Tridiagonal test matrices for eigenvalue computations: Two-parameter extensions of the Clement matrix
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摘要
The Clement or Sylvester–Kac matrix is a tridiagonal matrix with zero diagonal and simple integer entries. Its spectrum is known explicitly and consists of integers which makes it a useful test matrix for numerical eigenvalue computations. We consider a new class of appealing two-parameter extensions of this matrix which have the same simple structure and whose eigenvalues are also given explicitly by a simple closed form expression. The aim of this paper is to present in an accessible form these new matrices and examine some numerical results regarding the use of these extensions as test matrices for numerical eigenvalue computations.
论文关键词:65F15,15A18,15A36,Tridiagonal matrix,Exact eigenvalues,Eigenvalue computation,Clement matrix,Sylvester–Kac matrix
论文评审过程:Received 8 September 2015, Revised 6 July 2016, Available online 2 November 2016, Version of Record 14 November 2016.
论文官网地址:https://doi.org/10.1016/j.cam.2016.10.019