Multi Expression Programming: A New Approach to Formulation of Soil Classification

Created by W.Langdon from gp-bibliography.bib Revision:1.3963

@Article{Alavi:2010:EwC,
  author =       "Amir Hossein Alavi and Amir Hossein Gandomi and 
                 Mohammad Ghasem Sahab and Mostafa Gandomi",
  title =        "Multi Expression Programming: A New Approach to
                 Formulation of Soil Classification",
  journal =      "Engineering with Computers",
  year =         "2010",
  volume =       "26",
  number =       "2",
  pages =        "111--118",
  month =        apr,
  email =        "ah_alavi@hotmail.com, a.h.gandomi@gmail.com",
  keywords =     "genetic algorithms, genetic programming, Multi
                 expression programming, Soil classification,
                 Formulation",
  URL =          "http://www.springerlink.com/content/q418u58024054r38/",
  DOI =          "doi:10.1007/s00366-009-0140-7",
  size =         "8 pages",
  abstract =     "This paper presents an alternative approach to
                 formulation of soil classification by means of a
                 promising variant of genetic programming (GP), namely
                 multi expression programming (MEP). Properties of soil,
                 namely plastic limit, liquid limit, colour of soil,
                 percentages of gravel, sand, and fine-grained particles
                 are used as input variables to predict the
                 classification of soils. The models are developed using
                 a reliable database obtained from the previously
                 published literature. The results demonstrate that the
                 MEP-based formulae are able to predict the target
                 values to high degree of accuracy. The MEP-based
                 formulation results are found to be more accurate
                 compared with numerical and analytical results obtained
                 by other researchers.",
  notes =        "M. Gandomi School of Civil Engineering, College of
                 Engineering, University of Tehran, Tehran, Iran",
}

Genetic Programming entries for A H Alavi A H Gandomi Mohammad Ghasem Sahab Mostafa Gandomi

Citations