Gene expression programming for prediction of scour depth downstream of sills

Created by W.Langdon from gp-bibliography.bib Revision:1.3949

@Article{Azamathulla:2012b:JH,
  author =       "H. Md. Azamathulla",
  title =        "Gene expression programming for prediction of scour
                 depth downstream of sills",
  journal =      "Journal of Hydrology",
  year =         "2012",
  volume =       "460-461",
  pages =        "156--159",
  month =        "16 " # aug,
  ISSN =         "0022-1694",
  DOI =          "doi:10.1016/j.jhydrol.2012.06.034",
  URL =          "http://www.sciencedirect.com/science/article/pii/S0022169412005197?v=s5",
  keywords =     "genetic algorithms, genetic programming, gene
                 expression programming, Grade control structures, local
                 scour, water resources engineering",
  size =         "4 pages",
  abstract =     "Local scour is an important issue in environmental and
                 water resources engineering in order to prevent
                 degradation of river bed and safe the stability of
                 grade control structures, stilling basins, aprons,
                 ski-jump bucket spillways, bed sills, weirs, check
                 dams, etc. This short communication presents
                 Gene-Expression Programming (GEP), which is an
                 extension to Genetic Programming (GP), as an
                 alternative approach to predict scour depth downstream
                 of sills. Published data were compiled from the
                 literature for the scour depth downstream of sills. The
                 proposed GEP approach gives satisfactory results
                 (R2=0.967 and RMSE =0.088) compared to existing
                 predictors [Chinnarasri and Kositgittiwong, ICE Water
                 Management, 161(5), 267-275, 2008] with R2 =0.87 and
                 RMSE= 2.452 for relative scour depth.",
  notes =        "also known as \cite{MdAzamathulla2012}",
}

Genetic Programming entries for Hazi Mohammad Azamathulla

Citations