Image of Transpose of Linear Transformation is Annihilator of Kernel
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Theorem
Let $G$ and $H$ be $n$-dimensional vector spaces over a field.
Let $\map \LL {G, H}$ be the set of all linear transformations from $G$ to $H$.
Let $u \in \map \LL {G, H}$.
Let $u^\intercal$ be the transpose of $u$.
Then:
- The image of $u^\intercal$ is the annihilator of $\map \ker u$.
where $\map \ker u$ denotes the kernel of $u$.
Proof
Let $x \in \map \ker u$.
Let $H^*$ be the algebraic dual of $H$.
Let $\innerprod x t$ be the evaluation linear transformation.
Then:
- $\forall y \in H^*: \innerprod x {\map {u^\intercal} y} = \innerprod {\map u x} y = \innerprod 0 y = 0$
So:
- $\map {u^\intercal} {H^*} \subseteq \paren {\map \ker u}^\circ$
From Rank Plus Nullity Theorem and Results Concerning Annihilator of Vector Subspace:
\(\ds \map \dim {\map {u^\intercal} {H^*} }\) | \(=\) | \(\ds n - \map \dim {\map \ker {u^\intercal} }\) | ||||||||||||
\(\ds \) | \(=\) | \(\ds n - \map \dim {\paren {\map u G}^\circ}\) | ||||||||||||
\(\ds \) | \(=\) | \(\ds \map \dim {\map u G}\) | ||||||||||||
\(\ds \) | \(=\) | \(\ds n - \map \dim {\map \ker u}\) | ||||||||||||
\(\ds \) | \(=\) | \(\ds \map \dim {\paren {\map \ker u}^\circ}\) |
Hence:
- $\map {u^\intercal} {H^*} = \paren {\map \ker u}^\circ$
$\blacksquare$
Sources
- 1965: Seth Warner: Modern Algebra ... (previous) ... (next): Chapter $\text V$: Vector Spaces: $\S 28$. Linear Transformations: Theorem $28.12$