Statistical Inference Through Data Compression

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

@PhdThesis{Cilibrasi:thesis,
  author =       "Rudi Langston Cilibrasi",
  title =        "Statistical Inference Through Data Compression",
  school =       "Institute for Logic, Language and Computation,
                 Universiteit van Amsterdam",
  year =         "2007",
  address =      "Plantage Muidergracht 24, 1018 TV, Amsterdam,
                 Holland",
  month =        "23 " # feb,
  keywords =     "genetic algorithms, genetic programming",
  URL =          "http://www.illc.uva.nl/Research/Dissertations/DS-2007-01.text.pdf",
  URL =          "http://www.lulu.com/shop/search.ep?contributorId=254359",
  size =         "225 pages",
  ISBN =         "90-6196-540-3",
  abstract =     "This thesis provides a breadth-first tour of
                 artificial intelligence techniques using ordinary data
                 compression programs like zip. Using mathematical
                 theory such as Kolmogorov Complexity and Shannon's
                 Coding Theory, we arrive at a unique and generic
                 perspective on universal learning with a plethora of
                 real examples. Included are results from literature,
                 astronomy, animal and virus evolution, linguistics,
                 semantics, and music. An open source software package,
                 CompLearn, is available for download so that interested
                 readers may continue the research themselves in their
                 own applications.",
  notes =        "p51 'Our algorithm is essentially randomized
                 hill-climbing, using parallellized Genetic
                 Programming,' Promotor: Prof.dr.ir. P.M.B. Vitanyi
                 (CWI)",
}

Genetic Programming entries for Rudi Cilibrasi

Citations