Discrete non-commutative hungry Toda lattice and its application in matrix computation

Fuente: arXiv
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Main Authors: Wang, Zheng, Li, Shi-Hao, Lu, Kang-Ya, Sun, Jian-Qing
Format: Preprint
Published: 2024
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author Wang, Zheng
Li, Shi-Hao
Lu, Kang-Ya
Sun, Jian-Qing
author_facet Wang, Zheng
Li, Shi-Hao
Lu, Kang-Ya
Sun, Jian-Qing
contents In this paper, we plan to show an eigenvalue algorithm for block Hessenberg matrices by using the idea of non-commutative integrable systems and matrix-valued orthogonal polynomials. We introduce adjacent families of matrix-valued $θ$-deformed bi-orthogonal polynomials, and derive corresponding discrete non-commutative hungry Toda lattice from discrete spectral transformations for polynomials. It is shown that this discrete system can be used as a pre-precessing algorithm for block Hessenberg matrices. Besides, some convergence analysis and numerical examples of this algorithm are presented.
format Preprint
id arxiv_https___arxiv_org_abs_2404_13492
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle Discrete non-commutative hungry Toda lattice and its application in matrix computation
Wang, Zheng
Li, Shi-Hao
Lu, Kang-Ya
Sun, Jian-Qing
Numerical Analysis
Mathematical Physics
Exactly Solvable and Integrable Systems
In this paper, we plan to show an eigenvalue algorithm for block Hessenberg matrices by using the idea of non-commutative integrable systems and matrix-valued orthogonal polynomials. We introduce adjacent families of matrix-valued $θ$-deformed bi-orthogonal polynomials, and derive corresponding discrete non-commutative hungry Toda lattice from discrete spectral transformations for polynomials. It is shown that this discrete system can be used as a pre-precessing algorithm for block Hessenberg matrices. Besides, some convergence analysis and numerical examples of this algorithm are presented.
title Discrete non-commutative hungry Toda lattice and its application in matrix computation
topic Numerical Analysis
Mathematical Physics
Exactly Solvable and Integrable Systems
url https://arxiv.org/abs/2404.13492