• DocumentCode
    1152713
  • Title

    Solving sparse linear systems: taking the direct approach

  • Author

    O´Leary, D.P.

  • Volume
    7
  • Issue
    5
  • fYear
    2005
  • Firstpage
    62
  • Lastpage
    67
  • Abstract
    In this paper, we explore the importance of ordering when solving large, sparse systems of linear equations. Examples are drawn from the solution of partial differential equations; such problems are a prime source of such linear systems. Nothing that we do is specific to these problems, however, and you might prefer to work with a matrix from a standard test set (for example, ´wathen´ from Matlab´s gallery function or a matrix from the Matrix Market at http://math.nist.gov/MatrixMarket/) or a matrix of particular interest in your work.
  • Keywords
    linear systems; partial differential equations; sparse matrices; linear equations; matrix algebra; ordering; partial differential equations; sparse linear systems; Computer languages; Gaussian processes; Linear systems; Partial differential equations; Sparse matrices; Testing; finite elements; linear systems; poisson;
  • fLanguage
    English
  • Journal_Title
    Computing in Science & Engineering
  • Publisher
    ieee
  • ISSN
    1521-9615
  • Type

    jour

  • DOI
    10.1109/MCSE.2005.101
  • Filename
    1501742