• Title of article

    Matrix balancing and robust Monte Carlo algorithm for evaluating dominant eigenpair

  • Author/Authors

    Behrouz Fathi Vajargah، نويسنده , , Farshid Mehrdoust، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2010
  • Pages
    12
  • From page
    355
  • To page
    366
  • Abstract
    Matrix balancing may effect the stability of algorithms in matrix computations and the accuracy of computed solutions. In this paper, we first introduce an algorithm for matrix balancing. Then, using Monte Carlo method we propose a robust algorithm to evaluate dominant eigenpair of a given matrix. Finally, several randomly generated examples are presented to show the efficiency of the new method.
  • Keywords
    Markov chain , Large scale ma-trices , Eigenpair , Balancing , Monte Carlo algorithms , Robust Monte Carlo algorithm
  • Journal title
    Computer Science Journal of Moldova
  • Serial Year
    2010
  • Journal title
    Computer Science Journal of Moldova
  • Record number

    679330

    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=10&DC=679330