# invertible matrix

Let $R$ be a ring and $M$ an $m\times n$ matrix over $R$. $M$ is said to be left invertible if there is an $n\times m$ matrix such that $NM=I_{n}$, where $I_{n}$ is the $n\times n$ identity matrix  . We call $N$ a left inverse  of $M$. Similarly, $M$ is right invertible if there is an $n\times m$ matrix $P$, called a right inverse of $M$, such that $MP=I_{m}$, where $I_{m}$ is the $m\times m$ identity matrix. If $M$ is both left invertible and right invertible, we say that $M$ is invertible  . If $R$ is an associative ring, and $M$ is invertible, then it has a unique left and a unique right inverse, and they are in fact equal, we call this matrix the inverse    of $M$.

If $R$ is a division ring, then it can be shown that for any matrix $M$ over $R$, $M$ is left invertible iff it is invertible iff it is right invertible. In addition, when $M$ is invertible, it is a square matrix  . Furthermore, $R$ is a field iff for any square matrix $M$ (over $R$), $M$ is invertible implies that $M^{T}$, its transpose  , is invertible as well. Invertibility of matrices over a division ring can also be determined by quantities known as ranks and determinants  . It can be shown that a matrix over a division ring is invertible iff its left row rank (or right column rank) is full iff its determinant is non-zero. For example, the $2\times 2$ matrix

 $\begin{pmatrix}1&j\\ i&k\end{pmatrix}$

over the Hamiltonian quaternions is not invertible, as its determinant $k-ji=0$. It is interesting to note that, however, its transpose

 $\begin{pmatrix}1&i\\ j&k\end{pmatrix}$

is invertible, whose determinant is $2k\neq 0$. The relationship between determinants and matrix invertibility can also be used to prove the following: preservation of matrix invertibility upon matrix transposition  implies commutativity of division ring $D$. This can be done as follows: given any $a,b\in D$, the $2\times 2$ matrix

 $\begin{pmatrix}ab&b\\ a&1\end{pmatrix}$

is not invertible because its determinant is $0$. Therefore, its transpose

 $\begin{pmatrix}ab&a\\ b&1\end{pmatrix}$

is also not invertible, and its determinant is $0=ab-ba$, whence $D$ is a field.

Title invertible matrix InvertibleMatrix 2013-03-22 19:23:09 2013-03-22 19:23:09 CWoo (3771) CWoo (3771) 11 CWoo (3771) Definition msc 15-01 msc 15A09 msc 15A33