Genetic Programming Approach for Prediction of Local Scour Downstream of Hydraulic Structures

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

@Article{Guven:2008:JIDE,
  author =       "Aytac Guven and Mustafa Gunal",
  title =        "Genetic Programming Approach for Prediction of Local
                 Scour Downstream of Hydraulic Structures",
  journal =      "Journal of Irrigation and Drainage Engineering",
  year =         "2008",
  volume =       "134",
  number =       "2",
  pages =        "241--249",
  month =        mar # "/" # apr,
  publisher =    "American Society of Civil Engineers",
  keywords =     "genetic algorithms, genetic programming",
  DOI =          "doi:10.1061/(ASCE)0733-9437(2008)134:2(241)",
  abstract =     "This is a pioneer study that presents genetic
                 programming (GP) as a new tool for prediction of local
                 scour downstream of grade-control structures. The
                 objective of this study is to provide an alternative
                 formulation to conventional regression based equations
                 and verify the superiority of GP over regression
                 analysis. The training and testing patterns of the
                 proposed GP formulation are based on well established
                 and widely dispersed experimental results from the
                 literature. Linear and nonlinear regression-based
                 equations were derived throughout regression analysis
                 on dimensionless parameters obtained from dimensional
                 analysis. The GP-based formulation results are compared
                 with experimental results and other equations and found
                 to be more accurate.",
  notes =        "1Research Assistant, Dept. of Civil Engineering,
                 Faculty of Engineering, Univ. of Gaziantep, 27310
                 Gaziantep, Turkey 2Associate Professor, Dept. of Civil
                 Engineering, Univ. of Gaziantep, 27310 Gaziantep,
                 Turkey.",
}

Genetic Programming entries for Aytac Guven Mustafa Gunal

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