Flexural buckling load prediction of aluminium alloy columns using soft computing techniques

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@Article{Cevik:2008:ESwA2,
  author =       "Abdulkadir Cevik and Nihat Atmaca and 
                 Talha Ekmekyapar and Ibrahim H. Guzelbey",
  title =        "Flexural buckling load prediction of aluminium alloy
                 columns using soft computing techniques",
  journal =      "Expert Systems with Applications",
  year =         "2009",
  volume =       "36",
  number =       "3, Part 2",
  pages =        "6332--6342",
  month =        apr,
  keywords =     "genetic algorithms, genetic programming, gene
                 expression programming, Soft computing, Neural
                 networks, Flexural buckling, Aluminium alloy columns",
  ISSN =         "0957-4174",
  DOI =          "doi:10.1016/j.eswa.2008.08.011",
  URL =          "http://www.sciencedirect.com/science/article/B6V03-4TB6X28-1/2/3f64ccc54bc41be648922dc688ccad4a",
  size =         "11 pages",
  abstract =     "This paper presents the application of soft computing
                 techniques for strength prediction of heat-treated
                 extruded aluminium alloy columns failing by flexural
                 buckling. Neural networks (NN) and genetic programming
                 (GP) are presented as soft computing techniques used in
                 the study. Gene-expression programming (GEP) which is
                 an extension to GP is used. The training and test sets
                 for soft computing models are obtained from
                 experimental results available in literature. An
                 algorithm is also developed for the optimal NN model
                 selection process. The proposed NN and GEP models are
                 presented in explicit form to be used in practical
                 applications. The accuracy of the proposed soft
                 computing models are compared with existing codes and
                 are found to be more accurate.",
}

Genetic Programming entries for Abdulkadir Cevik Nihat Atmaca Talha Ekmekyapar Ibrahim H Guzelbey

Citations