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simultaneous upper triangular block-diagonalization of commuting matrices (Theorem)

Let $\vek{e}_i$ denote the (column) vector whose $i$ th position is $1$ and where all other positions are $0$ . Denote by $[n]$ the set $ \{1,\dotsc,n\}$ . Denote by $\Mat_n(\mc{K})$ the set of all $n \times n$ matrices over $\mc{K}$ , and by $\GL_n(\mc{K})$ the set of all invertible elements of $\Mat_n(\mc{K})$ .

Theorem 1   Let $\mc{K}$ be a field, let $ A_1,\dotsc,A_r \in \mathrm{M}_n(\mathcal {K})$ be pairwise commuting matrices, and let $\mc{L}$ be a field extension of $\mc{K}$ in which the characteristic polynomials of all $A_k$ split. Then there exists an equivalence relation $\sim$ on $[n]$ and a matrix $ R \in \mathrm{GL}_n(\mathcal {L})$ such that:
  1. If $ i \sim j$ and $ i \leqslant k \leqslant j$ then $ k \sim i$.
  2. If $ i \sim j$ then $ \mathbf {e}_i^{\mathrm{T}}\! R^{-1} A_k R \mathbf {e}_i = \mathbf {e}_j^{\mathrm{T}}\! R^{-1} A_k R \mathbf {e}_j$.
  3. If $ \mathbf {e}_i^{\mathrm{T}}\! R^{-1} A_k R \mathbf {e}_j \neq 0$ then $ i \leqslant j$ and $ i \sim j$.
In other words there exists a simultaneous upper triangular block-diagonalisation of the matrices $ A_1,\dotsc,A_r$ in which each block is characterised by the particular values of the diagonal elements.

The proof of this theorem is the obvious combination of the following two lemmas.

Lemma 2   Let $\mc{K}$ be a field, let $ A_1,\dotsc,A_r \in \mathrm{M}_n(\mathcal {K})$ be pairwise commuting matrices, and let $\mc{L}$ be a field extension of $\mc{K}$ in which the characteristic polynomials of all $A_k$ split. Then there exists some $ P \in \mathrm{GL}_n(\mathcal {L})$ such that
  1. $ P^{-1} A_k P$ is upper triangular for all $ k=1,\dotsc,r$, and
  2. if $ i,j,l \in [n]$ are such that $ i \leqslant l \leqslant j$ and $ \mathbf {e}_i^{\mathrm{T}}\! P^{-1} A_k P \mathbf {e}_i = \mathbf {e}_j^{\mathrm{T}}\! P^{-1} A_k P \mathbf {e}_j$ for all $ k=1,\dotsc,r$, then $ \mathbf {e}_l^{\mathrm{T}}\! P^{-1} A_k P \mathbf {e}_l = \mathbf {e}_j^{\mathrm{T}}\! P^{-1} A_k P \mathbf {e}_j$ for all $ k=1,\dotsc,r$ as well.

Let $ B_k = P^{-1} A_k P$ for all $ k=1,\dotsc,r$ and define \begin{equation*} i \sim j \quad\text{if and only if}\quad \Trans{\vek{e}_i} P^{-1} A_k P \vek{e}_i = \Trans{\vek{e}_j} P^{-1} A_k P \vek{e}_j \text{ for all }k \in [r]\text{.} \end{equation*}

Lemma 3   Let $\mc{L}$ be a field, let $n$ be a positive integer, and let $\sim$ be an equivalence relation on $[n]$ such that if $ i \sim j$ and $ i \leqslant k \leqslant j$ then $ k \sim i$. Let $ B_1,\dotsc,B_r \in \mathrm{M}_n(\mathcal {L})$ be pairwise commuting upper triangular matrices. If these matrices and $\sim$ are related such that \begin{equation*} i \sim j \quad\text{if and only if}\quad \Trans{\vek{e}_i} B_k \vek{e}_i = \Trans{\vek{e}_j} B_k \vek{e}_j \text{ for all }k \in [r]\text{,} \end{equation*}then there exists a matrix $ Q \in \mathrm{GL}_n(\mathcal {L})$ such that:
  1. If $ \mathbf {e}_i^{\mathrm{T}}\! Q^{-1} B_k Q \mathbf {e}_j \neq 0$ then $ i \sim j$ and $ i \leqslant j$.
  2. If $ i \sim j$ then $ \mathbf {e}_i^{\mathrm{T}}\! Q^{-1} B_k Q \mathbf {e}_j = \mathbf {e}_i^{\mathrm{T}}\! B_k \mathbf {e}_j$.

The wanted $R$ is then $PQ$ .




"simultaneous upper triangular block-diagonalization of commuting matrices" is owned by lars_h.
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See Also: Jordan canonical form theorem, commuting matrices are simultaneously triangularizable

Keywords:  diagonalization, diagonalisation, commuting matrices

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simultaneous triangularisation of commuting matrices over any field (Theorem) by lars_h
simultaneous block-diagonalization of upper triangular commuting matrices (Theorem) by lars_h
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Cross-references: upper triangular matrices, integer, positive, combination, obvious, theorem, proof, diagonal, block, upper triangular, equivalence relation, characteristic polynomials, field extension, commuting matrices, field, invertible, matrices, vector, column

This is version 1 of simultaneous upper triangular block-diagonalization of commuting matrices, born on 2005-08-29.
Object id is 7350, canonical name is SimultaneousUpperTriangularBlockDiagonalizationOfCommutingMatrices.
Accessed 2390 times total.

Classification:
AMS MSC15A21 (Linear and multilinear algebra; matrix theory :: Canonical forms, reductions, classification)

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