Semantically Driven Mutation in Genetic Programming

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@InProceedings{Beadle:2009:cec,
  author =       "Lawrence Beadle and Colin G Johnson",
  title =        "Semantically Driven Mutation in Genetic Programming",
  booktitle =    "2009 IEEE Congress on Evolutionary Computation",
  year =         "2009",
  editor =       "Andy Tyrrell",
  pages =        "1336--1342",
  address =      "Trondheim, Norway",
  month =        "18-21 " # may,
  organization = "IEEE Computational Intelligence Society",
  publisher =    "IEEE Press",
  isbn13 =       "978-1-4244-2959-2",
  file =         "P009.pdf",
  DOI =          "doi:10.1109/CEC.2009.4983099",
  abstract =     "Using semantic analysis, we present a technique known
                 as semantically driven mutation which can explicitly
                 detect and apply behavioural changes caused by the
                 syntactic changes in programs that result from the
                 mutation operation. Using semantically driven mutation,
                 we demonstrate increased performance in genetic
                 programming on seven benchmark genetic programming
                 problems over two different domains.",
  keywords =     "genetic algorithms, genetic programming, Genetic
                 programming, program semantics, semantically driven
                 mutation, reduced ordered binary decision diagrams.",
  notes =        "CEC 2009 - A joint meeting of the IEEE, the EPS and
                 the IET. IEEE Catalog Number: CFP09ICE-CDR",
}

Genetic Programming entries for Lawrence Beadle Colin G Johnson

Citations