Evolutionary programming of CNC machines

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@Article{kovacic:2005:JMPT,
  author =       "Miha Kovacic and Miran Brezocnik and Ivo Pahole and 
                 Joze Balic and Borut Kecelj",
  title =        "Evolutionary programming of CNC machines",
  journal =      "Journal of Materials Processing Technology",
  year =         "2005",
  volume =       "164-165",
  pages =        "1379--1387",
  month =        "15 " # may,
  keywords =     "genetic algorithms, genetic programming, Manufacturing
                 systems, NC programming, CNC machines",
  ISSN =         "0924-0136",
  DOI =          "doi:10.1016/j.jmatprotec.2005.02.047",
  abstract =     "We propose a new concept for programming of CNC
                 machines. The concept based on genetic algorithms
                 assures evolutionary generation and optimization of NC
                 programs on the basis of CAD models of manufacturing
                 environment. The structure, undergoing simulated
                 evolution, is the population of NC programs. The NC
                 programs control the machine which performs simple
                 elementary motions. During the evolution the machine
                 movement becomes more and more complex and intelligent
                 solutions emerge gradually as a result of the
                 interaction between machine movements and manufacturing
                 environment. The examples of evolutionary programming
                 of CNC lathe and CNC milling machine tool for different
                 complexities of the blanks and products are presented.
                 The proposed concept showed a high degree of
                 universality, efficiency, and reliability and it can be
                 also simply adopted to other CNC machines.",
  notes =        "AMPT/AMME05 Part 2

                 University of Maribor, Smetanova ulica 17, Maribor,
                 Slovenia",
}

Genetic Programming entries for Miha Kovacic Miran Brezocnik Ivo Pahole Joze Balic Borut Kecelj

Citations