TransWikia.com

Can a nonsingular matrix be column-permuted so that the diagonal blocks are nonsingular?

Mathematics Asked by syeh_106 on November 29, 2021

Suppose that $Ain M_{n+m}(mathbf C)$ (i.e. a $(n+m)times (n+m)$ complex matrix) is non-singular. Is it always possible to find a permutation matrix $P$ so that

$$AP = begin{bmatrix} A_1 & A_2 \ A_3 & A_4end{bmatrix}$$

where $A_1in M_n(mathbf C)$ and $A_4 in M_m(mathbf C)$ are non-singular?

It appears true for small matrices, e.g., $n = m = 1$. But I had a hard time proving it in general or coming up with a counter-example, and would appreciate some help.

One Answer

Yes, it's always possible. For any positive integer $k$, define $[k]={1,2,ldots,k}$. Let $I=[n]$. By Laplace expansion theorem, $$ det(A)=(-1)^{sum_{iin I}i}sum_{Jinbinom{[n+m]}{m}}(-1)^{sum_{jin J}j}det(A[I,J])det(A(I,J)),tag{1} $$ where:

  • $binom{[n+m]}{m}$ is the set of all strictly increasing sequences of $m$ distinct indices chosen from $[n+m]={1,2,ldots,n+m}$,
  • $A(I,J)$ denotes the submatrix of $A$ obtained by removing all rows indexed by $I$ and all columns indexed by $J$, and
  • $A[I,J]$ denotes the submatrix of $A$ obtained from the rows indexed by $I$ and the columns indexed by $J$, i.e. it is the submatrix complementary to $A(I,J)$. Formally, $A[I,J]=A([n+m]-I,,[n+m]-J)$.

It follows from $(1)$ that if $A$ is nonsingular, $det(A[I,J])det(A(I,J))$ must be nonzero for some $J$. Hence $A[I,J]$ and $A(I,J)$ are nonsingular. Let $P$ be any permutation matrix whose first $n$ columns are the standard basis vectors $e_j$s such that $jin J$. Then the result follows.

Answered by user1551 on November 29, 2021

Add your own answers!

Ask a Question

Get help from others!

© 2024 TransWikia.com. All rights reserved. Sites we Love: PCI Database, UKBizDB, Menu Kuliner, Sharing RPP