Evolving messy gates for fault tolerance: some preliminary findings

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@InProceedings{miller:2001:eh,
  author =       "Julian F. Miller and Morten Hartmann",
  title =        "Evolving messy gates for fault tolerance: some
                 preliminary findings",
  booktitle =    "The Third NASA/DoD workshop on Evolvable Hardware",
  year =         "2001",
  editor =       "Didier Keymeulen and Adrian Stoica and Jason Lohn and 
                 Ricardo S. Zebulum",
  pages =        "116--123",
  address =      "Long Beach, California",
  publisher_address = "1730 Massachusetts Avenue, N.W., Washington, DC,
                 20036-1992, USA",
  month =        "12-14 " # jul,
  organisation = "Jet Propulsion Laboratory, California Institute of
                 Technology",
  publisher =    "IEEE Computer Society",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "0-7695-1180-5",
  URL =          "http://www.elec.york.ac.uk/intsys/users/jfm7/eh01.pdf",
  abstract =     "We investigate a preliminary model of gate-like
                 components with added random noise. We refer to these
                 types of components as messy. The principal idea behind
                 messy gates is that evolving circuits using messy gates
                 may confer some beneficial properties, one being fault
                 tolerance. The exploitation of the physical
                 characteristics has already been demonstrated in
                 intrinsic evolution of electronic circuits. This
                 provided some of the inspiration for the work reported
                 in this paper. Here we are trying to create a
                 simulateable world in which {"}physical
                 characteristics{"} can be exploited. We are also trying
                 to study the question: What kind of components are most
                 useful in an evolutionary design scenario?",
  notes =        "EH2001 http://cism.jpl.nasa.gov/ehw/events/nasaeh01/",
}

Genetic Programming entries for Julian F Miller Morten Hartmann

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