Determinant of Linear Operator is Well Defined

From ProofWiki
Jump to navigation Jump to search


Let $V$ be a nontrivial finite dimensional vector space over a field $K$.

Let $A: V \to V$ be a linear operator of $V$.

Then the determinant $\det A$ of $A$ is well defined, that is, does not depend on the choice of a basis of $V$.


Let $A_\mathcal B$ and $A_\mathcal C$ be the matrices of $A$ relative to $\mathcal B$ and $\mathcal C$ respectively.

Let $\det$ also denote the determinant of a matrix.

We are required to show that $\det A_\mathcal B = \det A_\mathcal C$.

Let $P$ be the change of basis matrix from $\mathcal B$ to $\mathcal C$.

By Change of Coordinate Vectors Under Linear Mapping and since $A_\mathcal B$ and $A_\mathcal C$ represent the same linear operator with respect to different bases, the following diagram commutes:

Determinant Independent of Basis.png

where $u \in V$, and $\left[{u}\right]_\mathcal B$ indicates the coordinate vector of $u$ with repect to $\mathcal B$, and similarly for $\left[{u}\right]_\mathcal C$.

That is, $P A_\mathcal B = A_\mathcal C P$.

Therefore, because a Change of Basis is Invertible we have:

$A_\mathcal B = P^{-1} A_\mathcal C P$


\(\ds \det \left({A_\mathcal B}\right)\) \(=\) \(\ds \det \left({P^{-1} A_\mathcal C P}\right)\)
\(\ds \) \(=\) \(\ds \det \left({P^{-1} }\right) \det \left({A_\mathcal C}\right) \det \left({P}\right)\) Determinant of Matrix Product
\(\ds \) \(=\) \(\ds \det \left({P}\right)^{-1} \det \left({A_\mathcal C}\right) \det \left({P}\right)\) Determinant of Inverse Matrix
\(\ds \) \(=\) \(\ds \det \left({A_\mathcal C}\right)\)

Hence the result.