###### Preview Activity 3.5.1

Let's consider the following matrix \(A\) and its reduced row echelon form.

Are the columns of \(A\) linearly independent? Do they span \(\real^3\text{?}\)

Give a parametric description of the solution space to the homogeneous equation \(A\xvec = \zerovec\text{.}\)

Explain how this parametric description produces two vectors \(\wvec_1\) and \(\wvec_2\) whose span is the solution space to the equation \(A\xvec = \zerovec\text{.}\)

What can you say about the linear independence of the set of vectors \(\wvec_1\) and \(\wvec_2\text{?}\)

Let's denote the columns of \(A\) as \(\vvec_1\text{,}\) \(\vvec_2\text{,}\) \(\vvec_3\text{,}\) and \(\vvec_4\text{.}\) Explain why \(\vvec_3\) and \(\vvec_4\) can be written as linear combinations of \(\vvec_1\) and \(\vvec_2\text{.}\)

Explain why \(\vvec_1\) and \(\vvec_2\) are linearly independent and \(\span{\vvec_1,\vvec_2} = \span{\vvec_1, \vvec_2, \vvec_3, \vvec_4}\text{.}\)