195603/5000179033",
  DOI =          "doi:10.17482/uumfd.278107",
  size =         "12 pages",
  abstract =     "The aim of this paper is to calibrate a data-driven
                 model to simulate Moselle River flows and compare the
                 performance with three different hydrologic models from
                 a previous study. For consistency a similar set up and
                 error metric are used to evaluate the model results.
                 Precipitation, potential evapotranspiration and
                 streamflow from previous day have been used as inputs.
                 Based on the calibration and validation results, the
                 proposed multigene genetic programming model is the
                 best performing model among four models. The timing and
                 the magnitude of extreme low flow events could be
                 captured even when we use root mean squared error as
                 the objective function for model calibration. Although
                 the model is developed and calibrated for Moselle River
                 flows, the multigene genetic algorithm offers a great
                 opportunity for hydrologic prediction and forecast
                 problems in the river basins with scarce data issues.",
}

Genetic Programming entries for Ali Danandeh Mehr Mehmet Cuneyd Demirel

Citations