Topological Interpretation of Crossover

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

@InProceedings{moraglio:tio:gecco2004,
  author =       "Alberto Moraglio and Riccardo Poli",
  title =        "Topological Interpretation of Crossover",
  booktitle =    "Genetic and Evolutionary Computation -- GECCO-2004,
                 Part I",
  year =         "2004",
  editor =       "Kalyanmoy Deb and Riccardo Poli and 
                 Wolfgang Banzhaf and Hans-Georg Beyer and Edmund Burke and 
                 Paul Darwen and Dipankar Dasgupta and Dario Floreano and 
                 James Foster and Mark Harman and Owen Holland and 
                 Pier Luca Lanzi and Lee Spector and Andrea Tettamanzi and 
                 Dirk Thierens and Andy Tyrrell",
  series =       "Lecture Notes in Computer Science",
  pages =        "1377--1388",
  address =      "Seattle, WA, USA",
  publisher_address = "Heidelberg",
  month =        "26-30 " # jun,
  organisation = "ISGEC",
  publisher =    "Springer-Verlag",
  volume =       "3102",
  ISBN =         "3-540-22344-4",
  ISSN =         "0302-9743",
  URL =          "http://privatewww.essex.ac.uk/~amoragn/gecco2004fin.PDF",
  DOI =          "doi:10.1007/b98643",
  DOI =          "doi:10.1007/978-3-540-24854-5_131",
  size =         "12",
  keywords =     "genetic algorithms, genetic programming, geometric
                 search",
  abstract =     "In this paper we give a representation-independent
                 topological definition of crossover that links it
                 tightly to the notion of fitness landscape. Building
                 around this definition, a geometric/topological
                 framework for evolutionary algorithms is introduced
                 that clarifies the connection between representation,
                 genetic operators, neighbourhood structure and distance
                 in the landscape. Traditional genetic operators for
                 binary strings are shown to fit the framework. The
                 advantages of this interpretation are discussed",
  notes =        "GECCO-2004 A joint meeting of the thirteenth
                 international conference on genetic algorithms
                 (ICGA-2004) and the ninth annual genetic programming
                 conference (GP-2004)",
}

Genetic Programming entries for Alberto Moraglio Riccardo Poli

Citations