An Indirect Block-Oriented Representation for Genetic Programming

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

@InProceedings{brucherseifer:2001:EuroGP,
  author =       "Eva Brucherseifer and Peter Bechtel and 
                 Stephan Freyer and Peter Marenbach",
  title =        "An Indirect Block-Oriented Representation for Genetic
                 Programming",
  booktitle =    "Genetic Programming, Proceedings of EuroGP'2001",
  year =         "2001",
  editor =       "Julian F. Miller and Marco Tomassini and 
                 Pier Luca Lanzi and Conor Ryan and Andrea G. B. Tettamanzi and 
                 William B. Langdon",
  volume =       "2038",
  series =       "LNCS",
  pages =        "268--279",
  address =      "Lake Como, Italy",
  publisher_address = "Berlin",
  month =        "18-20 " # apr,
  organisation = "EvoNET",
  publisher =    "Springer-Verlag",
  keywords =     "genetic algorithms, genetic programming,
                 Block-oriented representation, Biotechnology, Process
                 modelling, Controller design, Causality: Poster",
  ISBN =         "3-540-41899-7",
  URL =          "http://www.springerlink.com/openurl.asp?genre=article&issn=0302-9743&volume=2038&spage=268",
  DOI =          "doi:10.1007/3-540-45355-5_21",
  size =         "12 pages",
  abstract =     "When Genetic Programming (GP) is applied to system
                 identification or controller design different codings
                 can be used for internal representation of the
                 individuals. One common approach is a block-oriented
                 representation where nodes of the tree structure
                 directly correspond to blocks in a block diagram. In
                 this paper we present an indirect block-oriented
                 representation, which adopts some aspects of the way
                 humans perform the modelling in order to increase the
                 GP system's performance. A causality measure based on
                 an edit distance is examined to compare the direct an
                 the indirect representation. Finally, results from a
                 real world application of the indirect block-oriented
                 representation are presented.",
  notes =        "EuroGP'2001, part of \cite{miller:2001:gp}",
}

Genetic Programming entries for Eva Brucherseifer Peter Bechtel Stephan Freyer Peter Marenbach

Citations