Genetic programming modeling of the critical size of inclusions

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  author =       "Miha Kovacic and Bozidar Sarler",
  title =        "Genetic programming modeling of the critical size of
  journal =      "Computer Methods in Materials Science",
  year =         "2011",
  volume =       "11",
  number =       "1",
  pages =        "41--45",
  keywords =     "genetic algorithms, genetic programming, inclusion,
                 spring life, modelling",
  ISSN =         "1641-8581",
  URL =          "",
  abstract =     "Spring steel quality has a major impact on spring
                 life. Spring steel quality depends also on the
                 inclusions presence. 7 dynamically tested and broken
                 springs (51CrV4) were analysed. The dynamic test result
                 is the number of the cycles before spring breakage. We
                 were interested in dependency of the inclusion size and
                 the distance from the surface of the inclusion on the
                 spring tool life. In the paper the genetic programming
                 method was used. In the proposed concept the
                 mathematical models for spring life undergo adaptation.
                 The results show that the proposed concept can be used
                 in practice.",
  notes =        "address = University of Nova Gorica , Nova Gorica,

Genetic Programming entries for Miha Kovacic Bozidar Sarler