Behavioral Search Drivers for Genetic Programing

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{krawiec:2014:EuroGP,
  author =       "Krzysztof Krawiec and Una-May O'Reilly",
  title =        "Behavioral Search Drivers for Genetic Programing",
  booktitle =    "17th European Conference on Genetic Programming",
  year =         "2014",
  editor =       "Miguel Nicolau and Krzysztof Krawiec and 
                 Malcolm I. Heywood and Mauro Castelli and Pablo Garcia-Sanchez and 
                 Juan J. Merelo and Victor M. {Rivas Santos} and 
                 Kevin Sim",
  series =       "LNCS",
  volume =       "8599",
  publisher =    "Springer",
  pages =        "210--221",
  address =      "Granada, Spain",
  month =        "23-25 " # apr,
  organisation = "EvoStar",
  keywords =     "genetic algorithms, genetic programming :poster",
  isbn13 =       "978-3-662-44302-6",
  DOI =          "doi:10.1007/978-3-662-44303-3_18",
  abstract =     "Synthesising a program with the desired input-output
                 behaviour by means of genetic programming is an
                 iterative process that needs appropriate guidance. That
                 guidance is conventionally provided by a fitness
                 function that measures the conformance of program
                 output with the desired output. Contrary to widely
                 adopted stance, there is no evidence that this quality
                 measure is the best choice; alternative search drivers
                 may exist that make search more effective. This study
                 proposes and investigates a new family of behavioural
                 search drivers, which inspect not only final program
                 output, but also program behavior meant as the partial
                 results it arrives at while executed.",
  notes =        "Part of \cite{Nicolau:2014:GP} EuroGP'2014 held in
                 conjunction with EvoCOP2014, EvoBIO2014, EvoMusArt2014
                 and EvoApplications2014",
}

Genetic Programming entries for Krzysztof Krawiec Una-May O'Reilly

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