An Experimental Analysis of Schema Creation, Propagation and Disruption in Genetic Programming

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

@TechReport{Poli97,
  author =       "Riccardo Poli and W. B. Langdon",
  title =        "An Experimental Analysis of Schema Creation,
                 Propagation and Disruption in Genetic Programming",
  institution =  "University of Birmingham, School of Computer Science",
  number =       "CSRP-97-8",
  month =        feb,
  year =         "1997",
  type =         "Technical Report",
  note =         "Presented at ICGA-97",
  email =        "R.Poli@cs.bham.ac.uk",
  keywords =     "genetic algorithms, genetic programming",
  file =         "/1997/CSRP-97-08.ps.gz",
  URL =          "ftp://ftp.cs.bham.ac.uk/pub/tech-reports/1997/CSRP-97-08.ps.gz",
  abstract =     "In this paper we first review the main results in the
                 theory of schemata in Genetic Programming (GP)
                 emphasising their strengths and weaknesses. In
                 particular we summarise a new schema theory we have
                 recently developed for GP with one-point crossover and
                 point mutation which is based on a definition of schema
                 quite close to the one used in genetic algorithms. Then
                 we study the creation, propagation and disruption of
                 this new form of schemata in real runs, for standard
                 crossover, one-point crossover and selection only.
                 Finally, we discuss these results in the light our GP
                 schema theorem.",
  size =         "16 pages",
  notes =        "Revised 17 May 1997. See also
                 \cite{poli:1997:eascpd}",
}

Genetic Programming entries for Riccardo Poli William B Langdon

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