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Structural properties of a symmetric Toeplitz matrix

Authors :
Chu, Hojin
Ryu, Homoon
Publication Year :
2024

Abstract

In this paper, we investigate the properties of a symmetric Toeplitz matrix by studying the components of its graph. To this end, we introduce the notion of "weighted Toeplitz graph", which is a weighted graph whose adjacency matrix is a symmetric Toeplitz matrix and whose weight is the corresponding entry of the matrix. By studying the components of a weighted Toeplitz graph, we show that a Frobenius normal form of a symmetric Toeplitz matrix is a direct sum of symmetric irreducible Toeplitz matrices. We design a linear time algorithm which determines the number of blocks in a Frobenius normal form of a symmetric Toeplitz matrix. In the process of deriving results needed to design the algorithm, we contract the residue classes of a given graph to obtain a simpler graph, which is then studied using number-theoretic techniques.

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2410.13129
Document Type :
Working Paper