[Math] Show vectors are linearly independent and finding a basis

linear algebra

Show that the following vectors are linearly independent –

$v1 = (1, 2, 0, 2)$

$v2 = (1,1,1,0)$

$v3 = (2,0,1,3)$

Find a fourth vector v4 so that the set { v1, v2, v3, v4 } is a basis fpr $\mathbb{R}^4$?

Answer:

I put the 3 vectors into the columns of a matrix and row reduced and got

$$
\begin{bmatrix}
1 & 1 & 2\\
0 & -1 & -4\\
0 & 0 & -3\\
0 & 0 & 7\\
\end{bmatrix}
$$

But something doesnt look right about that to me. And linear independence means there are the same number of pivots as columns, but I have 4 pivots…

I have no idea how to find a fourth vector that makes the set a basis for $\mathbb{R}^4$.

Best Answer

Your reduced matrix is not in echelon form; you need to do one more stage with your row reduction. Then you'll see the fourth row will consist of all zeroes. So, then, the three columns of the row reduced form, and thus the three columns of the original matrix, are linearly independent.

To find the one vector $(a,b,c,d)$ that you need to complete a basis (the space has dimension four), you could start with the matrix $$\tag{1} \left[\matrix {1&1&2&a\cr2&1&0&b\cr 0&1&1&c\cr 2&0&3&d}\right]. $$ Row reduce this and in the end select $a,b,c,d$ so that the reduced form has independent columns (four pivots).


I did the row-reduction suggested above and obtained $$\tag{2} \left[\matrix {1&1&2&a\cr0&-1&-4&b-2a\cr 0&0&21&7b-14a+7c\cr 0&0&0&\color{maroon}{-20a+13b+7c-3d}}\right] $$ Assuming I made no errors, taking $a=1$ and $b=c=d=0$ in $(2)$ will give us a matrix with independent columns (we want $\color{maroon}{-20a+13b+7c-3d}\ne 0$). So we can take $(1,0,0,0)$ to be the forth vector needed to complete a basis.