Kernel of Linear Transformation contained in Kernel of different Linear Transformation implies Transformations are Proportional
Theorem
Let $V$ be a complex vector space.
Let $\map \LL {V, \C}$ be the space of all linear transformations from $V$ to complex numbers $\C$.
Let $\ell, L \in \map \LL {V, \C}$ be such that $\ker \ell \subseteq \ker L$ where $\ker$ denotes the kernel.
Then:
- $\exists c \in \C : L = c \ell$
Proof
Suppose $\ell = \mathbf 0$.
Then $\ker \ell = V$, i.e. the kernel of $\ell$ is the entire vector space $V$.
Moreover:
- $\ker \ell \subseteq \ker L \implies \ker L = V$
Therefore $L = \mathbf 0$, and we can set $c = 0$ to have:
- $L = \mathbf 0 = 0 \cdot \ell$
Suppose $\ell \ne \mathbf 0$.
By Linear Transformation Maps Zero Vector to Zero Vector:
- $\exists v_0 \in V : v_0 \ne \mathbf 0 : \map \ell {v_0} \ne 0$
Let $v \in V$.
Let:
- $w = v - c_v v_0$
where $c_v \in \C$.
Then:
\(\ds \map L v\) | \(=\) | \(\ds \map L {c_v v_0 + w}\) | ||||||||||||
\(\ds \) | \(=\) | \(\ds c_v \map L {v_0} + \map L w\) | Definition of Linear Transformation |
Suppose $w \in \ker \ell$.
Then $w \in \ker L$ and:
- $\map \ell w = \map L w = 0$.
Now we will seek for $w$ such that $\map \ell w = 0$.
\(\ds \map \ell w\) | \(=\) | \(\ds \map \ell v - c_v \map \ell {v_0}\) | ||||||||||||
\(\ds \) | \(=\) | \(\ds 0\) | ||||||||||||
\(\ds \leadsto \ \ \) | \(\ds c_v\) | \(=\) | \(\ds \frac {\map \ell v }{\map \ell {v_0} }\) |
Hence, if $\ds c_v = \frac {\map \ell v }{\map \ell {v_0} }$ then:
\(\ds \map L v\) | \(=\) | \(\ds \frac {\map \ell v }{\map \ell {v_0} } \map L {v_0}\) | ||||||||||||
\(\ds \) | \(=\) | \(\ds \frac {\map L {v_0} }{\map \ell {v_0} } \map \ell v\) |
Therefore:
- $\ds c = \frac {\map L {v_0} }{\map \ell {v_0} }$
$\blacksquare$
Sources
- 2017: Amol Sasane: A Friendly Approach to Functional Analysis ... (previous) ... (next): Chapter $\S 6.2$: Derivatives in the distributional sense