• DocumentCode
    3422833
  • Title

    Clustering Genetic Algorithm

  • Author

    Kudová, Petra

  • Author_Institution
    Acad. of Sci. of the Czech Republic, Prague
  • fYear
    2007
  • fDate
    3-7 Sept. 2007
  • Firstpage
    138
  • Lastpage
    142
  • Abstract
    In this paper we present and study a clustering technique based on genetic algorithms Clustering Genetic Algorithm. Performance of the algorithm is demonstrated on experiments. We have shown that it outperforms the k-means algorithm on some tasks. In addition, it is capable of optimising the number of clusters for tasks with well formed and separated clusters.
  • Keywords
    genetic algorithms; pattern clustering; genetic algorithms clustering technique; k-means algorithm; Application software; Clustering algorithms; Computer science; Data analysis; Data mining; Databases; Expert systems; Genetic algorithms; Machine learning; Machine learning algorithms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Database and Expert Systems Applications, 2007. DEXA '07. 18th International Workshop on
  • Conference_Location
    Regensburg
  • ISSN
    1529-4188
  • Print_ISBN
    978-0-7695-2932-5
  • Type

    conf

  • DOI
    10.1109/DEXA.2007.65
  • Filename
    4312873
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3422833