Is the Linear Transformation Between the Vector Space of 2 by 2 Matrices an Isomorphism?

Linear Transformation problems and solutions

Problem 528

Let $V$ denote the vector space of all real $2\times 2$ matrices.
Suppose that the linear transformation from $V$ to $V$ is given as below.
2 & 3\\
5 & 7
2 & 3\\
5 & 7
\end{bmatrix}.\] Prove or disprove that the linear transformation $T:V\to V$ is an isomorphism.

LoadingAdd to solve later


A linear transformation $T$ is an isomorphism if it is both surjective (onto) and injective (one to one).

Recall that a linear transformation $T$ is injective if and only if the kernel is trivial, that is, $\ker(T)=\{\mathbf{0}\}$.


We claim that $T$ is not an isomorphism.

Recall that an isomorphism means that $T$ is surjective (onto) and injective (one to one).
Thus, to disprove that $T$ is a linear transformation, it suffices to prove that $T$ is not surjective or $T$ is not injective.

Let us prove that $T$ is not injective.
Equivalently, we show that the kernel $\ker(T)$ is nontrivial, that is, $\ker(T)\neq \{O\}$, where $O$ is the $2\times 2$ zero matrix.

If $A$ is in $\ker(T)$, then we have $O=T(A)$ and it follows that
2 & 3\\
5 & 7
2 & 3\\
5 & 7

In other words, a matrix is in the kernel if it commutes with the matrix $\begin{bmatrix}
2 & 3\\
5& 7

So out goal is to find nonzero matrices that commute with $\begin{bmatrix}
2 & 3\\
5& 7

For example, the $2\times 2$ identity matrix $I$ will do.
Hence the kernel of $T$ contains a nonzero matrix, hence $T$ is not injective.
Thus, $T$ is not isomorphism.


Note that we did not have to determine the kernel.
What we needed is to show that $\ker(T)\neq \{O\}$.
We proved this by showing that $I\in \ker(T)$.

Another matrix in the kernel is $\begin{bmatrix}
2 & 3\\
5& 7
\end{bmatrix}$ itself.

Also, note that we proved that $T$ is not an isomorphism because $T$ is not injective.
We could have tried to prove that $T$ is not surjective but this is harder.

LoadingAdd to solve later

More from my site

You may also like...

Leave a Reply

Your email address will not be published. Required fields are marked *

More in Linear Algebra
Idempotent Matrix Problems and Solutions in Linear Algebra
Unit Vectors and Idempotent Matrices

A square matrix $A$ is called idempotent if $A^2=A$. (a) Let $\mathbf{u}$ be a vector in $\R^n$ with length $1$....