• Medientyp: Elektronische Ressource
  • Titel: Hierarchical Cholesky decomposition of sparse matrices arising from curl-curl-equation
  • Beteiligte: Ibragimow, Ilgis [Verfasser:in]; Rjasanow, Sergej [Verfasser:in]; Straube, Katharina [Verfasser:in]
  • Erschienen: Scientific publications of the Saarland University (UdS), 2005
  • Sprache: Englisch
  • DOI: https://doi.org/10.22028/D291-26317
  • Schlagwörter: clustering ; reordering ; approximate Cholesky decomposition ; hierarchical matrix
  • Entstehung:
  • Anmerkungen: Diese Datenquelle enthält auch Bestandsnachweise, die nicht zu einem Volltext führen.
  • Beschreibung: A new hierarchical renumbering technique for sparse matrices arising from the application of the Finite Element Method (FEM) to three-dimensional Maxwell's equations is presented. It allows the complete Cholesky decomposition of the matrix, which leads to a direct solver of O(N^{4/3}) memory requirement. In addition, an approximate factorisation yielding a preconditioner for the matrix can be constructed. For this, two algorithms using low-rank approximation are presented which have almost linear arithmetic complexity and memory requirement. The efficiency of the methods is demonstrated on several numerical examples.
  • Zugangsstatus: Freier Zugang