• DocumentCode
    2117996
  • Title

    A Modified Newton Method for Unconstrained Convex Optimization

  • Author

    Hailin, Liu

  • Author_Institution
    Sch. of Comput. Sci., Guangdong Polytech. Normal Univ., Guangzhou
  • Volume
    2
  • fYear
    2008
  • fDate
    20-22 Dec. 2008
  • Firstpage
    754
  • Lastpage
    757
  • Abstract
    In this paper , we provide a new method through modifying the iterative matrix of Newton method . For this modification, we prove general local convergence results .The new method improves the condition number of the Hessian. The numeric results shows that the new method avoid the singular phenomenon.
  • Keywords
    Hessian matrices; Newton method; convergence of numerical methods; convex programming; Hessian; iterative matrix; modified Newton method; unconstrained convex optimization; Newton method; convex; local convergence; quadratic rate; unconstrained optimization.;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Science and Engineering, 2008. ISISE '08. International Symposium on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-2727-4
  • Type

    conf

  • DOI
    10.1109/ISISE.2008.74
  • Filename
    4732499
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2117996