Modeling of forming efficiency using genetic programming

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@Article{Brezocnik:2001:MPT,
  author =       "Miran Brezocnik and Joze Balic and Zlatko Kampus",
  title =        "Modeling of forming efficiency using genetic
                 programming",
  journal =      "Journal of Materials Processing Technology",
  volume =       "109",
  pages =        "20--29",
  year =         "2001",
  number =       "1-2",
  month =        "1 " # feb,
  email =        "joze.balic@uni-mb.si",
  keywords =     "genetic algorithms, genetic programming,
                 Metal-forming, Yield stress, Forming efficiency,
                 Modeling, Adaptation, Artificial intelligence",
  ISSN =         "0924-0136",
  URL =          "http://www.sciencedirect.com/science/article/B6TGJ-423HM9M-5/1/bcc93a13fbb04521236d3a8e16f8850b",
  DOI =          "doi:10.1016/S0924-0136(00)00783-4",
  abstract =     "This paper proposes new approach for modeling of
                 various processes in metal-forming industry. As an
                 example, we demonstrate the use of genetic programming
                 (GP) for modeling of forming efficiency. The forming
                 efficiency is a basis for determination of yield stress
                 which is the fundamental characteristic of metallic
                 materials. Several different genetically evolved models
                 for forming efficiency on the basis of experimental
                 data for learning were discovered. The obtained models
                 (equations) differ in size, shape, complexity and
                 precision of solutions. In one run out of many runs of
                 our GP system the well-known equation of Siebel was
                 obtained. This fact leads us to opinion that GP is a
                 very powerful evolutionary optimization method
                 appropriate not only for modeling of forming efficiency
                 but also for modeling of many other processes in
                 metal-forming industry. [COBISS.SI-ID 5979414]",
  notes =        "Journal of Materials Processing Technology
                 http://www.elsevier.com/wps/find/journaldescription.cws_home/505656/description#description",
}

Genetic Programming entries for Miran Brezocnik Joze Balic Zlatko Kampus

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