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An extension of the class of matrices arising in the numerical solution of PDEs

  • Cheng Yi Zhang
  • , Shuanghua Luo
  • , Jicheng Li
  • , Fengmin Xu
  • Xi'an Polytechnic University
  • Xi'an Jiaotong University

Research output: Contribution to journalArticlepeer-review

Abstract

This paper studies block matrices A = [A ij] ∈ C km×km, where every block A ij ∈ C k×k for i, j ∈ m = {1, 2,..., m} and A ij is non-Hermitian positive definite for all i ∈ m. Such a matrix is called an extended H-matrix if its block comparison matrix is a generalized M-matrix. Matrices of this type are an extension of generalized M -matrices proposed by Elsner and Mehrmann [L. Elsner and V. Mehrmann. Convergence of block iterative methods for linear systems arising in the numerical solution of Euler equations. Numer. Math., 59:541-559, 1991.] and generalized H-matrices by Nabben [R. Nabben. On a class of matrices which arise in the numerical solution of Euler equations. Numer. Math., 63:411-431, 1992.]. This paper also discusses some properties including positive definiteness and invariance under block Gaussian elimination of a subclass of extended H-matrices, especially, convergence of some block iterative methods for linear systems with such a subclass of extended H-matrices. Furthermore, the incomplete LDU -factorization of these matrices is investigated and applied to establish some convergent results on some iterative methods. Finally, this paper generalizes theory on generalized H-matrices and answers the open problem proposed by R. Nabben.

Original languageEnglish
Pages (from-to)422-444
Number of pages23
JournalElectronic Journal of Linear Algebra
Volume23
StatePublished - 2012

Keywords

  • Extended H-matrices
  • Generalized H-matrices
  • Generalized M -matrices

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