[Math] How to eliminate vector from equation

linear algebra

This is probably a super simple question.

Let's say I have an equation

$$
\mathbf{v}^T(\mathbf{a} + \mathbf{b}) = \mathbf{v}^T(\mathbf{c}).
$$

Does this imply that

$$
(\mathbf{a} + \mathbf{b}) = \mathbf{c}
$$
?

Intuitively, I would say that it does. On the other hand, there is no left hand side operation I can come up with that eliminates $\mathbf{v}$. I tried with:

$$
\mathbf{v} = \begin{pmatrix}v_1 \\ v_2\end{pmatrix}
$$

$$
\mathbf{x} = \begin{pmatrix}1/v_1\\1/v_2\end{pmatrix}
$$

And then
$$\mathbf{x}\mathbf{v}^T(\mathbf{a} + \mathbf{b}) = \mathbf{x}\mathbf{v}^T(\mathbf{c})
$$

But this doesn't result in the identity matrix on the left side as I had hoped:

$$
\begin{pmatrix}1/v1\\1/v2\end{pmatrix}\begin{pmatrix}v1\ v2\end{pmatrix} = \begin{pmatrix}1 \ \ v_2/v_1 \\ v_1/v_2 \ 1 \end{pmatrix}
$$

Best Answer

Generally speaking: no!

Imagine $\mathbf{v}$ being the zero vector. Or $\mathbf{v}$ being a vector both orthogonal to $\mathbf{c}$ and $\mathbf{a}+\mathbf{b}$.

A whole different story is the following:

$\mathbf{v}\cdot\mathbf{c}=\mathbf{v}\cdot(\mathbf{b}+\mathbf{a})$ for all $\mathbf{v}$ $\Rightarrow$ $\mathbf{c}=\mathbf{b}+\mathbf{a}$

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