An Investigation of Hybrid Structural and Behavioral Diversity Methods in Genetic Programming

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@InProceedings{Burks:2016:GPTP,
  author =       "Armand R. Burks and William F. Punch",
  title =        "An Investigation of Hybrid Structural and Behavioral
                 Diversity Methods in Genetic Programming",
  booktitle =    "Genetic Programming Theory and Practice XIV",
  year =         "2016",
  editor =       "Rick Riolo and Bill Worzel and Brian Goldman and 
                 Bill Tozier",
  address =      "Ann Arbor, USA",
  month =        "19-21 " # may,
  publisher =    "Springer",
  note =         "Forthcoming",
  keywords =     "genetic algorithms, genetic programming, premature
                 convergence, genetic diversity, structural diversity,
                 behavioural diversity, semantics",
  isbn13 =       "978-3-319-97087-5",
  URL =          "https://www.springer.com/us/book/9783319970875",
  abstract =     "Premature convergence is a serious problem that
                 plagues genetic programming, stifling its search
                 performance. Several genetic diversity maintenance
                 techniques have been proposed for combating premature
                 convergence and improving search efficiency in genetic
                 programming. Recent research has shown that while
                 genetic diversity is important, focusing directly on
                 sustaining behavioural diversity may be more
                 beneficial. These two related areas have received a lot
                 of attention, yet they have often been developed
                 independently. We investigated the feasibility of
                 hybrid genetic and behavioral diversity techniques on a
                 suite of problems.",
  notes =        "

                 Part of \cite{Tozier:2016:GPTP} to be published after
                 the workshop",
}

Genetic Programming entries for Armand R Burks William F Punch

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