• DocumentCode
    1624758
  • Title

    Utilization of NNs and GAs for improving the traditional technical analysis in the financial market

  • Author

    Baba, Norio ; Kawachi, Tomoko ; Nomura, Toshinori ; Sakatani, Yuuki

  • Author_Institution
    Inf. Sci., Osaka Kyoiku Univ., Japan
  • Volume
    2
  • fYear
    2004
  • Firstpage
    1409
  • Abstract
    Soft computing techniques have been applied successfully to various actual problems. In this paper, we propose a new decision support system for dealing stocks which improves the traditional technical analysis by using GAs. Further, we also briefly touch upon our trial utilizing NNs for this objective. Several computer simulation results confirm the effectiveness of the proposed DSS.
  • Keywords
    decision support systems; genetic algorithms; neural nets; stock markets; decision support system; financial market; genetic algorithms; neural nets; soft computing; technical analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SICE 2004 Annual Conference
  • Conference_Location
    Sapporo
  • Print_ISBN
    4-907764-22-7
  • Type

    conf

  • Filename
    1491644
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1624758