Modeling Disk Arrays Using Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@TechReport{HPL-2002-20,
  author =       "Evan Kirshenbaum",
  title =        "Modeling Disk Arrays Using Genetic Programming",
  institution =  "HP Laboratories",
  year =         "2002",
  type =         "Technical Report",
  number =       "HPL-2002-20",
  month =        jan # " 29",
  keywords =     "genetic algorithms, genetic programming",
  URL =          "http://www.kirshenbaum.net/evan/publications/HPL-2002-20.pdf",
  abstract =     "genetic programming to evolve models that predict the
                 throughput in disk arrays. The results are compared to
                 previous hand-crafted analytical and
                 automatically-generated interpolation-based device
                 models. An analysis is performed to investigate the
                 optimality of the run parameters chosen as well as to
                 discover whether the approach has the tendency to
                 overfit its training data. The process is shown to find
                 models that outperform both recently published and
                 currently used models and to be sensitive to population
                 size but not run length.",
  notes =        "our printer barfs with HPL-2002-20.pdf 19/3/2003",
  size =         "8 pages",
}

Genetic Programming entries for Evan Kirshenbaum

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