Simple Incremental Testing

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

@InProceedings{woodward:2004:lbp,
  author =       "John Woodward",
  title =        "Simple Incremental Testing",
  booktitle =    "Late Breaking Papers at the 2004 Genetic and
                 Evolutionary Computation Conference",
  year =         "2004",
  editor =       "Maarten Keijzer",
  address =      "Seattle, Washington, USA",
  month =        "26 " # jul,
  keywords =     "genetic algorithms, genetic programming",
  URL =          "http://www.cs.bham.ac.uk/~wbl/biblio/gecco2004/LBP055.pdf",
  abstract =     "Additional test cases are added one by one, as the
                 population solves the current set of test cases, until
                 some fixed final limit is reached. We examine the
                 general nature of this approach. Complexity is defined
                 in a general sense. It is proved that adding a test
                 case to a test set never reduces the complexity of a
                 solution, and never increases the probability of
                 finding a solution. The terms representative and
                 redundant, are formally defined. The variation in the
                 number of test cases and the jumps in the number of
                 test cases are observed. The size of the test set just
                 before a general solution is found, indicates a
                 threshold number of test cases required for
                 generalisation. We observe, how generalization varies
                 with the size of the test set. Finally we observe the
                 number of successes per evaluation required to produce
                 a general solution.",
  notes =        "Part of \cite{keijzer:2004:GECCO:lbp}",
}

Genetic Programming entries for John R Woodward

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