Modelling damping ratio and shear modulus of sand-mica mixtures using genetic programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@Article{Cevik2008:ESwA1,
  author =       "Abdulkadir Cevik and Ali Firat Cabalar",
  title =        "Modelling damping ratio and shear modulus of sand-mica
                 mixtures using genetic programming",
  journal =      "Expert Systems with Applications",
  year =         "2009",
  volume =       "36",
  number =       "4",
  pages =        "7749--7757",
  month =        may,
  keywords =     "genetic algorithms, genetic programming, Leighton
                 Buzzard sand, Mica, Resonant column testing",
  ISSN =         "0957-4174",
  URL =          "http://www.sciencedirect.com/science/article/B6V03-4TGHN90-2/2/78164c859cf3127425aedcca7e6f7d21",
  DOI =          "doi:10.1016/j.eswa.2008.09.010",
  size =         "9 pages",
  abstract =     "This study presents two Genetic Programming (GP)
                 models for damping ratio and shear modulus of sand-mica
                 mixtures based on experimental results. The
                 experimental database used for GP modeling is based on
                 a laboratory study of dynamic properties of saturated
                 coarse rotund sand and mica mixtures with various mix
                 ratios under different effective stresses. In the
                 tests, shear modulus, and damping ratio of the
                 geomaterials have been measured for a strain range of
                 0.001% up to 0.1% using a Stokoe resonant column
                 testing apparatus. The input variables in the developed
                 NN models are the mica content, effective stress and
                 strain, and the outputs are damping ratio and shear
                 modulus. The performance of accuracies of proposed NN
                 models are quite satisfactory (R2=0.95 for damping
                 ratio and R2=0.98 for shear modulus).",
}

Genetic Programming entries for Abdulkadir Cevik Ali Firat Cabalar

Citations