Explicit inverse of symmetric, tridiagonal near Toeplitz matrices with strictly diagonally dominant Toeplitz part

Bakytzhan Kurmanbek, Yogi Erlangga, Yerlan Amanbek

Research output: Contribution to journalArticlepeer-review

Abstract

Let Tn = tridiag (-1,b,-1), an n×n symmetric, strictly diagonally dominant tridiagonal matrix (|b| > 2). This article investigates tridiagonal near-Toeplitz matrices Tn:= [ti,j], obtained by perturbing the (1, 1) and (n, n) entry of Tn . Let t1,1 = tn,n = b ≠ b. We derive exact inverses of Tn. Furthermore, we demonstrate that these results hold even when |b| < 1. Additionally, we establish upper bounds for the infinite norms of the inverse matrices. The row sums and traces of the inverse provide insight into the matrix's spectral properties and play a key role in understanding the convergence of fixed-point iterations. These metrics allow us to derive tighter bounds on the infinite norms and improve computational efficiency. Numerical results for Fisher's problem demonstrate that the derived bounds closely match the actual infinite norms, particularly for b > 2 with b ≤ 1 and b< - 2 with b ≥-1 . For other cases, further refinement of the bounds is possible. Our results contribute to improving the convergence rates of fixed-point iterations and reducing the computation time for matrix inversion.

Original languageEnglish
Article number20240032
JournalSpecial Matrices
Volume13
Issue number1
DOIs
Publication statusPublished - Jan 1 2025

Keywords

  • diagonal dominance
  • exact inverses
  • Toeplitz matrices
  • upper bounds

ASJC Scopus subject areas

  • Algebra and Number Theory
  • Geometry and Topology

Fingerprint

Dive into the research topics of 'Explicit inverse of symmetric, tridiagonal near Toeplitz matrices with strictly diagonally dominant Toeplitz part'. Together they form a unique fingerprint.

Cite this