• Title of article

    Improving the Dai–Liao parameter choices using a fixed point equation

  • Author/Authors

    Babaie-Kafaki, Saman Department of Mathematics - Semnan University, Semnan, Iran , Aminifard, Zohre Department of Mathematics - Semnan University, Semnan, Iran

  • Pages
    10
  • From page
    11
  • To page
    20
  • Abstract
    Recently, based on a singular value analysis on the Dai–Liao conjugate gradient method, Babaie-Kafaki and Aminifard suggested a fixed point equation. The prominent feature of the proposed equation is that its solutions may increase numerical stability of the method while improving the global convergence. Here, the same fixed point equation is employed to upgrade previously proposed choices of the Dai–Liao parameter based on the well-known functional iteration method. Global convergence analysis is conducted and numerical experiments are done to support our discussions.
  • Keywords
    Unconstrained optimization , conjugate gradient method , maximum magnification , fixed point equation , functional iteration
  • Journal title
    Journal of Mathematical Modeling(JMM)
  • Serial Year
    2022
  • Record number

    2733235