[Math] Proof Review – Prove that for vectors u,v and scalar c, u $\cdot$ cv = c(u $\cdot$ v)

linear algebraproof-verificationvectors

I'm attempting to write a rather trivial (for most math people) proof for practice in my linear algebra class and I would greatly appreciate feedback on the accuracy of my proof as well as suggestions to improve it's overall argument.

My proof writing skills are fairly rough but I'm doing my best to improve:

Prove that $\overrightarrow u$ $\cdot$ c$\overrightarrow v$ = c($\overrightarrow u$ $\cdot$ $\overrightarrow v$) for all vectors $\overrightarrow u$ and $\overrightarrow v$ in $\mathbb R^n$ multiplied by any scalars c.

$Proof$:

Let vectors $\overrightarrow v$ and $\overrightarrow u$ be any arbitrary vectors in $\mathbb R^n$ and c be any scalar where c $\in$ $\mathbb R$.

Want to show that $\overrightarrow u$ $\cdot$ c$\overrightarrow v$ = c($\overrightarrow u \cdot \overrightarrow v$) for all vectors $\in$ $\mathbb R^n$ multiplied by any scalar c.

By the definition of the dot product and scalar multiplication, the left hand side yields:

$\overrightarrow u \cdot c\overrightarrow v = \overrightarrow u_1 c \overrightarrow v_1 + \overrightarrow u_2 c \overrightarrow v_2 + … \overrightarrow u_n c \overrightarrow v_n$

$= c(\overrightarrow u_1 \overrightarrow v_1 + \overrightarrow u_2 \overrightarrow v_2 +… \overrightarrow u_n \overrightarrow v_n)$

$= c \overrightarrow u_1 \overrightarrow v_1 + c \overrightarrow u_2 \overrightarrow v_2 + … c \overrightarrow u_n \overrightarrow v_n$

It follows, using the same properties, that the right hand side yields:

$c(\overrightarrow u \cdot \overrightarrow v) = c(\overrightarrow u_1 \overrightarrow v_1 + \overrightarrow u_2 \overrightarrow v_2 + … \overrightarrow u_n \overrightarrow v_n)$

$= c \overrightarrow u_1 \overrightarrow v_1 + c \overrightarrow u_2 \overrightarrow v_2 + … c \overrightarrow u_n \overrightarrow v_n$

It is enough to show that the left hand side equals the right hand side

$\therefore \overrightarrow u \cdot c \overrightarrow v = c(\overrightarrow u \cdot \overrightarrow v)$ for all vectors in $\mathbb R^n$ and any scalar c. $\tag*{$\blacksquare$}$

I feel like this proof is incomplete, so if someone could review it and give me some advice I would sincerely appreciate it! Thanks.

Best Answer

It's fine - just remember to remove the arrows on top once your start using subscripts, since the components of a vector aren't vectors (they're simple scalars). Here's an approach that directly goes from the LHS to the RHS:

Let $\vec u = (u_1, \ldots, u_n) \in \mathbb R^n$ and $\vec v = (v_1, \ldots, v_n) \in \mathbb R^n$ and $c \in \mathbb R$ be arbitrary. Then observe that:

\begin{align*} \vec u \cdot c \vec v &= (u_1, \ldots, u_n) \cdot (cv_1, \ldots, cv_n) \\ &= u_1cv_1 + \cdots + u_ncv_n \\ &= c(u_1v_1 + \cdots + u_nv_n) \\ &= c(\vec u \cdot \vec v) \end{align*}

as desired. $~~\blacksquare$

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