• DocumentCode
    526988
  • Title

    GA-based Kriging for isoline drawing

  • Author

    Wei, Zhenhua ; Liu, Zhifeng ; Chen, Qing

  • Author_Institution
    Fac. of Earth Resources, China Univ. of Geosci., Wuhan, China
  • Volume
    2
  • fYear
    2010
  • fDate
    17-18 July 2010
  • Firstpage
    170
  • Lastpage
    173
  • Abstract
    Variogram as an important mathematical model of Kriging can effectively describe the features of the variants in some districts of ore deposit. This paper presents a isoline drawing method which uses genetic algorithm (GA) to estimate the Kriging variogram parameters. This method called GA-based Kriging was compared to ordinary Kriging. The isolines interpolated by GA-based Kriging are of higher precision and smaller error. GA-based Kriging provides a good tool for engineering application.
  • Keywords
    cartography; genetic algorithms; mathematical analysis; statistical analysis; GA based kriging; Kriging variogram parameters; genetic algorithm; isoline drawing; mathematical model; ore deposit; Genetics; GA; GA-based Kriging; isoline drawing; ordinary Kriging; variogram;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Environmental Science and Information Application Technology (ESIAT), 2010 International Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-7387-8
  • Type

    conf

  • DOI
    10.1109/ESIAT.2010.5567301
  • Filename
    5567301
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=526988