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On 2-dimensional invariant subspaces of matrices

Omar Al-Raisi, Mohammad Shahryari

TL;DR

The paper addresses the problem of understanding 2-dimensional invariant subspaces (super-eigenvectors) of matrices over a non-commutative ring by developing a free $R$-module framework with $R=\mathrm{Mat}_2(\mathbb{F})$. It shows a correspondence between eigenstructures of matrices with entries in $R$ and 2D invariant subspaces of matrices over $\mathbb{F}$ via an $R$-basis and a mapping to $n\times n$ matrices over $\mathbb{F}$, enabling a determinant-based criterion using a quadratic polynomial $p_\Lambda(T)=T^2-\operatorname{tr}(\Lambda)T+\det(\Lambda)$. A key contribution is the criterion that, in $\operatorname{char}(\mathbb{F})\neq 2$, a proper super-eigenvalue $\Lambda$ exists iff $p_\Lambda(A)$ is singular and $p_\Lambda(T)$ is irreducible, tying proper 2D eigenstructure to irreducible quadratic factors of $p_A(T)$. The paper also provides a constructive finite bound on the number of non-similar proper super-eigenvalues and demonstrates the theory with a real example that yields two non-similar proper super-eigenvalues and explicit 2D invariant subspaces, highlighting the practical computability of the framework.

Abstract

We introduce a unified method for study of 2-dimensional invariant subspaces of matrices and their corresponding super-eigenvalues. As a novel application to non-commutative algebra, we present a connection between the eigenvalues of matrices with entries in the ring Mat_2(F) and 2-dimensional invariant subspaces of matrices with entries in the field F.

On 2-dimensional invariant subspaces of matrices

TL;DR

The paper addresses the problem of understanding 2-dimensional invariant subspaces (super-eigenvectors) of matrices over a non-commutative ring by developing a free -module framework with . It shows a correspondence between eigenstructures of matrices with entries in and 2D invariant subspaces of matrices over via an -basis and a mapping to matrices over , enabling a determinant-based criterion using a quadratic polynomial . A key contribution is the criterion that, in , a proper super-eigenvalue exists iff is singular and is irreducible, tying proper 2D eigenstructure to irreducible quadratic factors of . The paper also provides a constructive finite bound on the number of non-similar proper super-eigenvalues and demonstrates the theory with a real example that yields two non-similar proper super-eigenvalues and explicit 2D invariant subspaces, highlighting the practical computability of the framework.

Abstract

We introduce a unified method for study of 2-dimensional invariant subspaces of matrices and their corresponding super-eigenvalues. As a novel application to non-commutative algebra, we present a connection between the eigenvalues of matrices with entries in the ring Mat_2(F) and 2-dimensional invariant subspaces of matrices with entries in the field F.
Paper Structure (4 sections, 8 theorems, 61 equations)

This paper contains 4 sections, 8 theorems, 61 equations.

Key Result

Lemma 2.1

Suppose that $n=2k$ is an even number. Then $\mathcal{U}\cong_RR^k$ is the free $R$-module of rank $k$.

Theorems & Definitions (13)

  • Lemma 2.1
  • proof
  • Lemma 2.2
  • proof
  • Proposition 3.1
  • Corollary 3.2
  • Proposition 3.3
  • proof
  • Theorem 3.4
  • proof
  • ...and 3 more