Genetic Programming and CAE Neural Networks approach for Prediction of the Bending Capability of ZnTiCu Sheets

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@Article{Turk:2008:M,
  author =       "Radomir Turk and Iztok Perus and Miha Kovacic and 
                 Goran Kugler and Milan Tercelj",
  title =        "Genetic Programming and CAE Neural Networks approach
                 for Prediction of the Bending Capability of {ZnTiCu}
                 Sheets",
  journal =      "Metallurgy",
  journal2 =     "Metalurgija (Sisak)",
  year =         "2008",
  volume =       "47",
  number =       "4",
  pages =        "301--305",
  keywords =     "genetic algorithms, genetic programming, rolling,
                 ZnTiCu alloy, bending, CAE neural networks, Klju~ne
                 rije~i: valjanje, ZnTiCu legure, savijanje, genetsko
                 programiranje, CAE neuralne mre`e",
  ISSN =         "0543-5846",
  URL =          "http://hrcak.srce.hr/file/41131",
  URL =          "http://public.carnet.hr/metalurg/Metalurgija/2008_vol_47/No_4/MET_47_4_301_305_Turk.pdf",
  size =         "5 pages",
  abstract =     "Genetic programming (GP) and CAE NN analysis have been
                 applied for the prediction of bending capability of
                 rolled ZnTiCu alloy sheet. Investigation revealed that
                 an analysis with CAE NN is faster than GP but less
                 accurate for lower amount of data. Both methods enable
                 good assessment of separate influencing parameters in
                 the complex system.",
  abstract =     "Primjena genetskog programiranja u CAE neuronskih
                 mre`a za prognozu izdr`ljivosti kod savijanja ZnTiCu
                 traka. Metode genetskog programiranja (GP) i CAE NN
                 bile su upotrebljene za studij utjecaja izdr`ljivosti
                 savijanja tankih plo~a slitine ZnTiCu. Istra`ivanje je
                 pokazalo da je CAE NN metoda br`a od GP metode a
                 istovremeno je manje precizna pri manjoj bazi podataka.
                 Obje primenjene metode dobro vrednuju utjecaj
                 parcijalnih komponenata kompleksnog sistema.",
  notes =        "Faculty of Natural Sciences, Ljubljana, Slovenia. In
                 english. Portal of scientific journals of Croatia
                 http://hrcak.srce.hr/index.php",
}

Genetic Programming entries for Radomir Turk Iztok Perus Miha Kovacic Goran Kugler Milan Tercelj

Citations