• DocumentCode
    3089651
  • Title

    An Improved Genetic Algorithm

  • Author

    Ma, Ping ; Tian, Meng ; Yang, Ming

  • Author_Institution
    Control & Simulation Center, Harbin Inst. of Technol., Harbin, China
  • fYear
    2010
  • fDate
    17-19 Sept. 2010
  • Firstpage
    977
  • Lastpage
    980
  • Abstract
    In this paper, an improved Genetic Algorithm is proposed. We introduce Support Vector Machines (SVM) into Genetic Algorithm (GA) based on the traditional GA. Through forecasting the gene encoding to divide the chromosomes, it reduces the searching range of gene. Finally, the experimental results prove that the improved algorithm has reached the aim of accelerating the constringency speed and shortening the computing time.
  • Keywords
    genetic algorithms; support vector machines; improved genetic algorithm; searching range; support vector machines; Classification algorithms; Encoding; Gallium; Genetic algorithms; Genetics; Heuristic algorithms; Support vector machines; Genetic Algorithm; Support Vector Machines; constringency speed; forecasting classification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pervasive Computing Signal Processing and Applications (PCSPA), 2010 First International Conference on
  • Conference_Location
    Harbin
  • Print_ISBN
    978-1-4244-8043-2
  • Electronic_ISBN
    978-0-7695-4180-8
  • Type

    conf

  • DOI
    10.1109/PCSPA.2010.241
  • Filename
    5635953
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3089651