Prediction of compressive and tensile strength of Gaziantep basalts via neural networks and gene expression programming

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@Article{journals/nca/CanakciBG09,
  title =        "Prediction of compressive and tensile strength of
                 Gaziantep basalts via neural networks and gene
                 expression programming",
  author =       "Hanifi Canakci and Adil Baykasoglu and Hamza Gullu",
  journal =      "Neural Computing and Applications",
  year =         "2009",
  number =       "8",
  volume =       "18",
  pages =        "1031--1041",
  keywords =     "genetic algorithms, genetic programming, gene
                 expression programming, Artificial neural networks,
                 Basalt, Tensile and compressive strength",
  DOI =          "doi:10.1007/s00521-008-0208-0",
  abstract =     "In this paper, two soft computing approaches, which
                 are known as artificial neural networks and Gene
                 Expression Programming (GEP) are used in strength
                 prediction of basalts which are collected from
                 Gaziantep region in Turkey. The collected basalts
                 samples are tested in the geotechnical engineering
                 laboratory of the University of Gaziantep. The
                 parameters, ultrasound pulse velocity, water
                 absorption, dry density, saturated density, and bulk
                 density which are experimentally determined based on
                 the procedures given in ISRM (Rock characterisation
                 testing and monitoring. Pergamon Press, Oxford, 1981)
                 are used to predict uniaxial compressive strength and
                 tensile strength of Gaziantep basalts. It is found out
                 that neural networks are quite effective in comparison
                 to GEP and classical regression analyses in predicting
                 the strength of the basalts. The results obtained are
                 also useful in characterizing the Gaziantep basalts for
                 practical applications.",
  notes =        "Department of Civil Engineering, University of
                 Gaziantep, Gaziantep, Turkey (2) Department of
                 Industrial Engineering, Faculty of Engineering,
                 University of Gaziantep, 27310 Gaziantep, Turkey",
  bibdate =      "2009-12-11",
  bibsource =    "DBLP,
                 http://dblp.uni-trier.de/db/journals/nca/nca18.html#CanakciBG09",
}

Genetic Programming entries for Hanifi Canakci Adil Baykasoglu Hamza Gullu

Citations